xref: /petsc/src/ksp/pc/impls/bddc/bddcprivate.c (revision e4c66b91ec5ecaeb63ae1fb42799e6dff316a2f4) !
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 = PetscMemcpy(data,U+nr*i,(nr-i)*nr*sizeof(PetscScalar));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 = PetscMemcpy(data,U,i*nr*sizeof(PetscScalar));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     PetscScalar    *vals,v;
122 
123     ierr = MatCreateSubMatrix(lG,edge,corners,MAT_INITIAL_MATRIX,&GEc);CHKERRQ(ierr);
124     ierr = MatTransposeMatMult(GEc,*GKins,MAT_INITIAL_MATRIX,1.0,&GEd);CHKERRQ(ierr);
125     ierr = MatDenseGetArray(GEd,&vals);CHKERRQ(ierr);
126     /* v    = PetscAbsScalar(vals[0]) */;
127     v    = 1.;
128     cvals[0] = vals[0]/v;
129     cvals[1] = vals[1]/v;
130     ierr = MatDenseRestoreArray(GEd,&vals);CHKERRQ(ierr);
131     ierr = MatScale(*GKins,1./v);CHKERRQ(ierr);
132 #if defined(PRINT_GDET)
133     {
134       PetscViewer viewer;
135       char filename[256];
136       sprintf(filename,"Gdet_l%d_r%d_cc%d.m",lev,PetscGlobalRank,inc++);
137       ierr = PetscViewerASCIIOpen(PETSC_COMM_SELF,filename,&viewer);CHKERRQ(ierr);
138       ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
139       ierr = PetscObjectSetName((PetscObject)GEc,"GEc");CHKERRQ(ierr);
140       ierr = MatView(GEc,viewer);CHKERRQ(ierr);
141       ierr = PetscObjectSetName((PetscObject)(*GKins),"GK");CHKERRQ(ierr);
142       ierr = MatView(*GKins,viewer);CHKERRQ(ierr);
143       ierr = PetscObjectSetName((PetscObject)GEd,"Gproj");CHKERRQ(ierr);
144       ierr = MatView(GEd,viewer);CHKERRQ(ierr);
145       ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
146     }
147 #endif
148     ierr = MatDestroy(&GEd);CHKERRQ(ierr);
149     ierr = MatDestroy(&GEc);CHKERRQ(ierr);
150   }
151 
152   PetscFunctionReturn(0);
153 }
154 
155 PetscErrorCode PCBDDCNedelecSupport(PC pc)
156 {
157   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
158   Mat_IS                 *matis = (Mat_IS*)pc->pmat->data;
159   Mat                    G,T,conn,lG,lGt,lGis,lGall,lGe,lGinit;
160   Vec                    tvec;
161   PetscSF                sfv;
162   ISLocalToGlobalMapping el2g,vl2g,fl2g,al2g;
163   MPI_Comm               comm;
164   IS                     lned,primals,allprimals,nedfieldlocal;
165   IS                     *eedges,*extrows,*extcols,*alleedges;
166   PetscBT                btv,bte,btvc,btb,btbd,btvcand,btvi,btee,bter;
167   PetscScalar            *vals,*work;
168   PetscReal              *rwork;
169   const PetscInt         *idxs,*ii,*jj,*iit,*jjt;
170   PetscInt               ne,nv,Lv,order,n,field;
171   PetscInt               n_neigh,*neigh,*n_shared,**shared;
172   PetscInt               i,j,extmem,cum,maxsize,nee;
173   PetscInt               *extrow,*extrowcum,*marks,*vmarks,*gidxs;
174   PetscInt               *sfvleaves,*sfvroots;
175   PetscInt               *corners,*cedges;
176   PetscInt               *ecount,**eneighs,*vcount,**vneighs;
177 #if defined(PETSC_USE_DEBUG)
178   PetscInt               *emarks;
179 #endif
180   PetscBool              print,eerr,done,lrc[2],conforming,global,singular,setprimal;
181   PetscErrorCode         ierr;
182 
183   PetscFunctionBegin;
184   /* If the discrete gradient is defined for a subset of dofs and global is true,
185      it assumes G is given in global ordering for all the dofs.
186      Otherwise, the ordering is global for the Nedelec field */
187   order      = pcbddc->nedorder;
188   conforming = pcbddc->conforming;
189   field      = pcbddc->nedfield;
190   global     = pcbddc->nedglobal;
191   setprimal  = PETSC_FALSE;
192   print      = PETSC_FALSE;
193   singular   = PETSC_FALSE;
194 
195   /* Command line customization */
196   ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC Nedelec options","PC");CHKERRQ(ierr);
197   ierr = PetscOptionsBool("-pc_bddc_nedelec_field_primal","All edge dofs set as primals: Toselli's algorithm C",NULL,setprimal,&setprimal,NULL);CHKERRQ(ierr);
198   ierr = PetscOptionsBool("-pc_bddc_nedelec_singular","Infer nullspace from discrete gradient",NULL,singular,&singular,NULL);CHKERRQ(ierr);
199   ierr = PetscOptionsInt("-pc_bddc_nedelec_order","Test variable order code (to be removed)",NULL,order,&order,NULL);CHKERRQ(ierr);
200   /* print debug info TODO: to be removed */
201   ierr = PetscOptionsBool("-pc_bddc_nedelec_print","Print debug info",NULL,print,&print,NULL);CHKERRQ(ierr);
202   ierr = PetscOptionsEnd();CHKERRQ(ierr);
203 
204   /* Return if there are no edges in the decomposition and the problem is not singular */
205   ierr = MatGetLocalToGlobalMapping(pc->pmat,&al2g,NULL);CHKERRQ(ierr);
206   ierr = ISLocalToGlobalMappingGetSize(al2g,&n);CHKERRQ(ierr);
207   ierr = PetscObjectGetComm((PetscObject)pc,&comm);CHKERRQ(ierr);
208   if (!singular) {
209     ierr   = VecGetArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
210     lrc[0] = PETSC_FALSE;
211     for (i=0;i<n;i++) {
212       if (PetscRealPart(vals[i]) > 2.) {
213         lrc[0] = PETSC_TRUE;
214         break;
215       }
216     }
217     ierr = VecRestoreArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
218     ierr = MPIU_Allreduce(&lrc[0],&lrc[1],1,MPIU_BOOL,MPI_LOR,comm);CHKERRQ(ierr);
219     if (!lrc[1]) PetscFunctionReturn(0);
220   }
221 
222   /* Get Nedelec field */
223   ierr = MatISSetUpSF(pc->pmat);CHKERRQ(ierr);
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 = PetscMemzero(matis->sf_leafdata,n*sizeof(PetscInt));CHKERRQ(ierr);
237     ierr = PetscMemzero(matis->sf_rootdata,pc->pmat->rmap->n*sizeof(PetscInt));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 = PetscMemzero(matis->sf_leafdata,n*sizeof(PetscInt));CHKERRQ(ierr);
324   ierr = PetscMemzero(matis->sf_rootdata,pc->pmat->rmap->n*sizeof(PetscInt));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 = PetscMemzero(sfvleaves,nv*sizeof(PetscInt));CHKERRQ(ierr);
638   ierr = PetscMemzero(sfvroots,Lv*sizeof(PetscInt));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 = PetscMemzero(marks,ne*sizeof(PetscInt));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 = PetscMemcpy(newprimals,idxs,cum*sizeof(PetscInt));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 = PetscMemzero(marks,ne*sizeof(PetscInt));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 = PetscMemzero(emarks,(nee+1)*sizeof(PetscInt));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 = PetscMemcpy(extrow+start,jj+ii[i],size*sizeof(PetscInt));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       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 = MatDenseGetArray(Gins,&data);CHKERRQ(ierr);
1289       ierr = MatSetValuesLocal(T,nrh,rows,nch,cols,data,INSERT_VALUES);CHKERRQ(ierr);
1290       ierr = MatDenseRestoreArray(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 = MatDenseGetArray(GKins,&data);CHKERRQ(ierr);
1298       ierr = MatSetValuesLocal(T,nrc,cols,ncc,cols+nch,data,INSERT_VALUES);CHKERRQ(ierr);
1299       ierr = MatDenseRestoreArray(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 = VecLockPop(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 = VecLockPush(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;
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 = PetscMalloc1(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 = VecLockPop(quad_vecs[i]);CHKERRQ(ierr);
1491     ierr = VecSetLocalToGlobalMapping(quad_vecs[i],map);CHKERRQ(ierr);
1492   }
1493 
1494   /* compute local quad vec */
1495   ierr = MatISGetLocalMat(divudotp,&loc_divudotp);CHKERRQ(ierr);
1496   if (!transpose) {
1497     ierr = MatCreateVecs(loc_divudotp,&v,&p);CHKERRQ(ierr);
1498   } else {
1499     ierr = MatCreateVecs(loc_divudotp,&p,&v);CHKERRQ(ierr);
1500   }
1501   ierr = VecSet(p,1.);CHKERRQ(ierr);
1502   if (!transpose) {
1503     ierr = MatMultTranspose(loc_divudotp,p,v);CHKERRQ(ierr);
1504   } else {
1505     ierr = MatMult(loc_divudotp,p,v);CHKERRQ(ierr);
1506   }
1507   if (vl2l) {
1508     Mat        lA;
1509     VecScatter sc;
1510 
1511     ierr = MatISGetLocalMat(A,&lA);CHKERRQ(ierr);
1512     ierr = MatCreateVecs(lA,&vins,NULL);CHKERRQ(ierr);
1513     ierr = VecScatterCreateWithData(v,NULL,vins,vl2l,&sc);CHKERRQ(ierr);
1514     ierr = VecScatterBegin(sc,v,vins,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1515     ierr = VecScatterEnd(sc,v,vins,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1516     ierr = VecScatterDestroy(&sc);CHKERRQ(ierr);
1517   } else {
1518     vins = v;
1519   }
1520   ierr = VecGetArrayRead(vins,&array);CHKERRQ(ierr);
1521   ierr = VecDestroy(&p);CHKERRQ(ierr);
1522 
1523   /* insert in global quadrature vecs */
1524   ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)A),&rank);CHKERRQ(ierr);
1525   for (i=0;i<n_neigh;i++) {
1526     const PetscInt    *idxs;
1527     PetscInt          idx,nn,j;
1528 
1529     idxs = shared[i];
1530     nn   = n_shared[i];
1531     for (j=0;j<nn;j++) vals[j] = array[idxs[j]];
1532     ierr = PetscFindInt(rank,graph->count[idxs[0]],graph->neighbours_set[idxs[0]],&idx);CHKERRQ(ierr);
1533     idx  = -(idx+1);
1534     ierr = VecSetValuesLocal(quad_vecs[idx],nn,idxs,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 = PetscFree(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 = VecLockPush(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   if (monolithic) { /* just get block size to properly compute vertices */
1605     if (pcbddc->vertex_size == 1) {
1606       ierr = MatGetBlockSize(pc->pmat,&pcbddc->vertex_size);CHKERRQ(ierr);
1607     }
1608     goto boundary;
1609   }
1610 
1611   if (pcbddc->user_provided_isfordofs) {
1612     if (pcbddc->n_ISForDofs) {
1613       PetscInt i;
1614       ierr = PetscMalloc1(pcbddc->n_ISForDofs,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1615       for (i=0;i<pcbddc->n_ISForDofs;i++) {
1616         ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->ISForDofs[i],&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1617         ierr = ISDestroy(&pcbddc->ISForDofs[i]);CHKERRQ(ierr);
1618       }
1619       pcbddc->n_ISForDofsLocal = pcbddc->n_ISForDofs;
1620       pcbddc->n_ISForDofs = 0;
1621       ierr = PetscFree(pcbddc->ISForDofs);CHKERRQ(ierr);
1622     }
1623   } else {
1624     if (!pcbddc->n_ISForDofsLocal) { /* field split not present */
1625       DM dm;
1626 
1627       ierr = PCGetDM(pc, &dm);CHKERRQ(ierr);
1628       if (!dm) {
1629         ierr = MatGetDM(pc->pmat, &dm);CHKERRQ(ierr);
1630       }
1631       if (dm) {
1632         IS      *fields;
1633         PetscInt nf,i;
1634         ierr = DMCreateFieldDecomposition(dm,&nf,NULL,&fields,NULL);CHKERRQ(ierr);
1635         ierr = PetscMalloc1(nf,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1636         for (i=0;i<nf;i++) {
1637           ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,fields[i],&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1638           ierr = ISDestroy(&fields[i]);CHKERRQ(ierr);
1639         }
1640         ierr = PetscFree(fields);CHKERRQ(ierr);
1641         pcbddc->n_ISForDofsLocal = nf;
1642       } else { /* See if MATIS has fields attached by the conversion from MatNest */
1643         PetscContainer   c;
1644 
1645         ierr = PetscObjectQuery((PetscObject)pc->pmat,"_convert_nest_lfields",(PetscObject*)&c);CHKERRQ(ierr);
1646         if (c) {
1647           MatISLocalFields lf;
1648           ierr = PetscContainerGetPointer(c,(void**)&lf);CHKERRQ(ierr);
1649           ierr = PCBDDCSetDofsSplittingLocal(pc,lf->nr,lf->rf);CHKERRQ(ierr);
1650         } else { /* fallback, create the default fields if bs > 1 */
1651           PetscInt i, n = matis->A->rmap->n;
1652           ierr = MatGetBlockSize(pc->pmat,&i);CHKERRQ(ierr);
1653           if (i > 1) {
1654             pcbddc->n_ISForDofsLocal = i;
1655             ierr = PetscMalloc1(pcbddc->n_ISForDofsLocal,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1656             for (i=0;i<pcbddc->n_ISForDofsLocal;i++) {
1657               ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n/pcbddc->n_ISForDofsLocal,i,pcbddc->n_ISForDofsLocal,&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1658             }
1659           }
1660         }
1661       }
1662     } else {
1663       PetscInt i;
1664       for (i=0;i<pcbddc->n_ISForDofsLocal;i++) {
1665         ierr = PCBDDCConsistencyCheckIS(pc,MPI_LAND,&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1666       }
1667     }
1668   }
1669 
1670 boundary:
1671   if (!pcbddc->DirichletBoundariesLocal && pcbddc->DirichletBoundaries) {
1672     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->DirichletBoundaries,&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
1673   } else if (pcbddc->DirichletBoundariesLocal) {
1674     ierr = PCBDDCConsistencyCheckIS(pc,MPI_LAND,&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
1675   }
1676   if (!pcbddc->NeumannBoundariesLocal && pcbddc->NeumannBoundaries) {
1677     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->NeumannBoundaries,&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
1678   } else if (pcbddc->NeumannBoundariesLocal) {
1679     ierr = PCBDDCConsistencyCheckIS(pc,MPI_LOR,&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
1680   }
1681   if (!pcbddc->user_primal_vertices_local && pcbddc->user_primal_vertices) {
1682     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->user_primal_vertices,&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
1683   }
1684   ierr = VecDestroy(&global);CHKERRQ(ierr);
1685   ierr = VecDestroy(&local);CHKERRQ(ierr);
1686   /* detect local disconnected subdomains if requested (use matis->A) */
1687   if (pcbddc->detect_disconnected) {
1688     IS        primalv = NULL;
1689     PetscInt  i;
1690     PetscBool filter = pcbddc->detect_disconnected_filter;
1691 
1692     for (i=0;i<pcbddc->n_local_subs;i++) {
1693       ierr = ISDestroy(&pcbddc->local_subs[i]);CHKERRQ(ierr);
1694     }
1695     ierr = PetscFree(pcbddc->local_subs);CHKERRQ(ierr);
1696     ierr = PCBDDCDetectDisconnectedComponents(pc,filter,&pcbddc->n_local_subs,&pcbddc->local_subs,&primalv);CHKERRQ(ierr);
1697     ierr = PCBDDCAddPrimalVerticesLocalIS(pc,primalv);CHKERRQ(ierr);
1698     ierr = ISDestroy(&primalv);CHKERRQ(ierr);
1699   }
1700   /* early stage corner detection */
1701   {
1702     DM dm;
1703 
1704     ierr = MatGetDM(pc->pmat,&dm);CHKERRQ(ierr);
1705     if (dm) {
1706       PetscBool isda;
1707 
1708       ierr = PetscObjectTypeCompare((PetscObject)dm,DMDA,&isda);CHKERRQ(ierr);
1709       if (isda) {
1710         ISLocalToGlobalMapping l2l;
1711         IS                     corners;
1712         Mat                    lA;
1713 
1714         ierr = DMDAGetSubdomainCornersIS(dm,&corners);CHKERRQ(ierr);
1715         ierr = MatISGetLocalMat(pc->pmat,&lA);CHKERRQ(ierr);
1716         ierr = MatGetLocalToGlobalMapping(lA,&l2l,NULL);CHKERRQ(ierr);
1717         ierr = MatISRestoreLocalMat(pc->pmat,&lA);CHKERRQ(ierr);
1718         if (l2l && corners) {
1719           const PetscInt *idx;
1720           PetscInt       dof,bs,*idxout,n;
1721 
1722           ierr = DMDAGetInfo(dm,NULL,NULL,NULL,NULL,NULL,NULL,NULL,&dof,NULL,NULL,NULL,NULL,NULL);CHKERRQ(ierr);
1723           ierr = ISLocalToGlobalMappingGetBlockSize(l2l,&bs);CHKERRQ(ierr);
1724           ierr = ISGetLocalSize(corners,&n);CHKERRQ(ierr);
1725           ierr = ISGetIndices(corners,&idx);CHKERRQ(ierr);
1726           if (bs == dof) {
1727             ierr = PetscMalloc1(n,&idxout);CHKERRQ(ierr);
1728             ierr = ISLocalToGlobalMappingApplyBlock(l2l,n,idx,idxout);CHKERRQ(ierr);
1729           } else { /* the original DMDA local-to-local map have been modified */
1730             PetscInt i,d;
1731 
1732             ierr = PetscMalloc1(dof*n,&idxout);CHKERRQ(ierr);
1733             for (i=0;i<n;i++) for (d=0;d<dof;d++) idxout[dof*i+d] = dof*idx[i]+d;
1734             ierr = ISLocalToGlobalMappingApply(l2l,dof*n,idxout,idxout);CHKERRQ(ierr);
1735 
1736             bs = 1;
1737             n *= dof;
1738           }
1739           ierr = ISRestoreIndices(corners,&idx);CHKERRQ(ierr);
1740           ierr = DMDARestoreSubdomainCornersIS(dm,&corners);CHKERRQ(ierr);
1741           ierr = ISCreateBlock(PetscObjectComm((PetscObject)pc),bs,n,idxout,PETSC_OWN_POINTER,&corners);CHKERRQ(ierr);
1742           ierr = PCBDDCAddPrimalVerticesLocalIS(pc,corners);CHKERRQ(ierr);
1743           ierr = ISDestroy(&corners);CHKERRQ(ierr);
1744           pcbddc->corner_selected = PETSC_TRUE;
1745         } else if (corners) { /* not from DMDA */
1746           ierr = DMDARestoreSubdomainCornersIS(dm,&corners);CHKERRQ(ierr);
1747         }
1748       }
1749     }
1750   }
1751   if (pcbddc->corner_selection && !pcbddc->mat_graph->cdim) {
1752     DM dm;
1753 
1754     ierr = PCGetDM(pc,&dm);CHKERRQ(ierr);
1755     if (!dm) {
1756       ierr = MatGetDM(pc->pmat,&dm);CHKERRQ(ierr);
1757     }
1758     if (dm) {
1759       Vec            vcoords;
1760       PetscSection   section;
1761       PetscReal      *coords;
1762       PetscInt       d,cdim,nl,nf,**ctxs;
1763       PetscErrorCode (**funcs)(PetscInt, PetscReal, const PetscReal *, PetscInt, PetscScalar *, void *);
1764 
1765       ierr = DMGetCoordinateDim(dm,&cdim);CHKERRQ(ierr);
1766       ierr = DMGetSection(dm,&section);CHKERRQ(ierr);
1767       ierr = PetscSectionGetNumFields(section,&nf);CHKERRQ(ierr);
1768       ierr = DMCreateGlobalVector(dm,&vcoords);CHKERRQ(ierr);
1769       ierr = VecGetLocalSize(vcoords,&nl);CHKERRQ(ierr);
1770       ierr = PetscMalloc1(nl*cdim,&coords);CHKERRQ(ierr);
1771       ierr = PetscMalloc2(nf,&funcs,nf,&ctxs);CHKERRQ(ierr);
1772       ierr = PetscMalloc1(nf,&ctxs[0]);CHKERRQ(ierr);
1773       for (d=0;d<nf;d++) funcs[d] = func_coords_private;
1774       for (d=1;d<nf;d++) ctxs[d] = ctxs[d-1] + 1;
1775       for (d=0;d<cdim;d++) {
1776         PetscInt          i;
1777         const PetscScalar *v;
1778 
1779         for (i=0;i<nf;i++) ctxs[i][0] = d;
1780         ierr = DMProjectFunction(dm,0.0,funcs,(void**)ctxs,INSERT_VALUES,vcoords);CHKERRQ(ierr);
1781         ierr = VecGetArrayRead(vcoords,&v);CHKERRQ(ierr);
1782         for (i=0;i<nl;i++) coords[i*cdim+d] = PetscRealPart(v[i]);
1783         ierr = VecRestoreArrayRead(vcoords,&v);CHKERRQ(ierr);
1784       }
1785       ierr = VecDestroy(&vcoords);CHKERRQ(ierr);
1786       ierr = PCSetCoordinates(pc,cdim,nl,coords);CHKERRQ(ierr);
1787       ierr = PetscFree(coords);CHKERRQ(ierr);
1788       ierr = PetscFree(ctxs[0]);CHKERRQ(ierr);
1789       ierr = PetscFree2(funcs,ctxs);CHKERRQ(ierr);
1790     }
1791   }
1792   PetscFunctionReturn(0);
1793 }
1794 
1795 PetscErrorCode PCBDDCConsistencyCheckIS(PC pc, MPI_Op mop, IS *is)
1796 {
1797   Mat_IS          *matis = (Mat_IS*)(pc->pmat->data);
1798   PetscErrorCode  ierr;
1799   IS              nis;
1800   const PetscInt  *idxs;
1801   PetscInt        i,nd,n = matis->A->rmap->n,*nidxs,nnd;
1802   PetscBool       *ld;
1803 
1804   PetscFunctionBegin;
1805   if (mop != MPI_LAND && mop != MPI_LOR) SETERRQ(PetscObjectComm((PetscObject)(pc)),PETSC_ERR_SUP,"Supported are MPI_LAND and MPI_LOR");
1806   ierr = MatISSetUpSF(pc->pmat);CHKERRQ(ierr);
1807   if (mop == MPI_LAND) {
1808     /* init rootdata with true */
1809     ld   = (PetscBool*) matis->sf_rootdata;
1810     for (i=0;i<pc->pmat->rmap->n;i++) ld[i] = PETSC_TRUE;
1811   } else {
1812     ierr = PetscMemzero(matis->sf_rootdata,pc->pmat->rmap->n*sizeof(PetscBool));CHKERRQ(ierr);
1813   }
1814   ierr = PetscMemzero(matis->sf_leafdata,n*sizeof(PetscBool));CHKERRQ(ierr);
1815   ierr = ISGetLocalSize(*is,&nd);CHKERRQ(ierr);
1816   ierr = ISGetIndices(*is,&idxs);CHKERRQ(ierr);
1817   ld   = (PetscBool*) matis->sf_leafdata;
1818   for (i=0;i<nd;i++)
1819     if (-1 < idxs[i] && idxs[i] < n)
1820       ld[idxs[i]] = PETSC_TRUE;
1821   ierr = ISRestoreIndices(*is,&idxs);CHKERRQ(ierr);
1822   ierr = PetscSFReduceBegin(matis->sf,MPIU_BOOL,matis->sf_leafdata,matis->sf_rootdata,mop);CHKERRQ(ierr);
1823   ierr = PetscSFReduceEnd(matis->sf,MPIU_BOOL,matis->sf_leafdata,matis->sf_rootdata,mop);CHKERRQ(ierr);
1824   ierr = PetscSFBcastBegin(matis->sf,MPIU_BOOL,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
1825   ierr = PetscSFBcastEnd(matis->sf,MPIU_BOOL,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
1826   if (mop == MPI_LAND) {
1827     ierr = PetscMalloc1(nd,&nidxs);CHKERRQ(ierr);
1828   } else {
1829     ierr = PetscMalloc1(n,&nidxs);CHKERRQ(ierr);
1830   }
1831   for (i=0,nnd=0;i<n;i++)
1832     if (ld[i])
1833       nidxs[nnd++] = i;
1834   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(*is)),nnd,nidxs,PETSC_OWN_POINTER,&nis);CHKERRQ(ierr);
1835   ierr = ISDestroy(is);CHKERRQ(ierr);
1836   *is  = nis;
1837   PetscFunctionReturn(0);
1838 }
1839 
1840 PetscErrorCode PCBDDCBenignRemoveInterior(PC pc,Vec r,Vec z)
1841 {
1842   PC_IS             *pcis = (PC_IS*)(pc->data);
1843   PC_BDDC           *pcbddc = (PC_BDDC*)(pc->data);
1844   PetscErrorCode    ierr;
1845 
1846   PetscFunctionBegin;
1847   if (!pcbddc->benign_have_null) {
1848     PetscFunctionReturn(0);
1849   }
1850   if (pcbddc->ChangeOfBasisMatrix) {
1851     Vec swap;
1852 
1853     ierr = MatMultTranspose(pcbddc->ChangeOfBasisMatrix,r,pcbddc->work_change);CHKERRQ(ierr);
1854     swap = pcbddc->work_change;
1855     pcbddc->work_change = r;
1856     r = swap;
1857   }
1858   ierr = VecScatterBegin(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1859   ierr = VecScatterEnd(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1860   ierr = KSPSolve(pcbddc->ksp_D,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
1861   ierr = VecSet(z,0.);CHKERRQ(ierr);
1862   ierr = VecScatterBegin(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1863   ierr = VecScatterEnd(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1864   if (pcbddc->ChangeOfBasisMatrix) {
1865     pcbddc->work_change = r;
1866     ierr = VecCopy(z,pcbddc->work_change);CHKERRQ(ierr);
1867     ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcbddc->work_change,z);CHKERRQ(ierr);
1868   }
1869   PetscFunctionReturn(0);
1870 }
1871 
1872 PetscErrorCode PCBDDCBenignMatMult_Private_Private(Mat A, Vec x, Vec y, PetscBool transpose)
1873 {
1874   PCBDDCBenignMatMult_ctx ctx;
1875   PetscErrorCode          ierr;
1876   PetscBool               apply_right,apply_left,reset_x;
1877 
1878   PetscFunctionBegin;
1879   ierr = MatShellGetContext(A,&ctx);CHKERRQ(ierr);
1880   if (transpose) {
1881     apply_right = ctx->apply_left;
1882     apply_left = ctx->apply_right;
1883   } else {
1884     apply_right = ctx->apply_right;
1885     apply_left = ctx->apply_left;
1886   }
1887   reset_x = PETSC_FALSE;
1888   if (apply_right) {
1889     const PetscScalar *ax;
1890     PetscInt          nl,i;
1891 
1892     ierr = VecGetLocalSize(x,&nl);CHKERRQ(ierr);
1893     ierr = VecGetArrayRead(x,&ax);CHKERRQ(ierr);
1894     ierr = PetscMemcpy(ctx->work,ax,nl*sizeof(PetscScalar));CHKERRQ(ierr);
1895     ierr = VecRestoreArrayRead(x,&ax);CHKERRQ(ierr);
1896     for (i=0;i<ctx->benign_n;i++) {
1897       PetscScalar    sum,val;
1898       const PetscInt *idxs;
1899       PetscInt       nz,j;
1900       ierr = ISGetLocalSize(ctx->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
1901       ierr = ISGetIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1902       sum = 0.;
1903       if (ctx->apply_p0) {
1904         val = ctx->work[idxs[nz-1]];
1905         for (j=0;j<nz-1;j++) {
1906           sum += ctx->work[idxs[j]];
1907           ctx->work[idxs[j]] += val;
1908         }
1909       } else {
1910         for (j=0;j<nz-1;j++) {
1911           sum += ctx->work[idxs[j]];
1912         }
1913       }
1914       ctx->work[idxs[nz-1]] -= sum;
1915       ierr = ISRestoreIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1916     }
1917     ierr = VecPlaceArray(x,ctx->work);CHKERRQ(ierr);
1918     reset_x = PETSC_TRUE;
1919   }
1920   if (transpose) {
1921     ierr = MatMultTranspose(ctx->A,x,y);CHKERRQ(ierr);
1922   } else {
1923     ierr = MatMult(ctx->A,x,y);CHKERRQ(ierr);
1924   }
1925   if (reset_x) {
1926     ierr = VecResetArray(x);CHKERRQ(ierr);
1927   }
1928   if (apply_left) {
1929     PetscScalar *ay;
1930     PetscInt    i;
1931 
1932     ierr = VecGetArray(y,&ay);CHKERRQ(ierr);
1933     for (i=0;i<ctx->benign_n;i++) {
1934       PetscScalar    sum,val;
1935       const PetscInt *idxs;
1936       PetscInt       nz,j;
1937       ierr = ISGetLocalSize(ctx->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
1938       ierr = ISGetIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1939       val = -ay[idxs[nz-1]];
1940       if (ctx->apply_p0) {
1941         sum = 0.;
1942         for (j=0;j<nz-1;j++) {
1943           sum += ay[idxs[j]];
1944           ay[idxs[j]] += val;
1945         }
1946         ay[idxs[nz-1]] += sum;
1947       } else {
1948         for (j=0;j<nz-1;j++) {
1949           ay[idxs[j]] += val;
1950         }
1951         ay[idxs[nz-1]] = 0.;
1952       }
1953       ierr = ISRestoreIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1954     }
1955     ierr = VecRestoreArray(y,&ay);CHKERRQ(ierr);
1956   }
1957   PetscFunctionReturn(0);
1958 }
1959 
1960 PetscErrorCode PCBDDCBenignMatMultTranspose_Private(Mat A, Vec x, Vec y)
1961 {
1962   PetscErrorCode ierr;
1963 
1964   PetscFunctionBegin;
1965   ierr = PCBDDCBenignMatMult_Private_Private(A,x,y,PETSC_TRUE);CHKERRQ(ierr);
1966   PetscFunctionReturn(0);
1967 }
1968 
1969 PetscErrorCode PCBDDCBenignMatMult_Private(Mat A, Vec x, Vec y)
1970 {
1971   PetscErrorCode ierr;
1972 
1973   PetscFunctionBegin;
1974   ierr = PCBDDCBenignMatMult_Private_Private(A,x,y,PETSC_FALSE);CHKERRQ(ierr);
1975   PetscFunctionReturn(0);
1976 }
1977 
1978 PetscErrorCode PCBDDCBenignShellMat(PC pc, PetscBool restore)
1979 {
1980   PC_IS                   *pcis = (PC_IS*)pc->data;
1981   PC_BDDC                 *pcbddc = (PC_BDDC*)pc->data;
1982   PCBDDCBenignMatMult_ctx ctx;
1983   PetscErrorCode          ierr;
1984 
1985   PetscFunctionBegin;
1986   if (!restore) {
1987     Mat                A_IB,A_BI;
1988     PetscScalar        *work;
1989     PCBDDCReuseSolvers reuse = pcbddc->sub_schurs ? pcbddc->sub_schurs->reuse_solver : NULL;
1990 
1991     if (pcbddc->benign_original_mat) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Benign original mat has not been restored");
1992     if (!pcbddc->benign_change || !pcbddc->benign_n || pcbddc->benign_change_explicit) PetscFunctionReturn(0);
1993     ierr = PetscMalloc1(pcis->n,&work);CHKERRQ(ierr);
1994     ierr = MatCreate(PETSC_COMM_SELF,&A_IB);CHKERRQ(ierr);
1995     ierr = MatSetSizes(A_IB,pcis->n-pcis->n_B,pcis->n_B,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
1996     ierr = MatSetType(A_IB,MATSHELL);CHKERRQ(ierr);
1997     ierr = MatShellSetOperation(A_IB,MATOP_MULT,(void (*)(void))PCBDDCBenignMatMult_Private);CHKERRQ(ierr);
1998     ierr = MatShellSetOperation(A_IB,MATOP_MULT_TRANSPOSE,(void (*)(void))PCBDDCBenignMatMultTranspose_Private);CHKERRQ(ierr);
1999     ierr = PetscNew(&ctx);CHKERRQ(ierr);
2000     ierr = MatShellSetContext(A_IB,ctx);CHKERRQ(ierr);
2001     ctx->apply_left = PETSC_TRUE;
2002     ctx->apply_right = PETSC_FALSE;
2003     ctx->apply_p0 = PETSC_FALSE;
2004     ctx->benign_n = pcbddc->benign_n;
2005     if (reuse) {
2006       ctx->benign_zerodiag_subs = reuse->benign_zerodiag_subs;
2007       ctx->free = PETSC_FALSE;
2008     } else { /* TODO: could be optimized for successive solves */
2009       ISLocalToGlobalMapping N_to_D;
2010       PetscInt               i;
2011 
2012       ierr = ISLocalToGlobalMappingCreateIS(pcis->is_I_local,&N_to_D);CHKERRQ(ierr);
2013       ierr = PetscMalloc1(pcbddc->benign_n,&ctx->benign_zerodiag_subs);CHKERRQ(ierr);
2014       for (i=0;i<pcbddc->benign_n;i++) {
2015         ierr = ISGlobalToLocalMappingApplyIS(N_to_D,IS_GTOLM_DROP,pcbddc->benign_zerodiag_subs[i],&ctx->benign_zerodiag_subs[i]);CHKERRQ(ierr);
2016       }
2017       ierr = ISLocalToGlobalMappingDestroy(&N_to_D);CHKERRQ(ierr);
2018       ctx->free = PETSC_TRUE;
2019     }
2020     ctx->A = pcis->A_IB;
2021     ctx->work = work;
2022     ierr = MatSetUp(A_IB);CHKERRQ(ierr);
2023     ierr = MatAssemblyBegin(A_IB,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2024     ierr = MatAssemblyEnd(A_IB,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2025     pcis->A_IB = A_IB;
2026 
2027     /* A_BI as A_IB^T */
2028     ierr = MatCreateTranspose(A_IB,&A_BI);CHKERRQ(ierr);
2029     pcbddc->benign_original_mat = pcis->A_BI;
2030     pcis->A_BI = A_BI;
2031   } else {
2032     if (!pcbddc->benign_original_mat) {
2033       PetscFunctionReturn(0);
2034     }
2035     ierr = MatShellGetContext(pcis->A_IB,&ctx);CHKERRQ(ierr);
2036     ierr = MatDestroy(&pcis->A_IB);CHKERRQ(ierr);
2037     pcis->A_IB = ctx->A;
2038     ctx->A = NULL;
2039     ierr = MatDestroy(&pcis->A_BI);CHKERRQ(ierr);
2040     pcis->A_BI = pcbddc->benign_original_mat;
2041     pcbddc->benign_original_mat = NULL;
2042     if (ctx->free) {
2043       PetscInt i;
2044       for (i=0;i<ctx->benign_n;i++) {
2045         ierr = ISDestroy(&ctx->benign_zerodiag_subs[i]);CHKERRQ(ierr);
2046       }
2047       ierr = PetscFree(ctx->benign_zerodiag_subs);CHKERRQ(ierr);
2048     }
2049     ierr = PetscFree(ctx->work);CHKERRQ(ierr);
2050     ierr = PetscFree(ctx);CHKERRQ(ierr);
2051   }
2052   PetscFunctionReturn(0);
2053 }
2054 
2055 /* used just in bddc debug mode */
2056 PetscErrorCode PCBDDCBenignProject(PC pc, IS is1, IS is2, Mat *B)
2057 {
2058   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
2059   Mat_IS         *matis = (Mat_IS*)pc->pmat->data;
2060   Mat            An;
2061   PetscErrorCode ierr;
2062 
2063   PetscFunctionBegin;
2064   ierr = MatPtAP(matis->A,pcbddc->benign_change,MAT_INITIAL_MATRIX,2.0,&An);CHKERRQ(ierr);
2065   ierr = MatZeroRowsColumns(An,pcbddc->benign_n,pcbddc->benign_p0_lidx,1.0,NULL,NULL);CHKERRQ(ierr);
2066   if (is1) {
2067     ierr = MatCreateSubMatrix(An,is1,is2,MAT_INITIAL_MATRIX,B);CHKERRQ(ierr);
2068     ierr = MatDestroy(&An);CHKERRQ(ierr);
2069   } else {
2070     *B = An;
2071   }
2072   PetscFunctionReturn(0);
2073 }
2074 
2075 /* TODO: add reuse flag */
2076 PetscErrorCode MatSeqAIJCompress(Mat A, Mat *B)
2077 {
2078   Mat            Bt;
2079   PetscScalar    *a,*bdata;
2080   const PetscInt *ii,*ij;
2081   PetscInt       m,n,i,nnz,*bii,*bij;
2082   PetscBool      flg_row;
2083   PetscErrorCode ierr;
2084 
2085   PetscFunctionBegin;
2086   ierr = MatGetSize(A,&n,&m);CHKERRQ(ierr);
2087   ierr = MatGetRowIJ(A,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&ij,&flg_row);CHKERRQ(ierr);
2088   ierr = MatSeqAIJGetArray(A,&a);CHKERRQ(ierr);
2089   nnz = n;
2090   for (i=0;i<ii[n];i++) {
2091     if (PetscLikely(PetscAbsScalar(a[i]) > PETSC_SMALL)) nnz++;
2092   }
2093   ierr = PetscMalloc1(n+1,&bii);CHKERRQ(ierr);
2094   ierr = PetscMalloc1(nnz,&bij);CHKERRQ(ierr);
2095   ierr = PetscMalloc1(nnz,&bdata);CHKERRQ(ierr);
2096   nnz = 0;
2097   bii[0] = 0;
2098   for (i=0;i<n;i++) {
2099     PetscInt j;
2100     for (j=ii[i];j<ii[i+1];j++) {
2101       PetscScalar entry = a[j];
2102       if (PetscLikely(PetscAbsScalar(entry) > PETSC_SMALL) || (n == m && ij[j] == i)) {
2103         bij[nnz] = ij[j];
2104         bdata[nnz] = entry;
2105         nnz++;
2106       }
2107     }
2108     bii[i+1] = nnz;
2109   }
2110   ierr = MatSeqAIJRestoreArray(A,&a);CHKERRQ(ierr);
2111   ierr = MatCreateSeqAIJWithArrays(PetscObjectComm((PetscObject)A),n,m,bii,bij,bdata,&Bt);CHKERRQ(ierr);
2112   ierr = MatRestoreRowIJ(A,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&ij,&flg_row);CHKERRQ(ierr);
2113   {
2114     Mat_SeqAIJ *b = (Mat_SeqAIJ*)(Bt->data);
2115     b->free_a = PETSC_TRUE;
2116     b->free_ij = PETSC_TRUE;
2117   }
2118   if (*B == A) {
2119     ierr = MatDestroy(&A);CHKERRQ(ierr);
2120   }
2121   *B = Bt;
2122   PetscFunctionReturn(0);
2123 }
2124 
2125 PetscErrorCode PCBDDCDetectDisconnectedComponents(PC pc, PetscBool filter, PetscInt *ncc, IS* cc[], IS* primalv)
2126 {
2127   Mat                    B = NULL;
2128   DM                     dm;
2129   IS                     is_dummy,*cc_n;
2130   ISLocalToGlobalMapping l2gmap_dummy;
2131   PCBDDCGraph            graph;
2132   PetscInt               *xadj_filtered = NULL,*adjncy_filtered = NULL;
2133   PetscInt               i,n;
2134   PetscInt               *xadj,*adjncy;
2135   PetscBool              isplex = PETSC_FALSE;
2136   PetscErrorCode         ierr;
2137 
2138   PetscFunctionBegin;
2139   if (ncc) *ncc = 0;
2140   if (cc) *cc = NULL;
2141   if (primalv) *primalv = NULL;
2142   ierr = PCBDDCGraphCreate(&graph);CHKERRQ(ierr);
2143   ierr = PCGetDM(pc,&dm);CHKERRQ(ierr);
2144   if (!dm) {
2145     ierr = MatGetDM(pc->pmat,&dm);CHKERRQ(ierr);
2146   }
2147   if (dm) {
2148     ierr = PetscObjectTypeCompare((PetscObject)dm,DMPLEX,&isplex);CHKERRQ(ierr);
2149   }
2150   if (filter) isplex = PETSC_FALSE;
2151 
2152   if (isplex) { /* this code has been modified from plexpartition.c */
2153     PetscInt       p, pStart, pEnd, a, adjSize, idx, size, nroots;
2154     PetscInt      *adj = NULL;
2155     IS             cellNumbering;
2156     const PetscInt *cellNum;
2157     PetscBool      useCone, useClosure;
2158     PetscSection   section;
2159     PetscSegBuffer adjBuffer;
2160     PetscSF        sfPoint;
2161     PetscErrorCode ierr;
2162 
2163     PetscFunctionBegin;
2164     ierr = DMPlexGetHeightStratum(dm, 0, &pStart, &pEnd);CHKERRQ(ierr);
2165     ierr = DMGetPointSF(dm, &sfPoint);CHKERRQ(ierr);
2166     ierr = PetscSFGetGraph(sfPoint, &nroots, NULL, NULL, NULL);CHKERRQ(ierr);
2167     /* Build adjacency graph via a section/segbuffer */
2168     ierr = PetscSectionCreate(PetscObjectComm((PetscObject) dm), &section);CHKERRQ(ierr);
2169     ierr = PetscSectionSetChart(section, pStart, pEnd);CHKERRQ(ierr);
2170     ierr = PetscSegBufferCreate(sizeof(PetscInt),1000,&adjBuffer);CHKERRQ(ierr);
2171     /* Always use FVM adjacency to create partitioner graph */
2172     ierr = DMPlexGetAdjacencyUseCone(dm, &useCone);CHKERRQ(ierr);
2173     ierr = DMPlexGetAdjacencyUseClosure(dm, &useClosure);CHKERRQ(ierr);
2174     ierr = DMPlexSetAdjacencyUseCone(dm, PETSC_TRUE);CHKERRQ(ierr);
2175     ierr = DMPlexSetAdjacencyUseClosure(dm, PETSC_FALSE);CHKERRQ(ierr);
2176     ierr = DMPlexGetCellNumbering(dm, &cellNumbering);CHKERRQ(ierr);
2177     ierr = ISGetIndices(cellNumbering, &cellNum);CHKERRQ(ierr);
2178     for (n = 0, p = pStart; p < pEnd; p++) {
2179       /* Skip non-owned cells in parallel (ParMetis expects no overlap) */
2180       if (nroots > 0) {if (cellNum[p] < 0) continue;}
2181       adjSize = PETSC_DETERMINE;
2182       ierr = DMPlexGetAdjacency(dm, p, &adjSize, &adj);CHKERRQ(ierr);
2183       for (a = 0; a < adjSize; ++a) {
2184         const PetscInt point = adj[a];
2185         if (pStart <= point && point < pEnd) {
2186           PetscInt *PETSC_RESTRICT pBuf;
2187           ierr = PetscSectionAddDof(section, p, 1);CHKERRQ(ierr);
2188           ierr = PetscSegBufferGetInts(adjBuffer, 1, &pBuf);CHKERRQ(ierr);
2189           *pBuf = point;
2190         }
2191       }
2192       n++;
2193     }
2194     ierr = DMPlexSetAdjacencyUseCone(dm, useCone);CHKERRQ(ierr);
2195     ierr = DMPlexSetAdjacencyUseClosure(dm, useClosure);CHKERRQ(ierr);
2196     /* Derive CSR graph from section/segbuffer */
2197     ierr = PetscSectionSetUp(section);CHKERRQ(ierr);
2198     ierr = PetscSectionGetStorageSize(section, &size);CHKERRQ(ierr);
2199     ierr = PetscMalloc1(n+1, &xadj);CHKERRQ(ierr);
2200     for (idx = 0, p = pStart; p < pEnd; p++) {
2201       if (nroots > 0) {if (cellNum[p] < 0) continue;}
2202       ierr = PetscSectionGetOffset(section, p, &(xadj[idx++]));CHKERRQ(ierr);
2203     }
2204     xadj[n] = size;
2205     ierr = PetscSegBufferExtractAlloc(adjBuffer, &adjncy);CHKERRQ(ierr);
2206     /* Clean up */
2207     ierr = PetscSegBufferDestroy(&adjBuffer);CHKERRQ(ierr);
2208     ierr = PetscSectionDestroy(&section);CHKERRQ(ierr);
2209     ierr = PetscFree(adj);CHKERRQ(ierr);
2210     graph->xadj = xadj;
2211     graph->adjncy = adjncy;
2212   } else {
2213     Mat       A;
2214     PetscBool isseqaij, flg_row;
2215 
2216     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2217     if (!A->rmap->N || !A->cmap->N) {
2218       ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
2219       PetscFunctionReturn(0);
2220     }
2221     ierr = PetscObjectTypeCompare((PetscObject)A,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
2222     if (!isseqaij && filter) {
2223       PetscBool isseqdense;
2224 
2225       ierr = PetscObjectTypeCompare((PetscObject)A,MATSEQDENSE,&isseqdense);CHKERRQ(ierr);
2226       if (!isseqdense) {
2227         ierr = MatConvert(A,MATSEQAIJ,MAT_INITIAL_MATRIX,&B);CHKERRQ(ierr);
2228       } else { /* TODO: rectangular case and LDA */
2229         PetscScalar *array;
2230         PetscReal   chop=1.e-6;
2231 
2232         ierr = MatDuplicate(A,MAT_COPY_VALUES,&B);CHKERRQ(ierr);
2233         ierr = MatDenseGetArray(B,&array);CHKERRQ(ierr);
2234         ierr = MatGetSize(B,&n,NULL);CHKERRQ(ierr);
2235         for (i=0;i<n;i++) {
2236           PetscInt j;
2237           for (j=i+1;j<n;j++) {
2238             PetscReal thresh = chop*(PetscAbsScalar(array[i*(n+1)])+PetscAbsScalar(array[j*(n+1)]));
2239             if (PetscAbsScalar(array[i*n+j]) < thresh) array[i*n+j] = 0.;
2240             if (PetscAbsScalar(array[j*n+i]) < thresh) array[j*n+i] = 0.;
2241           }
2242         }
2243         ierr = MatDenseRestoreArray(B,&array);CHKERRQ(ierr);
2244         ierr = MatConvert(B,MATSEQAIJ,MAT_INPLACE_MATRIX,&B);CHKERRQ(ierr);
2245       }
2246     } else {
2247       ierr = PetscObjectReference((PetscObject)A);CHKERRQ(ierr);
2248       B = A;
2249     }
2250     ierr = MatGetRowIJ(B,0,PETSC_TRUE,PETSC_FALSE,&n,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
2251 
2252     /* if filter is true, then removes entries lower than PETSC_SMALL in magnitude */
2253     if (filter) {
2254       PetscScalar *data;
2255       PetscInt    j,cum;
2256 
2257       ierr = PetscCalloc2(n+1,&xadj_filtered,xadj[n],&adjncy_filtered);CHKERRQ(ierr);
2258       ierr = MatSeqAIJGetArray(B,&data);CHKERRQ(ierr);
2259       cum = 0;
2260       for (i=0;i<n;i++) {
2261         PetscInt t;
2262 
2263         for (j=xadj[i];j<xadj[i+1];j++) {
2264           if (PetscUnlikely(PetscAbsScalar(data[j]) < PETSC_SMALL)) {
2265             continue;
2266           }
2267           adjncy_filtered[cum+xadj_filtered[i]++] = adjncy[j];
2268         }
2269         t = xadj_filtered[i];
2270         xadj_filtered[i] = cum;
2271         cum += t;
2272       }
2273       ierr = MatSeqAIJRestoreArray(B,&data);CHKERRQ(ierr);
2274       graph->xadj = xadj_filtered;
2275       graph->adjncy = adjncy_filtered;
2276     } else {
2277       graph->xadj = xadj;
2278       graph->adjncy = adjncy;
2279     }
2280   }
2281   /* compute local connected components using PCBDDCGraph */
2282   ierr = ISCreateStride(PETSC_COMM_SELF,n,0,1,&is_dummy);CHKERRQ(ierr);
2283   ierr = ISLocalToGlobalMappingCreateIS(is_dummy,&l2gmap_dummy);CHKERRQ(ierr);
2284   ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
2285   ierr = PCBDDCGraphInit(graph,l2gmap_dummy,n,PETSC_MAX_INT);CHKERRQ(ierr);
2286   ierr = ISLocalToGlobalMappingDestroy(&l2gmap_dummy);CHKERRQ(ierr);
2287   ierr = PCBDDCGraphSetUp(graph,1,NULL,NULL,0,NULL,NULL);CHKERRQ(ierr);
2288   ierr = PCBDDCGraphComputeConnectedComponents(graph);CHKERRQ(ierr);
2289 
2290   /* partial clean up */
2291   ierr = PetscFree2(xadj_filtered,adjncy_filtered);CHKERRQ(ierr);
2292   if (B) {
2293     PetscBool flg_row;
2294     ierr = MatRestoreRowIJ(B,0,PETSC_TRUE,PETSC_FALSE,&n,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
2295     ierr = MatDestroy(&B);CHKERRQ(ierr);
2296   }
2297   if (isplex) {
2298     ierr = PetscFree(xadj);CHKERRQ(ierr);
2299     ierr = PetscFree(adjncy);CHKERRQ(ierr);
2300   }
2301 
2302   /* get back data */
2303   if (isplex) {
2304     if (ncc) *ncc = graph->ncc;
2305     if (cc || primalv) {
2306       Mat          A;
2307       PetscBT      btv,btvt;
2308       PetscSection subSection;
2309       PetscInt     *ids,cum,cump,*cids,*pids;
2310 
2311       ierr = DMPlexGetSubdomainSection(dm,&subSection);CHKERRQ(ierr);
2312       ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2313       ierr = PetscMalloc3(A->rmap->n,&ids,graph->ncc+1,&cids,A->rmap->n,&pids);CHKERRQ(ierr);
2314       ierr = PetscBTCreate(A->rmap->n,&btv);CHKERRQ(ierr);
2315       ierr = PetscBTCreate(A->rmap->n,&btvt);CHKERRQ(ierr);
2316 
2317       cids[0] = 0;
2318       for (i = 0, cump = 0, cum = 0; i < graph->ncc; i++) {
2319         PetscInt j;
2320 
2321         ierr = PetscBTMemzero(A->rmap->n,btvt);CHKERRQ(ierr);
2322         for (j = graph->cptr[i]; j < graph->cptr[i+1]; j++) {
2323           PetscInt k, size, *closure = NULL, cell = graph->queue[j];
2324 
2325           ierr = DMPlexGetTransitiveClosure(dm,cell,PETSC_TRUE,&size,&closure);CHKERRQ(ierr);
2326           for (k = 0; k < 2*size; k += 2) {
2327             PetscInt s, p = closure[k], off, dof, cdof;
2328 
2329             ierr = PetscSectionGetConstraintDof(subSection, p, &cdof);CHKERRQ(ierr);
2330             ierr = PetscSectionGetOffset(subSection,p,&off);CHKERRQ(ierr);
2331             ierr = PetscSectionGetDof(subSection,p,&dof);CHKERRQ(ierr);
2332             for (s = 0; s < dof-cdof; s++) {
2333               if (PetscBTLookupSet(btvt,off+s)) continue;
2334               if (!PetscBTLookup(btv,off+s)) {
2335                 ids[cum++] = off+s;
2336               } else { /* cross-vertex */
2337                 pids[cump++] = off+s;
2338               }
2339             }
2340           }
2341           ierr = DMPlexRestoreTransitiveClosure(dm,cell,PETSC_TRUE,&size,&closure);CHKERRQ(ierr);
2342         }
2343         cids[i+1] = cum;
2344         /* mark dofs as already assigned */
2345         for (j = cids[i]; j < cids[i+1]; j++) {
2346           ierr = PetscBTSet(btv,ids[j]);CHKERRQ(ierr);
2347         }
2348       }
2349       if (cc) {
2350         ierr = PetscMalloc1(graph->ncc,&cc_n);CHKERRQ(ierr);
2351         for (i = 0; i < graph->ncc; i++) {
2352           ierr = ISCreateGeneral(PETSC_COMM_SELF,cids[i+1]-cids[i],ids+cids[i],PETSC_COPY_VALUES,&cc_n[i]);CHKERRQ(ierr);
2353         }
2354         *cc = cc_n;
2355       }
2356       if (primalv) {
2357         ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),cump,pids,PETSC_COPY_VALUES,primalv);CHKERRQ(ierr);
2358       }
2359       ierr = PetscFree3(ids,cids,pids);CHKERRQ(ierr);
2360       ierr = PetscBTDestroy(&btv);CHKERRQ(ierr);
2361       ierr = PetscBTDestroy(&btvt);CHKERRQ(ierr);
2362     }
2363   } else {
2364     if (ncc) *ncc = graph->ncc;
2365     if (cc) {
2366       ierr = PetscMalloc1(graph->ncc,&cc_n);CHKERRQ(ierr);
2367       for (i=0;i<graph->ncc;i++) {
2368         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);
2369       }
2370       *cc = cc_n;
2371     }
2372   }
2373   /* clean up graph */
2374   graph->xadj = 0;
2375   graph->adjncy = 0;
2376   ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
2377   PetscFunctionReturn(0);
2378 }
2379 
2380 PetscErrorCode PCBDDCBenignCheck(PC pc, IS zerodiag)
2381 {
2382   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2383   PC_IS*         pcis = (PC_IS*)(pc->data);
2384   IS             dirIS = NULL;
2385   PetscInt       i;
2386   PetscErrorCode ierr;
2387 
2388   PetscFunctionBegin;
2389   ierr = PCBDDCGraphGetDirichletDofs(pcbddc->mat_graph,&dirIS);CHKERRQ(ierr);
2390   if (zerodiag) {
2391     Mat            A;
2392     Vec            vec3_N;
2393     PetscScalar    *vals;
2394     const PetscInt *idxs;
2395     PetscInt       nz,*count;
2396 
2397     /* p0 */
2398     ierr = VecSet(pcis->vec1_N,0.);CHKERRQ(ierr);
2399     ierr = PetscMalloc1(pcis->n,&vals);CHKERRQ(ierr);
2400     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2401     ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2402     for (i=0;i<nz;i++) vals[i] = 1.;
2403     ierr = VecSetValues(pcis->vec1_N,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2404     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
2405     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
2406     /* v_I */
2407     ierr = VecSetRandom(pcis->vec2_N,NULL);CHKERRQ(ierr);
2408     for (i=0;i<nz;i++) vals[i] = 0.;
2409     ierr = VecSetValues(pcis->vec2_N,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2410     ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2411     ierr = ISGetIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2412     for (i=0;i<pcis->n_B;i++) vals[i] = 0.;
2413     ierr = VecSetValues(pcis->vec2_N,pcis->n_B,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2414     ierr = ISRestoreIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2415     if (dirIS) {
2416       PetscInt n;
2417 
2418       ierr = ISGetLocalSize(dirIS,&n);CHKERRQ(ierr);
2419       ierr = ISGetIndices(dirIS,&idxs);CHKERRQ(ierr);
2420       for (i=0;i<n;i++) vals[i] = 0.;
2421       ierr = VecSetValues(pcis->vec2_N,n,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2422       ierr = ISRestoreIndices(dirIS,&idxs);CHKERRQ(ierr);
2423     }
2424     ierr = VecAssemblyBegin(pcis->vec2_N);CHKERRQ(ierr);
2425     ierr = VecAssemblyEnd(pcis->vec2_N);CHKERRQ(ierr);
2426     ierr = VecDuplicate(pcis->vec1_N,&vec3_N);CHKERRQ(ierr);
2427     ierr = VecSet(vec3_N,0.);CHKERRQ(ierr);
2428     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2429     ierr = MatMult(A,pcis->vec1_N,vec3_N);CHKERRQ(ierr);
2430     ierr = VecDot(vec3_N,pcis->vec2_N,&vals[0]);CHKERRQ(ierr);
2431     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]));
2432     ierr = PetscFree(vals);CHKERRQ(ierr);
2433     ierr = VecDestroy(&vec3_N);CHKERRQ(ierr);
2434 
2435     /* there should not be any pressure dofs lying on the interface */
2436     ierr = PetscCalloc1(pcis->n,&count);CHKERRQ(ierr);
2437     ierr = ISGetIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2438     for (i=0;i<pcis->n_B;i++) count[idxs[i]]++;
2439     ierr = ISRestoreIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2440     ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2441     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]);
2442     ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2443     ierr = PetscFree(count);CHKERRQ(ierr);
2444   }
2445   ierr = ISDestroy(&dirIS);CHKERRQ(ierr);
2446 
2447   /* check PCBDDCBenignGetOrSetP0 */
2448   ierr = VecSetRandom(pcis->vec1_global,NULL);CHKERRQ(ierr);
2449   for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = -PetscGlobalRank-i;
2450   ierr = PCBDDCBenignGetOrSetP0(pc,pcis->vec1_global,PETSC_FALSE);CHKERRQ(ierr);
2451   for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = 1;
2452   ierr = PCBDDCBenignGetOrSetP0(pc,pcis->vec1_global,PETSC_TRUE);CHKERRQ(ierr);
2453   for (i=0;i<pcbddc->benign_n;i++) {
2454     PetscInt val = PetscRealPart(pcbddc->benign_p0[i]);
2455     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);
2456   }
2457   PetscFunctionReturn(0);
2458 }
2459 
2460 PetscErrorCode PCBDDCBenignDetectSaddlePoint(PC pc, IS *zerodiaglocal)
2461 {
2462   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2463   IS             pressures,zerodiag,zerodiag_save,*zerodiag_subs;
2464   PetscInt       nz,n;
2465   PetscInt       *interior_dofs,n_interior_dofs,nneu;
2466   PetscBool      sorted,have_null,has_null_pressures,recompute_zerodiag,checkb;
2467   PetscErrorCode ierr;
2468 
2469   PetscFunctionBegin;
2470   ierr = PetscSFDestroy(&pcbddc->benign_sf);CHKERRQ(ierr);
2471   ierr = MatDestroy(&pcbddc->benign_B0);CHKERRQ(ierr);
2472   for (n=0;n<pcbddc->benign_n;n++) {
2473     ierr = ISDestroy(&pcbddc->benign_zerodiag_subs[n]);CHKERRQ(ierr);
2474   }
2475   ierr = PetscFree(pcbddc->benign_zerodiag_subs);CHKERRQ(ierr);
2476   pcbddc->benign_n = 0;
2477 
2478   /* if a local info on dofs is present, uses the last field for "pressures" (or fid by command line)
2479      otherwise, it uses only zerodiagonal dofs (ok if the pressure block is all zero; it could fail if it is not)
2480      Checks if all the pressure dofs in each subdomain have a zero diagonal
2481      If not, a change of basis on pressures is not needed
2482      since the local Schur complements are already SPD
2483   */
2484   has_null_pressures = PETSC_TRUE;
2485   have_null = PETSC_TRUE;
2486   if (pcbddc->n_ISForDofsLocal) {
2487     IS       iP = NULL;
2488     PetscInt npl,*idxs,p = pcbddc->n_ISForDofsLocal-1;
2489 
2490     ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC benign options","PC");CHKERRQ(ierr);
2491     ierr = PetscOptionsInt("-pc_bddc_pressure_field","Field id for pressures",NULL,p,&p,NULL);CHKERRQ(ierr);
2492     ierr = PetscOptionsEnd();CHKERRQ(ierr);
2493     if (p < 0 || p > pcbddc->n_ISForDofsLocal-1) SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Invalid field id for pressures %D",p);
2494     /* Dofs splitting for BDDC cannot have PETSC_COMM_SELF, so create a sequential IS */
2495     ierr = ISGetLocalSize(pcbddc->ISForDofsLocal[p],&npl);CHKERRQ(ierr);
2496     ierr = ISGetIndices(pcbddc->ISForDofsLocal[p],(const PetscInt**)&idxs);CHKERRQ(ierr);
2497     ierr = ISCreateGeneral(PETSC_COMM_SELF,npl,idxs,PETSC_COPY_VALUES,&pressures);CHKERRQ(ierr);
2498     ierr = ISRestoreIndices(pcbddc->ISForDofsLocal[p],(const PetscInt**)&idxs);CHKERRQ(ierr);
2499     /* remove zeroed out pressures if we are setting up a BDDC solver for a saddle-point FETI-DP */
2500     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_lP",(PetscObject*)&iP);CHKERRQ(ierr);
2501     if (iP) {
2502       IS newpressures;
2503 
2504       ierr = ISDifference(pressures,iP,&newpressures);CHKERRQ(ierr);
2505       ierr = ISDestroy(&pressures);CHKERRQ(ierr);
2506       pressures = newpressures;
2507     }
2508     ierr = ISSorted(pressures,&sorted);CHKERRQ(ierr);
2509     if (!sorted) {
2510       ierr = ISSort(pressures);CHKERRQ(ierr);
2511     }
2512   } else {
2513     pressures = NULL;
2514   }
2515   /* pcis has not been setup yet, so get the local size from the subdomain matrix */
2516   ierr = MatGetLocalSize(pcbddc->local_mat,&n,NULL);CHKERRQ(ierr);
2517   if (!n) pcbddc->benign_change_explicit = PETSC_TRUE;
2518   ierr = MatFindZeroDiagonals(pcbddc->local_mat,&zerodiag);CHKERRQ(ierr);
2519   ierr = ISSorted(zerodiag,&sorted);CHKERRQ(ierr);
2520   if (!sorted) {
2521     ierr = ISSort(zerodiag);CHKERRQ(ierr);
2522   }
2523   ierr = PetscObjectReference((PetscObject)zerodiag);CHKERRQ(ierr);
2524   zerodiag_save = zerodiag;
2525   ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2526   if (!nz) {
2527     if (n) have_null = PETSC_FALSE;
2528     has_null_pressures = PETSC_FALSE;
2529     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2530   }
2531   recompute_zerodiag = PETSC_FALSE;
2532   /* in case disconnected subdomains info is present, split the pressures accordingly (otherwise the benign trick could fail) */
2533   zerodiag_subs    = NULL;
2534   pcbddc->benign_n = 0;
2535   n_interior_dofs  = 0;
2536   interior_dofs    = NULL;
2537   nneu             = 0;
2538   if (pcbddc->NeumannBoundariesLocal) {
2539     ierr = ISGetLocalSize(pcbddc->NeumannBoundariesLocal,&nneu);CHKERRQ(ierr);
2540   }
2541   checkb = (PetscBool)(!pcbddc->NeumannBoundariesLocal || pcbddc->current_level);
2542   if (checkb) { /* need to compute interior nodes */
2543     PetscInt n,i,j;
2544     PetscInt n_neigh,*neigh,*n_shared,**shared;
2545     PetscInt *iwork;
2546 
2547     ierr = ISLocalToGlobalMappingGetSize(pc->pmat->rmap->mapping,&n);CHKERRQ(ierr);
2548     ierr = ISLocalToGlobalMappingGetInfo(pc->pmat->rmap->mapping,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
2549     ierr = PetscCalloc1(n,&iwork);CHKERRQ(ierr);
2550     ierr = PetscMalloc1(n,&interior_dofs);CHKERRQ(ierr);
2551     for (i=1;i<n_neigh;i++)
2552       for (j=0;j<n_shared[i];j++)
2553           iwork[shared[i][j]] += 1;
2554     for (i=0;i<n;i++)
2555       if (!iwork[i])
2556         interior_dofs[n_interior_dofs++] = i;
2557     ierr = PetscFree(iwork);CHKERRQ(ierr);
2558     ierr = ISLocalToGlobalMappingRestoreInfo(pc->pmat->rmap->mapping,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
2559   }
2560   if (has_null_pressures) {
2561     IS             *subs;
2562     PetscInt       nsubs,i,j,nl;
2563     const PetscInt *idxs;
2564     PetscScalar    *array;
2565     Vec            *work;
2566     Mat_IS*        matis = (Mat_IS*)(pc->pmat->data);
2567 
2568     subs  = pcbddc->local_subs;
2569     nsubs = pcbddc->n_local_subs;
2570     /* 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) */
2571     if (checkb) {
2572       ierr = VecDuplicateVecs(matis->y,2,&work);CHKERRQ(ierr);
2573       ierr = ISGetLocalSize(zerodiag,&nl);CHKERRQ(ierr);
2574       ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2575       /* work[0] = 1_p */
2576       ierr = VecSet(work[0],0.);CHKERRQ(ierr);
2577       ierr = VecGetArray(work[0],&array);CHKERRQ(ierr);
2578       for (j=0;j<nl;j++) array[idxs[j]] = 1.;
2579       ierr = VecRestoreArray(work[0],&array);CHKERRQ(ierr);
2580       /* work[0] = 1_v */
2581       ierr = VecSet(work[1],1.);CHKERRQ(ierr);
2582       ierr = VecGetArray(work[1],&array);CHKERRQ(ierr);
2583       for (j=0;j<nl;j++) array[idxs[j]] = 0.;
2584       ierr = VecRestoreArray(work[1],&array);CHKERRQ(ierr);
2585       ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2586     }
2587     if (nsubs > 1) {
2588       ierr = PetscCalloc1(nsubs,&zerodiag_subs);CHKERRQ(ierr);
2589       for (i=0;i<nsubs;i++) {
2590         ISLocalToGlobalMapping l2g;
2591         IS                     t_zerodiag_subs;
2592         PetscInt               nl;
2593 
2594         ierr = ISLocalToGlobalMappingCreateIS(subs[i],&l2g);CHKERRQ(ierr);
2595         ierr = ISGlobalToLocalMappingApplyIS(l2g,IS_GTOLM_DROP,zerodiag,&t_zerodiag_subs);CHKERRQ(ierr);
2596         ierr = ISGetLocalSize(t_zerodiag_subs,&nl);CHKERRQ(ierr);
2597         if (nl) {
2598           PetscBool valid = PETSC_TRUE;
2599 
2600           if (checkb) {
2601             ierr = VecSet(matis->x,0);CHKERRQ(ierr);
2602             ierr = ISGetLocalSize(subs[i],&nl);CHKERRQ(ierr);
2603             ierr = ISGetIndices(subs[i],&idxs);CHKERRQ(ierr);
2604             ierr = VecGetArray(matis->x,&array);CHKERRQ(ierr);
2605             for (j=0;j<nl;j++) array[idxs[j]] = 1.;
2606             ierr = VecRestoreArray(matis->x,&array);CHKERRQ(ierr);
2607             ierr = ISRestoreIndices(subs[i],&idxs);CHKERRQ(ierr);
2608             ierr = VecPointwiseMult(matis->x,work[0],matis->x);CHKERRQ(ierr);
2609             ierr = MatMult(matis->A,matis->x,matis->y);CHKERRQ(ierr);
2610             ierr = VecPointwiseMult(matis->y,work[1],matis->y);CHKERRQ(ierr);
2611             ierr = VecGetArray(matis->y,&array);CHKERRQ(ierr);
2612             for (j=0;j<n_interior_dofs;j++) {
2613               if (PetscAbsScalar(array[interior_dofs[j]]) > PETSC_SMALL) {
2614                 valid = PETSC_FALSE;
2615                 break;
2616               }
2617             }
2618             ierr = VecRestoreArray(matis->y,&array);CHKERRQ(ierr);
2619           }
2620           if (valid && nneu) {
2621             const PetscInt *idxs;
2622             PetscInt       nzb;
2623 
2624             ierr = ISGetIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
2625             ierr = ISGlobalToLocalMappingApply(l2g,IS_GTOLM_DROP,nneu,idxs,&nzb,NULL);CHKERRQ(ierr);
2626             ierr = ISRestoreIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
2627             if (nzb) valid = PETSC_FALSE;
2628           }
2629           if (valid && pressures) {
2630             IS t_pressure_subs;
2631             ierr = ISGlobalToLocalMappingApplyIS(l2g,IS_GTOLM_DROP,pressures,&t_pressure_subs);CHKERRQ(ierr);
2632             ierr = ISEqual(t_pressure_subs,t_zerodiag_subs,&valid);CHKERRQ(ierr);
2633             ierr = ISDestroy(&t_pressure_subs);CHKERRQ(ierr);
2634           }
2635           if (valid) {
2636             ierr = ISLocalToGlobalMappingApplyIS(l2g,t_zerodiag_subs,&zerodiag_subs[pcbddc->benign_n]);CHKERRQ(ierr);
2637             pcbddc->benign_n++;
2638           } else {
2639             recompute_zerodiag = PETSC_TRUE;
2640           }
2641         }
2642         ierr = ISDestroy(&t_zerodiag_subs);CHKERRQ(ierr);
2643         ierr = ISLocalToGlobalMappingDestroy(&l2g);CHKERRQ(ierr);
2644       }
2645     } else { /* there's just one subdomain (or zero if they have not been detected */
2646       PetscBool valid = PETSC_TRUE;
2647 
2648       if (nneu) valid = PETSC_FALSE;
2649       if (valid && pressures) {
2650         ierr = ISEqual(pressures,zerodiag,&valid);CHKERRQ(ierr);
2651       }
2652       if (valid && checkb) {
2653         ierr = MatMult(matis->A,work[0],matis->x);CHKERRQ(ierr);
2654         ierr = VecPointwiseMult(matis->x,work[1],matis->x);CHKERRQ(ierr);
2655         ierr = VecGetArray(matis->x,&array);CHKERRQ(ierr);
2656         for (j=0;j<n_interior_dofs;j++) {
2657           if (PetscAbsScalar(array[interior_dofs[j]]) > PETSC_SMALL) {
2658             valid = PETSC_FALSE;
2659             break;
2660           }
2661         }
2662         ierr = VecRestoreArray(matis->x,&array);CHKERRQ(ierr);
2663       }
2664       if (valid) {
2665         pcbddc->benign_n = 1;
2666         ierr = PetscMalloc1(pcbddc->benign_n,&zerodiag_subs);CHKERRQ(ierr);
2667         ierr = PetscObjectReference((PetscObject)zerodiag);CHKERRQ(ierr);
2668         zerodiag_subs[0] = zerodiag;
2669       }
2670     }
2671     if (checkb) {
2672       ierr = VecDestroyVecs(2,&work);CHKERRQ(ierr);
2673     }
2674   }
2675   ierr = PetscFree(interior_dofs);CHKERRQ(ierr);
2676 
2677   if (!pcbddc->benign_n) {
2678     PetscInt n;
2679 
2680     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2681     recompute_zerodiag = PETSC_FALSE;
2682     ierr = MatGetLocalSize(pcbddc->local_mat,&n,NULL);CHKERRQ(ierr);
2683     if (n) {
2684       has_null_pressures = PETSC_FALSE;
2685       have_null = PETSC_FALSE;
2686     }
2687   }
2688 
2689   /* final check for null pressures */
2690   if (zerodiag && pressures) {
2691     PetscInt nz,np;
2692     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2693     ierr = ISGetLocalSize(pressures,&np);CHKERRQ(ierr);
2694     if (nz != np) have_null = PETSC_FALSE;
2695   }
2696 
2697   if (recompute_zerodiag) {
2698     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2699     if (pcbddc->benign_n == 1) {
2700       ierr = PetscObjectReference((PetscObject)zerodiag_subs[0]);CHKERRQ(ierr);
2701       zerodiag = zerodiag_subs[0];
2702     } else {
2703       PetscInt i,nzn,*new_idxs;
2704 
2705       nzn = 0;
2706       for (i=0;i<pcbddc->benign_n;i++) {
2707         PetscInt ns;
2708         ierr = ISGetLocalSize(zerodiag_subs[i],&ns);CHKERRQ(ierr);
2709         nzn += ns;
2710       }
2711       ierr = PetscMalloc1(nzn,&new_idxs);CHKERRQ(ierr);
2712       nzn = 0;
2713       for (i=0;i<pcbddc->benign_n;i++) {
2714         PetscInt ns,*idxs;
2715         ierr = ISGetLocalSize(zerodiag_subs[i],&ns);CHKERRQ(ierr);
2716         ierr = ISGetIndices(zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2717         ierr = PetscMemcpy(new_idxs+nzn,idxs,ns*sizeof(PetscInt));CHKERRQ(ierr);
2718         ierr = ISRestoreIndices(zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2719         nzn += ns;
2720       }
2721       ierr = PetscSortInt(nzn,new_idxs);CHKERRQ(ierr);
2722       ierr = ISCreateGeneral(PETSC_COMM_SELF,nzn,new_idxs,PETSC_OWN_POINTER,&zerodiag);CHKERRQ(ierr);
2723     }
2724     have_null = PETSC_FALSE;
2725   }
2726 
2727   /* Prepare matrix to compute no-net-flux */
2728   if (pcbddc->compute_nonetflux && !pcbddc->divudotp) {
2729     Mat                    A,loc_divudotp;
2730     ISLocalToGlobalMapping rl2g,cl2g,l2gmap;
2731     IS                     row,col,isused = NULL;
2732     PetscInt               M,N,n,st,n_isused;
2733 
2734     if (pressures) {
2735       isused = pressures;
2736     } else {
2737       isused = zerodiag_save;
2738     }
2739     ierr = MatGetLocalToGlobalMapping(pc->pmat,&l2gmap,NULL);CHKERRQ(ierr);
2740     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2741     ierr = MatGetLocalSize(A,&n,NULL);CHKERRQ(ierr);
2742     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");
2743     n_isused = 0;
2744     if (isused) {
2745       ierr = ISGetLocalSize(isused,&n_isused);CHKERRQ(ierr);
2746     }
2747     ierr = MPI_Scan(&n_isused,&st,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2748     st = st-n_isused;
2749     if (n) {
2750       const PetscInt *gidxs;
2751 
2752       ierr = MatCreateSubMatrix(A,isused,NULL,MAT_INITIAL_MATRIX,&loc_divudotp);CHKERRQ(ierr);
2753       ierr = ISLocalToGlobalMappingGetIndices(l2gmap,&gidxs);CHKERRQ(ierr);
2754       /* TODO: extend ISCreateStride with st = PETSC_DECIDE */
2755       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n_isused,st,1,&row);CHKERRQ(ierr);
2756       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),n,gidxs,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
2757       ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap,&gidxs);CHKERRQ(ierr);
2758     } else {
2759       ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,0,0,1,NULL,&loc_divudotp);CHKERRQ(ierr);
2760       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n_isused,st,1,&row);CHKERRQ(ierr);
2761       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),0,NULL,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
2762     }
2763     ierr = MatGetSize(pc->pmat,NULL,&N);CHKERRQ(ierr);
2764     ierr = ISGetSize(row,&M);CHKERRQ(ierr);
2765     ierr = ISLocalToGlobalMappingCreateIS(row,&rl2g);CHKERRQ(ierr);
2766     ierr = ISLocalToGlobalMappingCreateIS(col,&cl2g);CHKERRQ(ierr);
2767     ierr = ISDestroy(&row);CHKERRQ(ierr);
2768     ierr = ISDestroy(&col);CHKERRQ(ierr);
2769     ierr = MatCreate(PetscObjectComm((PetscObject)pc),&pcbddc->divudotp);CHKERRQ(ierr);
2770     ierr = MatSetType(pcbddc->divudotp,MATIS);CHKERRQ(ierr);
2771     ierr = MatSetSizes(pcbddc->divudotp,PETSC_DECIDE,PETSC_DECIDE,M,N);CHKERRQ(ierr);
2772     ierr = MatSetLocalToGlobalMapping(pcbddc->divudotp,rl2g,cl2g);CHKERRQ(ierr);
2773     ierr = ISLocalToGlobalMappingDestroy(&rl2g);CHKERRQ(ierr);
2774     ierr = ISLocalToGlobalMappingDestroy(&cl2g);CHKERRQ(ierr);
2775     ierr = MatISSetLocalMat(pcbddc->divudotp,loc_divudotp);CHKERRQ(ierr);
2776     ierr = MatDestroy(&loc_divudotp);CHKERRQ(ierr);
2777     ierr = MatAssemblyBegin(pcbddc->divudotp,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2778     ierr = MatAssemblyEnd(pcbddc->divudotp,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2779   }
2780   ierr = ISDestroy(&zerodiag_save);CHKERRQ(ierr);
2781 
2782   /* change of basis and p0 dofs */
2783   if (has_null_pressures) {
2784     IS             zerodiagc;
2785     const PetscInt *idxs,*idxsc;
2786     PetscInt       i,s,*nnz;
2787 
2788     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2789     ierr = ISComplement(zerodiag,0,n,&zerodiagc);CHKERRQ(ierr);
2790     ierr = ISGetIndices(zerodiagc,&idxsc);CHKERRQ(ierr);
2791     /* local change of basis for pressures */
2792     ierr = MatDestroy(&pcbddc->benign_change);CHKERRQ(ierr);
2793     ierr = MatCreate(PetscObjectComm((PetscObject)pcbddc->local_mat),&pcbddc->benign_change);CHKERRQ(ierr);
2794     ierr = MatSetType(pcbddc->benign_change,MATAIJ);CHKERRQ(ierr);
2795     ierr = MatSetSizes(pcbddc->benign_change,n,n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
2796     ierr = PetscMalloc1(n,&nnz);CHKERRQ(ierr);
2797     for (i=0;i<n-nz;i++) nnz[idxsc[i]] = 1; /* identity on velocities plus pressure dofs for non-singular subdomains */
2798     for (i=0;i<pcbddc->benign_n;i++) {
2799       PetscInt nzs,j;
2800 
2801       ierr = ISGetLocalSize(zerodiag_subs[i],&nzs);CHKERRQ(ierr);
2802       ierr = ISGetIndices(zerodiag_subs[i],&idxs);CHKERRQ(ierr);
2803       for (j=0;j<nzs-1;j++) nnz[idxs[j]] = 2; /* change on pressures */
2804       nnz[idxs[nzs-1]] = nzs; /* last local pressure dof in subdomain */
2805       ierr = ISRestoreIndices(zerodiag_subs[i],&idxs);CHKERRQ(ierr);
2806     }
2807     ierr = MatSeqAIJSetPreallocation(pcbddc->benign_change,0,nnz);CHKERRQ(ierr);
2808     ierr = MatSetOption(pcbddc->benign_change,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_TRUE);CHKERRQ(ierr);
2809     ierr = PetscFree(nnz);CHKERRQ(ierr);
2810     /* set identity on velocities */
2811     for (i=0;i<n-nz;i++) {
2812       ierr = MatSetValue(pcbddc->benign_change,idxsc[i],idxsc[i],1.,INSERT_VALUES);CHKERRQ(ierr);
2813     }
2814     ierr = ISRestoreIndices(zerodiagc,&idxsc);CHKERRQ(ierr);
2815     ierr = ISDestroy(&zerodiagc);CHKERRQ(ierr);
2816     ierr = PetscFree3(pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx,pcbddc->benign_p0);CHKERRQ(ierr);
2817     ierr = PetscMalloc3(pcbddc->benign_n,&pcbddc->benign_p0_lidx,pcbddc->benign_n,&pcbddc->benign_p0_gidx,pcbddc->benign_n,&pcbddc->benign_p0);CHKERRQ(ierr);
2818     /* set change on pressures */
2819     for (s=0;s<pcbddc->benign_n;s++) {
2820       PetscScalar *array;
2821       PetscInt    nzs;
2822 
2823       ierr = ISGetLocalSize(zerodiag_subs[s],&nzs);CHKERRQ(ierr);
2824       ierr = ISGetIndices(zerodiag_subs[s],&idxs);CHKERRQ(ierr);
2825       for (i=0;i<nzs-1;i++) {
2826         PetscScalar vals[2];
2827         PetscInt    cols[2];
2828 
2829         cols[0] = idxs[i];
2830         cols[1] = idxs[nzs-1];
2831         vals[0] = 1.;
2832         vals[1] = 1.;
2833         ierr = MatSetValues(pcbddc->benign_change,1,cols,2,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
2834       }
2835       ierr = PetscMalloc1(nzs,&array);CHKERRQ(ierr);
2836       for (i=0;i<nzs-1;i++) array[i] = -1.;
2837       array[nzs-1] = 1.;
2838       ierr = MatSetValues(pcbddc->benign_change,1,idxs+nzs-1,nzs,idxs,array,INSERT_VALUES);CHKERRQ(ierr);
2839       /* store local idxs for p0 */
2840       pcbddc->benign_p0_lidx[s] = idxs[nzs-1];
2841       ierr = ISRestoreIndices(zerodiag_subs[s],&idxs);CHKERRQ(ierr);
2842       ierr = PetscFree(array);CHKERRQ(ierr);
2843     }
2844     ierr = MatAssemblyBegin(pcbddc->benign_change,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2845     ierr = MatAssemblyEnd(pcbddc->benign_change,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2846     /* project if needed */
2847     if (pcbddc->benign_change_explicit) {
2848       Mat M;
2849 
2850       ierr = MatPtAP(pcbddc->local_mat,pcbddc->benign_change,MAT_INITIAL_MATRIX,2.0,&M);CHKERRQ(ierr);
2851       ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
2852       ierr = MatSeqAIJCompress(M,&pcbddc->local_mat);CHKERRQ(ierr);
2853       ierr = MatDestroy(&M);CHKERRQ(ierr);
2854     }
2855     /* store global idxs for p0 */
2856     ierr = ISLocalToGlobalMappingApply(pc->pmat->rmap->mapping,pcbddc->benign_n,pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx);CHKERRQ(ierr);
2857   }
2858   pcbddc->benign_zerodiag_subs = zerodiag_subs;
2859   ierr = ISDestroy(&pressures);CHKERRQ(ierr);
2860 
2861   /* determines if the coarse solver will be singular or not */
2862   ierr = MPI_Allreduce(&have_null,&pcbddc->benign_null,1,MPIU_BOOL,MPI_LAND,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2863   /* determines if the problem has subdomains with 0 pressure block */
2864   have_null = (PetscBool)(!!pcbddc->benign_n);
2865   ierr = MPI_Allreduce(&have_null,&pcbddc->benign_have_null,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2866   *zerodiaglocal = zerodiag;
2867   PetscFunctionReturn(0);
2868 }
2869 
2870 PetscErrorCode PCBDDCBenignGetOrSetP0(PC pc, Vec v, PetscBool get)
2871 {
2872   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2873   PetscScalar    *array;
2874   PetscErrorCode ierr;
2875 
2876   PetscFunctionBegin;
2877   if (!pcbddc->benign_sf) {
2878     ierr = PetscSFCreate(PetscObjectComm((PetscObject)pc),&pcbddc->benign_sf);CHKERRQ(ierr);
2879     ierr = PetscSFSetGraphLayout(pcbddc->benign_sf,pc->pmat->rmap,pcbddc->benign_n,NULL,PETSC_OWN_POINTER,pcbddc->benign_p0_gidx);CHKERRQ(ierr);
2880   }
2881   if (get) {
2882     ierr = VecGetArrayRead(v,(const PetscScalar**)&array);CHKERRQ(ierr);
2883     ierr = PetscSFBcastBegin(pcbddc->benign_sf,MPIU_SCALAR,array,pcbddc->benign_p0);CHKERRQ(ierr);
2884     ierr = PetscSFBcastEnd(pcbddc->benign_sf,MPIU_SCALAR,array,pcbddc->benign_p0);CHKERRQ(ierr);
2885     ierr = VecRestoreArrayRead(v,(const PetscScalar**)&array);CHKERRQ(ierr);
2886   } else {
2887     ierr = VecGetArray(v,&array);CHKERRQ(ierr);
2888     ierr = PetscSFReduceBegin(pcbddc->benign_sf,MPIU_SCALAR,pcbddc->benign_p0,array,MPIU_REPLACE);CHKERRQ(ierr);
2889     ierr = PetscSFReduceEnd(pcbddc->benign_sf,MPIU_SCALAR,pcbddc->benign_p0,array,MPIU_REPLACE);CHKERRQ(ierr);
2890     ierr = VecRestoreArray(v,&array);CHKERRQ(ierr);
2891   }
2892   PetscFunctionReturn(0);
2893 }
2894 
2895 PetscErrorCode PCBDDCBenignPopOrPushB0(PC pc, PetscBool pop)
2896 {
2897   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2898   PetscErrorCode ierr;
2899 
2900   PetscFunctionBegin;
2901   /* TODO: add error checking
2902     - avoid nested pop (or push) calls.
2903     - cannot push before pop.
2904     - cannot call this if pcbddc->local_mat is NULL
2905   */
2906   if (!pcbddc->benign_n) {
2907     PetscFunctionReturn(0);
2908   }
2909   if (pop) {
2910     if (pcbddc->benign_change_explicit) {
2911       IS       is_p0;
2912       MatReuse reuse;
2913 
2914       /* extract B_0 */
2915       reuse = MAT_INITIAL_MATRIX;
2916       if (pcbddc->benign_B0) {
2917         reuse = MAT_REUSE_MATRIX;
2918       }
2919       ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddc->benign_n,pcbddc->benign_p0_lidx,PETSC_COPY_VALUES,&is_p0);CHKERRQ(ierr);
2920       ierr = MatCreateSubMatrix(pcbddc->local_mat,is_p0,NULL,reuse,&pcbddc->benign_B0);CHKERRQ(ierr);
2921       /* remove rows and cols from local problem */
2922       ierr = MatSetOption(pcbddc->local_mat,MAT_KEEP_NONZERO_PATTERN,PETSC_TRUE);CHKERRQ(ierr);
2923       ierr = MatSetOption(pcbddc->local_mat,MAT_NEW_NONZERO_LOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
2924       ierr = MatZeroRowsColumnsIS(pcbddc->local_mat,is_p0,1.0,NULL,NULL);CHKERRQ(ierr);
2925       ierr = ISDestroy(&is_p0);CHKERRQ(ierr);
2926     } else {
2927       Mat_IS      *matis = (Mat_IS*)pc->pmat->data;
2928       PetscScalar *vals;
2929       PetscInt    i,n,*idxs_ins;
2930 
2931       ierr = VecGetLocalSize(matis->y,&n);CHKERRQ(ierr);
2932       ierr = PetscMalloc2(n,&idxs_ins,n,&vals);CHKERRQ(ierr);
2933       if (!pcbddc->benign_B0) {
2934         PetscInt *nnz;
2935         ierr = MatCreate(PetscObjectComm((PetscObject)pcbddc->local_mat),&pcbddc->benign_B0);CHKERRQ(ierr);
2936         ierr = MatSetType(pcbddc->benign_B0,MATAIJ);CHKERRQ(ierr);
2937         ierr = MatSetSizes(pcbddc->benign_B0,pcbddc->benign_n,n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
2938         ierr = PetscMalloc1(pcbddc->benign_n,&nnz);CHKERRQ(ierr);
2939         for (i=0;i<pcbddc->benign_n;i++) {
2940           ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[i],&nnz[i]);CHKERRQ(ierr);
2941           nnz[i] = n - nnz[i];
2942         }
2943         ierr = MatSeqAIJSetPreallocation(pcbddc->benign_B0,0,nnz);CHKERRQ(ierr);
2944         ierr = MatSetOption(pcbddc->benign_B0,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_TRUE);CHKERRQ(ierr);
2945         ierr = PetscFree(nnz);CHKERRQ(ierr);
2946       }
2947 
2948       for (i=0;i<pcbddc->benign_n;i++) {
2949         PetscScalar *array;
2950         PetscInt    *idxs,j,nz,cum;
2951 
2952         ierr = VecSet(matis->x,0.);CHKERRQ(ierr);
2953         ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
2954         ierr = ISGetIndices(pcbddc->benign_zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2955         for (j=0;j<nz;j++) vals[j] = 1.;
2956         ierr = VecSetValues(matis->x,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2957         ierr = VecAssemblyBegin(matis->x);CHKERRQ(ierr);
2958         ierr = VecAssemblyEnd(matis->x);CHKERRQ(ierr);
2959         ierr = VecSet(matis->y,0.);CHKERRQ(ierr);
2960         ierr = MatMult(matis->A,matis->x,matis->y);CHKERRQ(ierr);
2961         ierr = VecGetArray(matis->y,&array);CHKERRQ(ierr);
2962         cum = 0;
2963         for (j=0;j<n;j++) {
2964           if (PetscUnlikely(PetscAbsScalar(array[j]) > PETSC_SMALL)) {
2965             vals[cum] = array[j];
2966             idxs_ins[cum] = j;
2967             cum++;
2968           }
2969         }
2970         ierr = MatSetValues(pcbddc->benign_B0,1,&i,cum,idxs_ins,vals,INSERT_VALUES);CHKERRQ(ierr);
2971         ierr = VecRestoreArray(matis->y,&array);CHKERRQ(ierr);
2972         ierr = ISRestoreIndices(pcbddc->benign_zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2973       }
2974       ierr = MatAssemblyBegin(pcbddc->benign_B0,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2975       ierr = MatAssemblyEnd(pcbddc->benign_B0,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2976       ierr = PetscFree2(idxs_ins,vals);CHKERRQ(ierr);
2977     }
2978   } else { /* push */
2979     if (pcbddc->benign_change_explicit) {
2980       PetscInt i;
2981 
2982       for (i=0;i<pcbddc->benign_n;i++) {
2983         PetscScalar *B0_vals;
2984         PetscInt    *B0_cols,B0_ncol;
2985 
2986         ierr = MatGetRow(pcbddc->benign_B0,i,&B0_ncol,(const PetscInt**)&B0_cols,(const PetscScalar**)&B0_vals);CHKERRQ(ierr);
2987         ierr = MatSetValues(pcbddc->local_mat,1,pcbddc->benign_p0_lidx+i,B0_ncol,B0_cols,B0_vals,INSERT_VALUES);CHKERRQ(ierr);
2988         ierr = MatSetValues(pcbddc->local_mat,B0_ncol,B0_cols,1,pcbddc->benign_p0_lidx+i,B0_vals,INSERT_VALUES);CHKERRQ(ierr);
2989         ierr = MatSetValue(pcbddc->local_mat,pcbddc->benign_p0_lidx[i],pcbddc->benign_p0_lidx[i],0.0,INSERT_VALUES);CHKERRQ(ierr);
2990         ierr = MatRestoreRow(pcbddc->benign_B0,i,&B0_ncol,(const PetscInt**)&B0_cols,(const PetscScalar**)&B0_vals);CHKERRQ(ierr);
2991       }
2992       ierr = MatAssemblyBegin(pcbddc->local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2993       ierr = MatAssemblyEnd(pcbddc->local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2994     } else SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Cannot push B0!");
2995   }
2996   PetscFunctionReturn(0);
2997 }
2998 
2999 PetscErrorCode PCBDDCAdaptiveSelection(PC pc)
3000 {
3001   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
3002   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
3003   PetscBLASInt    B_dummyint,B_neigs,B_ierr,B_lwork;
3004   PetscBLASInt    *B_iwork,*B_ifail;
3005   PetscScalar     *work,lwork;
3006   PetscScalar     *St,*S,*eigv;
3007   PetscScalar     *Sarray,*Starray;
3008   PetscReal       *eigs,thresh,lthresh,uthresh;
3009   PetscInt        i,nmax,nmin,nv,cum,mss,cum2,cumarray,maxneigs;
3010   PetscBool       allocated_S_St;
3011 #if defined(PETSC_USE_COMPLEX)
3012   PetscReal       *rwork;
3013 #endif
3014   PetscErrorCode  ierr;
3015 
3016   PetscFunctionBegin;
3017   if (!sub_schurs) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Adaptive selection of constraints requires SubSchurs data");
3018   if (!sub_schurs->schur_explicit) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Adaptive selection of constraints requires MUMPS and/or MKL_CPARDISO");
3019   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);
3020   ierr = PetscLogEventBegin(PC_BDDC_AdaptiveSetUp[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
3021 
3022   if (pcbddc->dbg_flag) {
3023     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
3024     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
3025     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check adaptive selection of constraints\n");CHKERRQ(ierr);
3026     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
3027   }
3028 
3029   if (pcbddc->dbg_flag) {
3030     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);
3031   }
3032 
3033   /* max size of subsets */
3034   mss = 0;
3035   for (i=0;i<sub_schurs->n_subs;i++) {
3036     PetscInt subset_size;
3037 
3038     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
3039     mss = PetscMax(mss,subset_size);
3040   }
3041 
3042   /* min/max and threshold */
3043   nmax = pcbddc->adaptive_nmax > 0 ? pcbddc->adaptive_nmax : mss;
3044   nmin = pcbddc->adaptive_nmin > 0 ? pcbddc->adaptive_nmin : 0;
3045   nmax = PetscMax(nmin,nmax);
3046   allocated_S_St = PETSC_FALSE;
3047   if (nmin || !sub_schurs->is_posdef) { /* XXX */
3048     allocated_S_St = PETSC_TRUE;
3049   }
3050 
3051   /* allocate lapack workspace */
3052   cum = cum2 = 0;
3053   maxneigs = 0;
3054   for (i=0;i<sub_schurs->n_subs;i++) {
3055     PetscInt n,subset_size;
3056 
3057     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
3058     n = PetscMin(subset_size,nmax);
3059     cum += subset_size;
3060     cum2 += subset_size*n;
3061     maxneigs = PetscMax(maxneigs,n);
3062   }
3063   if (mss) {
3064     if (sub_schurs->is_symmetric) {
3065       PetscBLASInt B_itype = 1;
3066       PetscBLASInt B_N = mss;
3067       PetscReal    zero = 0.0;
3068       PetscReal    eps = 0.0; /* dlamch? */
3069 
3070       B_lwork = -1;
3071       S = NULL;
3072       St = NULL;
3073       eigs = NULL;
3074       eigv = NULL;
3075       B_iwork = NULL;
3076       B_ifail = NULL;
3077 #if defined(PETSC_USE_COMPLEX)
3078       rwork = NULL;
3079 #endif
3080       thresh = 1.0;
3081       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3082 #if defined(PETSC_USE_COMPLEX)
3083       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));
3084 #else
3085       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));
3086 #endif
3087       if (B_ierr != 0) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYGVX Lapack routine %d",(int)B_ierr);
3088       ierr = PetscFPTrapPop();CHKERRQ(ierr);
3089     } else SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet implemented");
3090   } else {
3091     lwork = 0;
3092   }
3093 
3094   nv = 0;
3095   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) */
3096     ierr = ISGetLocalSize(sub_schurs->is_vertices,&nv);CHKERRQ(ierr);
3097   }
3098   ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lwork),&B_lwork);CHKERRQ(ierr);
3099   if (allocated_S_St) {
3100     ierr = PetscMalloc2(mss*mss,&S,mss*mss,&St);CHKERRQ(ierr);
3101   }
3102   ierr = PetscMalloc5(mss*mss,&eigv,mss,&eigs,B_lwork,&work,5*mss,&B_iwork,mss,&B_ifail);CHKERRQ(ierr);
3103 #if defined(PETSC_USE_COMPLEX)
3104   ierr = PetscMalloc1(7*mss,&rwork);CHKERRQ(ierr);
3105 #endif
3106   ierr = PetscMalloc5(nv+sub_schurs->n_subs,&pcbddc->adaptive_constraints_n,
3107                       nv+sub_schurs->n_subs+1,&pcbddc->adaptive_constraints_idxs_ptr,
3108                       nv+sub_schurs->n_subs+1,&pcbddc->adaptive_constraints_data_ptr,
3109                       nv+cum,&pcbddc->adaptive_constraints_idxs,
3110                       nv+cum2,&pcbddc->adaptive_constraints_data);CHKERRQ(ierr);
3111   ierr = PetscMemzero(pcbddc->adaptive_constraints_n,(nv+sub_schurs->n_subs)*sizeof(PetscInt));CHKERRQ(ierr);
3112 
3113   maxneigs = 0;
3114   cum = cumarray = 0;
3115   pcbddc->adaptive_constraints_idxs_ptr[0] = 0;
3116   pcbddc->adaptive_constraints_data_ptr[0] = 0;
3117   if (sub_schurs->is_vertices && pcbddc->use_vertices) {
3118     const PetscInt *idxs;
3119 
3120     ierr = ISGetIndices(sub_schurs->is_vertices,&idxs);CHKERRQ(ierr);
3121     for (cum=0;cum<nv;cum++) {
3122       pcbddc->adaptive_constraints_n[cum] = 1;
3123       pcbddc->adaptive_constraints_idxs[cum] = idxs[cum];
3124       pcbddc->adaptive_constraints_data[cum] = 1.0;
3125       pcbddc->adaptive_constraints_idxs_ptr[cum+1] = pcbddc->adaptive_constraints_idxs_ptr[cum]+1;
3126       pcbddc->adaptive_constraints_data_ptr[cum+1] = pcbddc->adaptive_constraints_data_ptr[cum]+1;
3127     }
3128     ierr = ISRestoreIndices(sub_schurs->is_vertices,&idxs);CHKERRQ(ierr);
3129   }
3130 
3131   if (mss) { /* multilevel */
3132     ierr = MatSeqAIJGetArray(sub_schurs->sum_S_Ej_inv_all,&Sarray);CHKERRQ(ierr);
3133     ierr = MatSeqAIJGetArray(sub_schurs->sum_S_Ej_tilda_all,&Starray);CHKERRQ(ierr);
3134   }
3135 
3136   lthresh = pcbddc->adaptive_threshold[0];
3137   uthresh = pcbddc->adaptive_threshold[1];
3138   for (i=0;i<sub_schurs->n_subs;i++) {
3139     const PetscInt *idxs;
3140     PetscReal      upper,lower;
3141     PetscInt       j,subset_size,eigs_start = 0;
3142     PetscBLASInt   B_N;
3143     PetscBool      same_data = PETSC_FALSE;
3144     PetscBool      scal = PETSC_FALSE;
3145 
3146     if (pcbddc->use_deluxe_scaling) {
3147       upper = PETSC_MAX_REAL;
3148       lower = uthresh;
3149     } else {
3150       if (!sub_schurs->is_posdef) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet implemented without deluxe scaling");
3151       upper = 1./uthresh;
3152       lower = 0.;
3153     }
3154     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
3155     ierr = ISGetIndices(sub_schurs->is_subs[i],&idxs);CHKERRQ(ierr);
3156     ierr = PetscBLASIntCast(subset_size,&B_N);CHKERRQ(ierr);
3157     /* this is experimental: we assume the dofs have been properly grouped to have
3158        the diagonal blocks Schur complements either positive or negative definite (true for Stokes) */
3159     if (!sub_schurs->is_posdef) {
3160       Mat T;
3161 
3162       for (j=0;j<subset_size;j++) {
3163         if (PetscRealPart(*(Sarray+cumarray+j*(subset_size+1))) < 0.0) {
3164           ierr = MatCreateSeqDense(PETSC_COMM_SELF,subset_size,subset_size,Sarray+cumarray,&T);CHKERRQ(ierr);
3165           ierr = MatScale(T,-1.0);CHKERRQ(ierr);
3166           ierr = MatDestroy(&T);CHKERRQ(ierr);
3167           ierr = MatCreateSeqDense(PETSC_COMM_SELF,subset_size,subset_size,Starray+cumarray,&T);CHKERRQ(ierr);
3168           ierr = MatScale(T,-1.0);CHKERRQ(ierr);
3169           ierr = MatDestroy(&T);CHKERRQ(ierr);
3170           if (sub_schurs->change_primal_sub) {
3171             PetscInt       nz,k;
3172             const PetscInt *idxs;
3173 
3174             ierr = ISGetLocalSize(sub_schurs->change_primal_sub[i],&nz);CHKERRQ(ierr);
3175             ierr = ISGetIndices(sub_schurs->change_primal_sub[i],&idxs);CHKERRQ(ierr);
3176             for (k=0;k<nz;k++) {
3177               *( Sarray + cumarray + idxs[k]*(subset_size+1)) *= -1.0;
3178               *(Starray + cumarray + idxs[k]*(subset_size+1))  = 0.0;
3179             }
3180             ierr = ISRestoreIndices(sub_schurs->change_primal_sub[i],&idxs);CHKERRQ(ierr);
3181           }
3182           scal = PETSC_TRUE;
3183           break;
3184         }
3185       }
3186     }
3187 
3188     if (allocated_S_St) { /* S and S_t should be copied since we could need them later */
3189       if (sub_schurs->is_symmetric) {
3190         PetscInt j,k;
3191         if (sub_schurs->n_subs == 1) { /* zeroing memory to use PetscMemcmp later */
3192           ierr = PetscMemzero(S,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3193           ierr = PetscMemzero(St,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3194         }
3195         for (j=0;j<subset_size;j++) {
3196           for (k=j;k<subset_size;k++) {
3197             S [j*subset_size+k] = Sarray [cumarray+j*subset_size+k];
3198             St[j*subset_size+k] = Starray[cumarray+j*subset_size+k];
3199           }
3200         }
3201       } else {
3202         ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3203         ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3204       }
3205     } else {
3206       S = Sarray + cumarray;
3207       St = Starray + cumarray;
3208     }
3209     /* see if we can save some work */
3210     if (sub_schurs->n_subs == 1 && pcbddc->use_deluxe_scaling) {
3211       ierr = PetscMemcmp(S,St,subset_size*subset_size*sizeof(PetscScalar),&same_data);CHKERRQ(ierr);
3212     }
3213 
3214     if (same_data && !sub_schurs->change) { /* there's no need of constraints here */
3215       B_neigs = 0;
3216     } else {
3217       if (sub_schurs->is_symmetric) {
3218         PetscBLASInt B_itype = 1;
3219         PetscBLASInt B_IL, B_IU;
3220         PetscReal    eps = -1.0; /* dlamch? */
3221         PetscInt     nmin_s;
3222         PetscBool    compute_range;
3223 
3224         B_neigs = 0;
3225         compute_range = (PetscBool)!same_data;
3226         if (nmin >= subset_size) compute_range = PETSC_FALSE;
3227 
3228         if (pcbddc->dbg_flag) {
3229           PetscInt nc = 0;
3230 
3231           if (sub_schurs->change_primal_sub) {
3232             ierr = ISGetLocalSize(sub_schurs->change_primal_sub[i],&nc);CHKERRQ(ierr);
3233           }
3234           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);
3235         }
3236 
3237         ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3238         if (compute_range) {
3239 
3240           /* ask for eigenvalues larger than thresh */
3241           if (sub_schurs->is_posdef) {
3242 #if defined(PETSC_USE_COMPLEX)
3243             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));
3244 #else
3245             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));
3246 #endif
3247             ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3248           } else { /* no theory so far, but it works nicely */
3249             PetscInt  recipe = 0,recipe_m = 1;
3250             PetscReal bb[2];
3251 
3252             ierr = PetscOptionsGetInt(NULL,((PetscObject)pc)->prefix,"-pc_bddc_adaptive_recipe",&recipe,NULL);CHKERRQ(ierr);
3253             switch (recipe) {
3254             case 0:
3255               if (scal) { bb[0] = PETSC_MIN_REAL; bb[1] = lthresh; }
3256               else { bb[0] = uthresh; bb[1] = PETSC_MAX_REAL; }
3257 #if defined(PETSC_USE_COMPLEX)
3258               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));
3259 #else
3260               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));
3261 #endif
3262               ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3263               break;
3264             case 1:
3265               bb[0] = PETSC_MIN_REAL; bb[1] = lthresh*lthresh;
3266 #if defined(PETSC_USE_COMPLEX)
3267               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));
3268 #else
3269               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));
3270 #endif
3271               ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3272               if (!scal) {
3273                 PetscBLASInt B_neigs2 = 0;
3274 
3275                 bb[0] = PetscMax(lthresh*lthresh,uthresh); bb[1] = PETSC_MAX_REAL;
3276                 ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3277                 ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3278 #if defined(PETSC_USE_COMPLEX)
3279                 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));
3280 #else
3281                 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));
3282 #endif
3283                 ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3284                 B_neigs += B_neigs2;
3285               }
3286               break;
3287             case 2:
3288               if (scal) {
3289                 bb[0] = PETSC_MIN_REAL;
3290                 bb[1] = 0;
3291 #if defined(PETSC_USE_COMPLEX)
3292                 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));
3293 #else
3294                 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));
3295 #endif
3296                 ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3297               } else {
3298                 PetscBLASInt B_neigs2 = 0;
3299                 PetscBool    import = PETSC_FALSE;
3300 
3301                 lthresh = PetscMax(lthresh,0.0);
3302                 if (lthresh > 0.0) {
3303                   bb[0] = PETSC_MIN_REAL;
3304                   bb[1] = lthresh*lthresh;
3305 
3306                   import = PETSC_TRUE;
3307 #if defined(PETSC_USE_COMPLEX)
3308                   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));
3309 #else
3310                   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));
3311 #endif
3312                   ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3313                 }
3314                 bb[0] = PetscMax(lthresh*lthresh,uthresh);
3315                 bb[1] = PETSC_MAX_REAL;
3316                 if (import) {
3317                   ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3318                   ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3319                 }
3320 #if defined(PETSC_USE_COMPLEX)
3321                 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));
3322 #else
3323                 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));
3324 #endif
3325                 ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3326                 B_neigs += B_neigs2;
3327               }
3328               break;
3329             case 3:
3330               if (scal) {
3331                 ierr = PetscOptionsGetInt(NULL,((PetscObject)pc)->prefix,"-pc_bddc_adaptive_recipe3_min_scal",&recipe_m,NULL);CHKERRQ(ierr);
3332               } else {
3333                 ierr = PetscOptionsGetInt(NULL,((PetscObject)pc)->prefix,"-pc_bddc_adaptive_recipe3_min",&recipe_m,NULL);CHKERRQ(ierr);
3334               }
3335               if (!scal) {
3336                 bb[0] = uthresh;
3337                 bb[1] = PETSC_MAX_REAL;
3338 #if defined(PETSC_USE_COMPLEX)
3339                 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));
3340 #else
3341                 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));
3342 #endif
3343                 ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3344               }
3345               if (recipe_m > 0 && B_N - B_neigs > 0) {
3346                 PetscBLASInt B_neigs2 = 0;
3347 
3348                 B_IL = 1;
3349                 ierr = PetscBLASIntCast(PetscMin(recipe_m,B_N - B_neigs),&B_IU);CHKERRQ(ierr);
3350                 ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3351                 ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3352 #if defined(PETSC_USE_COMPLEX)
3353                 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));
3354 #else
3355                 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));
3356 #endif
3357                 ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3358                 B_neigs += B_neigs2;
3359               }
3360               break;
3361             case 4:
3362               bb[0] = PETSC_MIN_REAL; bb[1] = lthresh;
3363 #if defined(PETSC_USE_COMPLEX)
3364               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));
3365 #else
3366               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));
3367 #endif
3368               ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3369               {
3370                 PetscBLASInt B_neigs2 = 0;
3371 
3372                 bb[0] = PetscMax(lthresh+PETSC_SMALL,uthresh); bb[1] = PETSC_MAX_REAL;
3373                 ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3374                 ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3375 #if defined(PETSC_USE_COMPLEX)
3376                 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));
3377 #else
3378                 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));
3379 #endif
3380                 ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3381                 B_neigs += B_neigs2;
3382               }
3383               break;
3384             case 5: /* same as before: first compute all eigenvalues, then filter */
3385 #if defined(PETSC_USE_COMPLEX)
3386               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));
3387 #else
3388               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));
3389 #endif
3390               ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3391               {
3392                 PetscInt e,k,ne;
3393                 for (e=0,ne=0;e<B_neigs;e++) {
3394                   if (eigs[e] < lthresh || eigs[e] > uthresh) {
3395                     for (k=0;k<B_N;k++) S[ne*B_N+k] = eigv[e*B_N+k];
3396                     eigs[ne] = eigs[e];
3397                     ne++;
3398                   }
3399                 }
3400                 ierr = PetscMemcpy(eigv,S,B_N*ne*sizeof(PetscScalar));CHKERRQ(ierr);
3401                 B_neigs = ne;
3402               }
3403               break;
3404             default:
3405               SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Unknown recipe %D",recipe);
3406               break;
3407             }
3408           }
3409         } else if (!same_data) { /* this is just to see all the eigenvalues */
3410           B_IU = PetscMax(1,PetscMin(B_N,nmax));
3411           B_IL = 1;
3412 #if defined(PETSC_USE_COMPLEX)
3413           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));
3414 #else
3415           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));
3416 #endif
3417           ierr = PetscLogFlops((4.0*subset_size*subset_size*subset_size)/3.0);CHKERRQ(ierr);
3418         } else { /* same_data is true, so just get the adaptive functional requested by the user */
3419           PetscInt k;
3420           if (!sub_schurs->change_primal_sub) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
3421           ierr = ISGetLocalSize(sub_schurs->change_primal_sub[i],&nmax);CHKERRQ(ierr);
3422           ierr = PetscBLASIntCast(nmax,&B_neigs);CHKERRQ(ierr);
3423           nmin = nmax;
3424           ierr = PetscMemzero(eigv,subset_size*nmax*sizeof(PetscScalar));CHKERRQ(ierr);
3425           for (k=0;k<nmax;k++) {
3426             eigs[k] = 1./PETSC_SMALL;
3427             eigv[k*(subset_size+1)] = 1.0;
3428           }
3429         }
3430         ierr = PetscFPTrapPop();CHKERRQ(ierr);
3431         if (B_ierr) {
3432           if (B_ierr < 0 ) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: illegal value for argument %d",-(int)B_ierr);
3433           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);
3434           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);
3435         }
3436 
3437         if (B_neigs > nmax) {
3438           if (pcbddc->dbg_flag) {
3439             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   found %d eigs, more than maximum required %D.\n",B_neigs,nmax);CHKERRQ(ierr);
3440           }
3441           if (pcbddc->use_deluxe_scaling) eigs_start = scal ? 0 : B_neigs-nmax;
3442           B_neigs = nmax;
3443         }
3444 
3445         nmin_s = PetscMin(nmin,B_N);
3446         if (B_neigs < nmin_s) {
3447           PetscBLASInt B_neigs2 = 0;
3448 
3449           if (pcbddc->use_deluxe_scaling) {
3450             if (scal) {
3451               B_IU = nmin_s;
3452               B_IL = B_neigs + 1;
3453             } else {
3454               B_IL = B_N - nmin_s + 1;
3455               B_IU = B_N - B_neigs;
3456             }
3457           } else {
3458             B_IL = B_neigs + 1;
3459             B_IU = nmin_s;
3460           }
3461           if (pcbddc->dbg_flag) {
3462             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);
3463           }
3464           if (sub_schurs->is_symmetric) {
3465             PetscInt j,k;
3466             for (j=0;j<subset_size;j++) {
3467               for (k=j;k<subset_size;k++) {
3468                 S [j*subset_size+k] = Sarray [cumarray+j*subset_size+k];
3469                 St[j*subset_size+k] = Starray[cumarray+j*subset_size+k];
3470               }
3471             }
3472           } else {
3473             ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3474             ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3475           }
3476           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);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*subset_size,&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*subset_size,&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           ierr = PetscFPTrapPop();CHKERRQ(ierr);
3484           B_neigs += B_neigs2;
3485         }
3486         if (B_ierr) {
3487           if (B_ierr < 0 ) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: illegal value for argument %d",-(int)B_ierr);
3488           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);
3489           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);
3490         }
3491         if (pcbddc->dbg_flag) {
3492           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Got %d eigs\n",B_neigs);CHKERRQ(ierr);
3493           for (j=0;j<B_neigs;j++) {
3494             if (eigs[j] == 0.0) {
3495               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     Inf\n");CHKERRQ(ierr);
3496             } else {
3497               if (pcbddc->use_deluxe_scaling) {
3498                 ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     %1.6e\n",eigs[j+eigs_start]);CHKERRQ(ierr);
3499               } else {
3500                 ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     %1.6e\n",1./eigs[j+eigs_start]);CHKERRQ(ierr);
3501               }
3502             }
3503           }
3504         }
3505       } else SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet implemented");
3506     }
3507     /* change the basis back to the original one */
3508     if (sub_schurs->change) {
3509       Mat change,phi,phit;
3510 
3511       if (pcbddc->dbg_flag > 2) {
3512         PetscInt ii;
3513         for (ii=0;ii<B_neigs;ii++) {
3514           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Eigenvector (old basis) %d/%d (%d)\n",ii,B_neigs,B_N);CHKERRQ(ierr);
3515           for (j=0;j<B_N;j++) {
3516 #if defined(PETSC_USE_COMPLEX)
3517             PetscReal r = PetscRealPart(eigv[(ii+eigs_start)*subset_size+j]);
3518             PetscReal c = PetscImaginaryPart(eigv[(ii+eigs_start)*subset_size+j]);
3519             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e + %1.4e i\n",r,c);CHKERRQ(ierr);
3520 #else
3521             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e\n",eigv[(ii+eigs_start)*subset_size+j]);CHKERRQ(ierr);
3522 #endif
3523           }
3524         }
3525       }
3526       ierr = KSPGetOperators(sub_schurs->change[i],&change,NULL);CHKERRQ(ierr);
3527       ierr = MatCreateSeqDense(PETSC_COMM_SELF,subset_size,B_neigs,eigv+eigs_start*subset_size,&phit);CHKERRQ(ierr);
3528       ierr = MatMatMult(change,phit,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&phi);CHKERRQ(ierr);
3529       ierr = MatCopy(phi,phit,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
3530       ierr = MatDestroy(&phit);CHKERRQ(ierr);
3531       ierr = MatDestroy(&phi);CHKERRQ(ierr);
3532     }
3533     maxneigs = PetscMax(B_neigs,maxneigs);
3534     pcbddc->adaptive_constraints_n[i+nv] = B_neigs;
3535     if (B_neigs) {
3536       ierr = PetscMemcpy(pcbddc->adaptive_constraints_data+pcbddc->adaptive_constraints_data_ptr[cum],eigv+eigs_start*subset_size,B_neigs*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3537 
3538       if (pcbddc->dbg_flag > 1) {
3539         PetscInt ii;
3540         for (ii=0;ii<B_neigs;ii++) {
3541           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Eigenvector %d/%d (%d)\n",ii,B_neigs,B_N);CHKERRQ(ierr);
3542           for (j=0;j<B_N;j++) {
3543 #if defined(PETSC_USE_COMPLEX)
3544             PetscReal r = PetscRealPart(pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);
3545             PetscReal c = PetscImaginaryPart(pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);
3546             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e + %1.4e i\n",r,c);CHKERRQ(ierr);
3547 #else
3548             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e\n",pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);CHKERRQ(ierr);
3549 #endif
3550           }
3551         }
3552       }
3553       ierr = PetscMemcpy(pcbddc->adaptive_constraints_idxs+pcbddc->adaptive_constraints_idxs_ptr[cum],idxs,subset_size*sizeof(PetscInt));CHKERRQ(ierr);
3554       pcbddc->adaptive_constraints_idxs_ptr[cum+1] = pcbddc->adaptive_constraints_idxs_ptr[cum] + subset_size;
3555       pcbddc->adaptive_constraints_data_ptr[cum+1] = pcbddc->adaptive_constraints_data_ptr[cum] + subset_size*B_neigs;
3556       cum++;
3557     }
3558     ierr = ISRestoreIndices(sub_schurs->is_subs[i],&idxs);CHKERRQ(ierr);
3559     /* shift for next computation */
3560     cumarray += subset_size*subset_size;
3561   }
3562   if (pcbddc->dbg_flag) {
3563     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
3564   }
3565 
3566   if (mss) {
3567     ierr = MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_inv_all,&Sarray);CHKERRQ(ierr);
3568     ierr = MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_tilda_all,&Starray);CHKERRQ(ierr);
3569     /* destroy matrices (junk) */
3570     ierr = MatDestroy(&sub_schurs->sum_S_Ej_inv_all);CHKERRQ(ierr);
3571     ierr = MatDestroy(&sub_schurs->sum_S_Ej_tilda_all);CHKERRQ(ierr);
3572   }
3573   if (allocated_S_St) {
3574     ierr = PetscFree2(S,St);CHKERRQ(ierr);
3575   }
3576   ierr = PetscFree5(eigv,eigs,work,B_iwork,B_ifail);CHKERRQ(ierr);
3577 #if defined(PETSC_USE_COMPLEX)
3578   ierr = PetscFree(rwork);CHKERRQ(ierr);
3579 #endif
3580   if (pcbddc->dbg_flag) {
3581     PetscInt maxneigs_r;
3582     ierr = MPIU_Allreduce(&maxneigs,&maxneigs_r,1,MPIU_INT,MPI_MAX,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
3583     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Maximum number of constraints per cc %D\n",maxneigs_r);CHKERRQ(ierr);
3584   }
3585   ierr = PetscLogEventEnd(PC_BDDC_AdaptiveSetUp[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
3586   PetscFunctionReturn(0);
3587 }
3588 
3589 PetscErrorCode PCBDDCSetUpSolvers(PC pc)
3590 {
3591   PetscScalar    *coarse_submat_vals;
3592   PetscErrorCode ierr;
3593 
3594   PetscFunctionBegin;
3595   /* Setup local scatters R_to_B and (optionally) R_to_D */
3596   /* PCBDDCSetUpLocalWorkVectors should be called first! */
3597   ierr = PCBDDCSetUpLocalScatters(pc);CHKERRQ(ierr);
3598 
3599   /* Setup local neumann solver ksp_R */
3600   /* PCBDDCSetUpLocalScatters should be called first! */
3601   ierr = PCBDDCSetUpLocalSolvers(pc,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3602 
3603   /*
3604      Setup local correction and local part of coarse basis.
3605      Gives back the dense local part of the coarse matrix in column major ordering
3606   */
3607   ierr = PCBDDCSetUpCorrection(pc,&coarse_submat_vals);CHKERRQ(ierr);
3608 
3609   /* Compute total number of coarse nodes and setup coarse solver */
3610   ierr = PCBDDCSetUpCoarseSolver(pc,coarse_submat_vals);CHKERRQ(ierr);
3611 
3612   /* free */
3613   ierr = PetscFree(coarse_submat_vals);CHKERRQ(ierr);
3614   PetscFunctionReturn(0);
3615 }
3616 
3617 PetscErrorCode PCBDDCResetCustomization(PC pc)
3618 {
3619   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3620   PetscErrorCode ierr;
3621 
3622   PetscFunctionBegin;
3623   ierr = ISDestroy(&pcbddc->user_primal_vertices);CHKERRQ(ierr);
3624   ierr = ISDestroy(&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
3625   ierr = ISDestroy(&pcbddc->NeumannBoundaries);CHKERRQ(ierr);
3626   ierr = ISDestroy(&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
3627   ierr = ISDestroy(&pcbddc->DirichletBoundaries);CHKERRQ(ierr);
3628   ierr = MatNullSpaceDestroy(&pcbddc->onearnullspace);CHKERRQ(ierr);
3629   ierr = PetscFree(pcbddc->onearnullvecs_state);CHKERRQ(ierr);
3630   ierr = ISDestroy(&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
3631   ierr = PCBDDCSetDofsSplitting(pc,0,NULL);CHKERRQ(ierr);
3632   ierr = PCBDDCSetDofsSplittingLocal(pc,0,NULL);CHKERRQ(ierr);
3633   PetscFunctionReturn(0);
3634 }
3635 
3636 PetscErrorCode PCBDDCResetTopography(PC pc)
3637 {
3638   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3639   PetscInt       i;
3640   PetscErrorCode ierr;
3641 
3642   PetscFunctionBegin;
3643   ierr = MatDestroy(&pcbddc->nedcG);CHKERRQ(ierr);
3644   ierr = ISDestroy(&pcbddc->nedclocal);CHKERRQ(ierr);
3645   ierr = MatDestroy(&pcbddc->discretegradient);CHKERRQ(ierr);
3646   ierr = MatDestroy(&pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
3647   ierr = MatDestroy(&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
3648   ierr = MatDestroy(&pcbddc->switch_static_change);CHKERRQ(ierr);
3649   ierr = VecDestroy(&pcbddc->work_change);CHKERRQ(ierr);
3650   ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
3651   ierr = MatDestroy(&pcbddc->divudotp);CHKERRQ(ierr);
3652   ierr = ISDestroy(&pcbddc->divudotp_vl2l);CHKERRQ(ierr);
3653   ierr = PCBDDCGraphDestroy(&pcbddc->mat_graph);CHKERRQ(ierr);
3654   for (i=0;i<pcbddc->n_local_subs;i++) {
3655     ierr = ISDestroy(&pcbddc->local_subs[i]);CHKERRQ(ierr);
3656   }
3657   pcbddc->n_local_subs = 0;
3658   ierr = PetscFree(pcbddc->local_subs);CHKERRQ(ierr);
3659   ierr = PCBDDCSubSchursDestroy(&pcbddc->sub_schurs);CHKERRQ(ierr);
3660   pcbddc->graphanalyzed        = PETSC_FALSE;
3661   pcbddc->recompute_topography = PETSC_TRUE;
3662   pcbddc->corner_selected      = PETSC_FALSE;
3663   PetscFunctionReturn(0);
3664 }
3665 
3666 PetscErrorCode PCBDDCResetSolvers(PC pc)
3667 {
3668   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3669   PetscErrorCode ierr;
3670 
3671   PetscFunctionBegin;
3672   ierr = VecDestroy(&pcbddc->coarse_vec);CHKERRQ(ierr);
3673   if (pcbddc->coarse_phi_B) {
3674     PetscScalar *array;
3675     ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&array);CHKERRQ(ierr);
3676     ierr = PetscFree(array);CHKERRQ(ierr);
3677   }
3678   ierr = MatDestroy(&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3679   ierr = MatDestroy(&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3680   ierr = MatDestroy(&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3681   ierr = MatDestroy(&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3682   ierr = VecDestroy(&pcbddc->vec1_P);CHKERRQ(ierr);
3683   ierr = VecDestroy(&pcbddc->vec1_C);CHKERRQ(ierr);
3684   ierr = MatDestroy(&pcbddc->local_auxmat2);CHKERRQ(ierr);
3685   ierr = MatDestroy(&pcbddc->local_auxmat1);CHKERRQ(ierr);
3686   ierr = VecDestroy(&pcbddc->vec1_R);CHKERRQ(ierr);
3687   ierr = VecDestroy(&pcbddc->vec2_R);CHKERRQ(ierr);
3688   ierr = ISDestroy(&pcbddc->is_R_local);CHKERRQ(ierr);
3689   ierr = VecScatterDestroy(&pcbddc->R_to_B);CHKERRQ(ierr);
3690   ierr = VecScatterDestroy(&pcbddc->R_to_D);CHKERRQ(ierr);
3691   ierr = VecScatterDestroy(&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
3692   ierr = KSPReset(pcbddc->ksp_D);CHKERRQ(ierr);
3693   ierr = KSPReset(pcbddc->ksp_R);CHKERRQ(ierr);
3694   ierr = KSPReset(pcbddc->coarse_ksp);CHKERRQ(ierr);
3695   ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
3696   ierr = PetscFree(pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
3697   ierr = PetscFree2(pcbddc->local_primal_ref_node,pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
3698   ierr = PetscFree(pcbddc->global_primal_indices);CHKERRQ(ierr);
3699   ierr = ISDestroy(&pcbddc->coarse_subassembling);CHKERRQ(ierr);
3700   ierr = MatDestroy(&pcbddc->benign_change);CHKERRQ(ierr);
3701   ierr = VecDestroy(&pcbddc->benign_vec);CHKERRQ(ierr);
3702   ierr = PCBDDCBenignShellMat(pc,PETSC_TRUE);CHKERRQ(ierr);
3703   ierr = MatDestroy(&pcbddc->benign_B0);CHKERRQ(ierr);
3704   ierr = PetscSFDestroy(&pcbddc->benign_sf);CHKERRQ(ierr);
3705   if (pcbddc->benign_zerodiag_subs) {
3706     PetscInt i;
3707     for (i=0;i<pcbddc->benign_n;i++) {
3708       ierr = ISDestroy(&pcbddc->benign_zerodiag_subs[i]);CHKERRQ(ierr);
3709     }
3710     ierr = PetscFree(pcbddc->benign_zerodiag_subs);CHKERRQ(ierr);
3711   }
3712   ierr = PetscFree3(pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx,pcbddc->benign_p0);CHKERRQ(ierr);
3713   PetscFunctionReturn(0);
3714 }
3715 
3716 PetscErrorCode PCBDDCSetUpLocalWorkVectors(PC pc)
3717 {
3718   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3719   PC_IS          *pcis = (PC_IS*)pc->data;
3720   VecType        impVecType;
3721   PetscInt       n_constraints,n_R,old_size;
3722   PetscErrorCode ierr;
3723 
3724   PetscFunctionBegin;
3725   n_constraints = pcbddc->local_primal_size - pcbddc->benign_n - pcbddc->n_vertices;
3726   n_R = pcis->n - pcbddc->n_vertices;
3727   ierr = VecGetType(pcis->vec1_N,&impVecType);CHKERRQ(ierr);
3728   /* local work vectors (try to avoid unneeded work)*/
3729   /* R nodes */
3730   old_size = -1;
3731   if (pcbddc->vec1_R) {
3732     ierr = VecGetSize(pcbddc->vec1_R,&old_size);CHKERRQ(ierr);
3733   }
3734   if (n_R != old_size) {
3735     ierr = VecDestroy(&pcbddc->vec1_R);CHKERRQ(ierr);
3736     ierr = VecDestroy(&pcbddc->vec2_R);CHKERRQ(ierr);
3737     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_R);CHKERRQ(ierr);
3738     ierr = VecSetSizes(pcbddc->vec1_R,PETSC_DECIDE,n_R);CHKERRQ(ierr);
3739     ierr = VecSetType(pcbddc->vec1_R,impVecType);CHKERRQ(ierr);
3740     ierr = VecDuplicate(pcbddc->vec1_R,&pcbddc->vec2_R);CHKERRQ(ierr);
3741   }
3742   /* local primal dofs */
3743   old_size = -1;
3744   if (pcbddc->vec1_P) {
3745     ierr = VecGetSize(pcbddc->vec1_P,&old_size);CHKERRQ(ierr);
3746   }
3747   if (pcbddc->local_primal_size != old_size) {
3748     ierr = VecDestroy(&pcbddc->vec1_P);CHKERRQ(ierr);
3749     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_P);CHKERRQ(ierr);
3750     ierr = VecSetSizes(pcbddc->vec1_P,PETSC_DECIDE,pcbddc->local_primal_size);CHKERRQ(ierr);
3751     ierr = VecSetType(pcbddc->vec1_P,impVecType);CHKERRQ(ierr);
3752   }
3753   /* local explicit constraints */
3754   old_size = -1;
3755   if (pcbddc->vec1_C) {
3756     ierr = VecGetSize(pcbddc->vec1_C,&old_size);CHKERRQ(ierr);
3757   }
3758   if (n_constraints && n_constraints != old_size) {
3759     ierr = VecDestroy(&pcbddc->vec1_C);CHKERRQ(ierr);
3760     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_C);CHKERRQ(ierr);
3761     ierr = VecSetSizes(pcbddc->vec1_C,PETSC_DECIDE,n_constraints);CHKERRQ(ierr);
3762     ierr = VecSetType(pcbddc->vec1_C,impVecType);CHKERRQ(ierr);
3763   }
3764   PetscFunctionReturn(0);
3765 }
3766 
3767 PetscErrorCode PCBDDCSetUpCorrection(PC pc, PetscScalar **coarse_submat_vals_n)
3768 {
3769   PetscErrorCode  ierr;
3770   /* pointers to pcis and pcbddc */
3771   PC_IS*          pcis = (PC_IS*)pc->data;
3772   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
3773   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
3774   /* submatrices of local problem */
3775   Mat             A_RV,A_VR,A_VV,local_auxmat2_R;
3776   /* submatrices of local coarse problem */
3777   Mat             S_VV,S_CV,S_VC,S_CC;
3778   /* working matrices */
3779   Mat             C_CR;
3780   /* additional working stuff */
3781   PC              pc_R;
3782   Mat             F,Brhs = NULL;
3783   Vec             dummy_vec;
3784   PetscBool       isLU,isCHOL,isILU,need_benign_correction,sparserhs;
3785   PetscScalar     *coarse_submat_vals; /* TODO: use a PETSc matrix */
3786   PetscScalar     *work;
3787   PetscInt        *idx_V_B;
3788   PetscInt        lda_rhs,n,n_vertices,n_constraints,*p0_lidx_I;
3789   PetscInt        i,n_R,n_D,n_B;
3790 
3791   /* some shortcuts to scalars */
3792   PetscScalar     one=1.0,m_one=-1.0;
3793 
3794   PetscFunctionBegin;
3795   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");
3796   ierr = PetscLogEventBegin(PC_BDDC_CorrectionSetUp[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
3797 
3798   /* Set Non-overlapping dimensions */
3799   n_vertices = pcbddc->n_vertices;
3800   n_constraints = pcbddc->local_primal_size - pcbddc->benign_n - n_vertices;
3801   n_B = pcis->n_B;
3802   n_D = pcis->n - n_B;
3803   n_R = pcis->n - n_vertices;
3804 
3805   /* vertices in boundary numbering */
3806   ierr = PetscMalloc1(n_vertices,&idx_V_B);CHKERRQ(ierr);
3807   ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,n_vertices,pcbddc->local_primal_ref_node,&i,idx_V_B);CHKERRQ(ierr);
3808   if (i != n_vertices) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in boundary numbering for BDDC vertices! %D != %D",n_vertices,i);
3809 
3810   /* Subdomain contribution (Non-overlapping) to coarse matrix  */
3811   ierr = PetscCalloc1(pcbddc->local_primal_size*pcbddc->local_primal_size,&coarse_submat_vals);CHKERRQ(ierr);
3812   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_vertices,n_vertices,coarse_submat_vals,&S_VV);CHKERRQ(ierr);
3813   ierr = MatSeqDenseSetLDA(S_VV,pcbddc->local_primal_size);CHKERRQ(ierr);
3814   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_constraints,n_vertices,coarse_submat_vals+n_vertices,&S_CV);CHKERRQ(ierr);
3815   ierr = MatSeqDenseSetLDA(S_CV,pcbddc->local_primal_size);CHKERRQ(ierr);
3816   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_vertices,n_constraints,coarse_submat_vals+pcbddc->local_primal_size*n_vertices,&S_VC);CHKERRQ(ierr);
3817   ierr = MatSeqDenseSetLDA(S_VC,pcbddc->local_primal_size);CHKERRQ(ierr);
3818   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_constraints,n_constraints,coarse_submat_vals+(pcbddc->local_primal_size+1)*n_vertices,&S_CC);CHKERRQ(ierr);
3819   ierr = MatSeqDenseSetLDA(S_CC,pcbddc->local_primal_size);CHKERRQ(ierr);
3820 
3821   /* determine if can use MatSolve routines instead of calling KSPSolve on ksp_R */
3822   ierr = KSPGetPC(pcbddc->ksp_R,&pc_R);CHKERRQ(ierr);
3823   ierr = PCSetUp(pc_R);CHKERRQ(ierr);
3824   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCLU,&isLU);CHKERRQ(ierr);
3825   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCILU,&isILU);CHKERRQ(ierr);
3826   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCCHOLESKY,&isCHOL);CHKERRQ(ierr);
3827   lda_rhs = n_R;
3828   need_benign_correction = PETSC_FALSE;
3829   if (isLU || isILU || isCHOL) {
3830     ierr = PCFactorGetMatrix(pc_R,&F);CHKERRQ(ierr);
3831   } else if (sub_schurs && sub_schurs->reuse_solver) {
3832     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3833     MatFactorType      type;
3834 
3835     F = reuse_solver->F;
3836     ierr = MatGetFactorType(F,&type);CHKERRQ(ierr);
3837     if (type == MAT_FACTOR_CHOLESKY) isCHOL = PETSC_TRUE;
3838     ierr = MatGetSize(F,&lda_rhs,NULL);CHKERRQ(ierr);
3839     need_benign_correction = (PetscBool)(!!reuse_solver->benign_n);
3840   } else {
3841     F = NULL;
3842   }
3843 
3844   /* determine if we can use a sparse right-hand side */
3845   sparserhs = PETSC_FALSE;
3846   if (F) {
3847     MatSolverType solver;
3848 
3849     ierr = MatFactorGetSolverType(F,&solver);CHKERRQ(ierr);
3850     ierr = PetscStrcmp(solver,MATSOLVERMUMPS,&sparserhs);CHKERRQ(ierr);
3851   }
3852 
3853   /* allocate workspace */
3854   n = 0;
3855   if (n_constraints) {
3856     n += lda_rhs*n_constraints;
3857   }
3858   if (n_vertices) {
3859     n = PetscMax(2*lda_rhs*n_vertices,n);
3860     n = PetscMax((lda_rhs+n_B)*n_vertices,n);
3861   }
3862   if (!pcbddc->symmetric_primal) {
3863     n = PetscMax(2*lda_rhs*pcbddc->local_primal_size,n);
3864   }
3865   ierr = PetscMalloc1(n,&work);CHKERRQ(ierr);
3866 
3867   /* create dummy vector to modify rhs and sol of MatMatSolve (work array will never be used) */
3868   dummy_vec = NULL;
3869   if (need_benign_correction && lda_rhs != n_R && F) {
3870     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&dummy_vec);CHKERRQ(ierr);
3871     ierr = VecSetSizes(dummy_vec,lda_rhs,PETSC_DECIDE);CHKERRQ(ierr);
3872     ierr = VecSetType(dummy_vec,((PetscObject)pcis->vec1_N)->type_name);CHKERRQ(ierr);
3873   }
3874 
3875   /* Precompute stuffs needed for preprocessing and application of BDDC*/
3876   if (n_constraints) {
3877     Mat         M3,C_B;
3878     IS          is_aux;
3879     PetscScalar *array,*array2;
3880 
3881     ierr = MatDestroy(&pcbddc->local_auxmat1);CHKERRQ(ierr);
3882     ierr = MatDestroy(&pcbddc->local_auxmat2);CHKERRQ(ierr);
3883 
3884     /* Extract constraints on R nodes: C_{CR}  */
3885     ierr = ISCreateStride(PETSC_COMM_SELF,n_constraints,n_vertices,1,&is_aux);CHKERRQ(ierr);
3886     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_aux,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&C_CR);CHKERRQ(ierr);
3887     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_aux,pcis->is_B_local,MAT_INITIAL_MATRIX,&C_B);CHKERRQ(ierr);
3888 
3889     /* Assemble         local_auxmat2_R =        (- A_{RR}^{-1} C^T_{CR}) needed by BDDC setup */
3890     /* Assemble pcbddc->local_auxmat2   = R_to_B (- A_{RR}^{-1} C^T_{CR}) needed by BDDC application */
3891     if (!sparserhs) {
3892       ierr = PetscMemzero(work,lda_rhs*n_constraints*sizeof(PetscScalar));CHKERRQ(ierr);
3893       for (i=0;i<n_constraints;i++) {
3894         const PetscScalar *row_cmat_values;
3895         const PetscInt    *row_cmat_indices;
3896         PetscInt          size_of_constraint,j;
3897 
3898         ierr = MatGetRow(C_CR,i,&size_of_constraint,&row_cmat_indices,&row_cmat_values);CHKERRQ(ierr);
3899         for (j=0;j<size_of_constraint;j++) {
3900           work[row_cmat_indices[j]+i*lda_rhs] = -row_cmat_values[j];
3901         }
3902         ierr = MatRestoreRow(C_CR,i,&size_of_constraint,&row_cmat_indices,&row_cmat_values);CHKERRQ(ierr);
3903       }
3904       ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,work,&Brhs);CHKERRQ(ierr);
3905     } else {
3906       Mat tC_CR;
3907 
3908       ierr = MatScale(C_CR,-1.0);CHKERRQ(ierr);
3909       if (lda_rhs != n_R) {
3910         PetscScalar *aa;
3911         PetscInt    r,*ii,*jj;
3912         PetscBool   done;
3913 
3914         ierr = MatGetRowIJ(C_CR,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3915         if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"GetRowIJ failed");
3916         ierr = MatSeqAIJGetArray(C_CR,&aa);CHKERRQ(ierr);
3917         ierr = MatCreateSeqAIJWithArrays(PETSC_COMM_SELF,n_constraints,lda_rhs,ii,jj,aa,&tC_CR);CHKERRQ(ierr);
3918         ierr = MatRestoreRowIJ(C_CR,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3919         if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"RestoreRowIJ failed");
3920       } else {
3921         ierr  = PetscObjectReference((PetscObject)C_CR);CHKERRQ(ierr);
3922         tC_CR = C_CR;
3923       }
3924       ierr = MatCreateTranspose(tC_CR,&Brhs);CHKERRQ(ierr);
3925       ierr = MatDestroy(&tC_CR);CHKERRQ(ierr);
3926     }
3927     ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,NULL,&local_auxmat2_R);CHKERRQ(ierr);
3928     if (F) {
3929       if (need_benign_correction) {
3930         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3931 
3932         /* rhs is already zero on interior dofs, no need to change the rhs */
3933         ierr = PetscMemzero(reuse_solver->benign_save_vals,pcbddc->benign_n*sizeof(PetscScalar));CHKERRQ(ierr);
3934       }
3935       ierr = MatMatSolve(F,Brhs,local_auxmat2_R);CHKERRQ(ierr);
3936       if (need_benign_correction) {
3937         PetscScalar        *marr;
3938         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3939 
3940         ierr = MatDenseGetArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3941         if (lda_rhs != n_R) {
3942           for (i=0;i<n_constraints;i++) {
3943             ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
3944             ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3945             ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
3946           }
3947         } else {
3948           for (i=0;i<n_constraints;i++) {
3949             ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
3950             ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3951             ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3952           }
3953         }
3954         ierr = MatDenseRestoreArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3955       }
3956     } else {
3957       PetscScalar *marr;
3958 
3959       ierr = MatDenseGetArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3960       for (i=0;i<n_constraints;i++) {
3961         ierr = VecPlaceArray(pcbddc->vec1_R,work+i*lda_rhs);CHKERRQ(ierr);
3962         ierr = VecPlaceArray(pcbddc->vec2_R,marr+i*lda_rhs);CHKERRQ(ierr);
3963         ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
3964         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3965         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
3966       }
3967       ierr = MatDenseRestoreArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3968     }
3969     if (sparserhs) {
3970       ierr = MatScale(C_CR,-1.0);CHKERRQ(ierr);
3971     }
3972     ierr = MatDestroy(&Brhs);CHKERRQ(ierr);
3973     if (!pcbddc->switch_static) {
3974       ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_B,n_constraints,NULL,&pcbddc->local_auxmat2);CHKERRQ(ierr);
3975       ierr = MatDenseGetArray(pcbddc->local_auxmat2,&array);CHKERRQ(ierr);
3976       ierr = MatDenseGetArray(local_auxmat2_R,&array2);CHKERRQ(ierr);
3977       for (i=0;i<n_constraints;i++) {
3978         ierr = VecPlaceArray(pcbddc->vec1_R,array2+i*lda_rhs);CHKERRQ(ierr);
3979         ierr = VecPlaceArray(pcis->vec1_B,array+i*n_B);CHKERRQ(ierr);
3980         ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
3981         ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
3982         ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
3983         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3984       }
3985       ierr = MatDenseRestoreArray(local_auxmat2_R,&array2);CHKERRQ(ierr);
3986       ierr = MatDenseRestoreArray(pcbddc->local_auxmat2,&array);CHKERRQ(ierr);
3987       ierr = MatMatMult(C_B,pcbddc->local_auxmat2,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&M3);CHKERRQ(ierr);
3988     } else {
3989       if (lda_rhs != n_R) {
3990         IS dummy;
3991 
3992         ierr = ISCreateStride(PETSC_COMM_SELF,n_R,0,1,&dummy);CHKERRQ(ierr);
3993         ierr = MatCreateSubMatrix(local_auxmat2_R,dummy,NULL,MAT_INITIAL_MATRIX,&pcbddc->local_auxmat2);CHKERRQ(ierr);
3994         ierr = ISDestroy(&dummy);CHKERRQ(ierr);
3995       } else {
3996         ierr = PetscObjectReference((PetscObject)local_auxmat2_R);CHKERRQ(ierr);
3997         pcbddc->local_auxmat2 = local_auxmat2_R;
3998       }
3999       ierr = MatMatMult(C_CR,pcbddc->local_auxmat2,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&M3);CHKERRQ(ierr);
4000     }
4001     ierr = ISDestroy(&is_aux);CHKERRQ(ierr);
4002     /* Assemble explicitly S_CC = ( C_{CR} A_{RR}^{-1} C^T_{CR} )^{-1}  */
4003     ierr = MatScale(M3,m_one);CHKERRQ(ierr);
4004     if (isCHOL) {
4005       ierr = MatCholeskyFactor(M3,NULL,NULL);CHKERRQ(ierr);
4006     } else {
4007       ierr = MatLUFactor(M3,NULL,NULL,NULL);CHKERRQ(ierr);
4008     }
4009     ierr = MatSeqDenseInvertFactors_Private(M3);CHKERRQ(ierr);
4010     /* Assemble local_auxmat1 = S_CC*C_{CB} needed by BDDC application in KSP and in preproc */
4011     ierr = MatMatMult(M3,C_B,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&pcbddc->local_auxmat1);CHKERRQ(ierr);
4012     ierr = MatDestroy(&C_B);CHKERRQ(ierr);
4013     ierr = MatCopy(M3,S_CC,SAME_NONZERO_PATTERN);CHKERRQ(ierr); /* S_CC can have a different LDA, MatMatSolve doesn't support it */
4014     ierr = MatDestroy(&M3);CHKERRQ(ierr);
4015   }
4016 
4017   /* Get submatrices from subdomain matrix */
4018   if (n_vertices) {
4019     IS        is_aux;
4020     PetscBool isseqaij;
4021 
4022     if (sub_schurs && sub_schurs->reuse_solver) { /* is_R_local is not sorted, ISComplement doesn't like it */
4023       IS tis;
4024 
4025       ierr = ISDuplicate(pcbddc->is_R_local,&tis);CHKERRQ(ierr);
4026       ierr = ISSort(tis);CHKERRQ(ierr);
4027       ierr = ISComplement(tis,0,pcis->n,&is_aux);CHKERRQ(ierr);
4028       ierr = ISDestroy(&tis);CHKERRQ(ierr);
4029     } else {
4030       ierr = ISComplement(pcbddc->is_R_local,0,pcis->n,&is_aux);CHKERRQ(ierr);
4031     }
4032     ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,is_aux,MAT_INITIAL_MATRIX,&A_RV);CHKERRQ(ierr);
4033     ierr = MatCreateSubMatrix(pcbddc->local_mat,is_aux,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&A_VR);CHKERRQ(ierr);
4034     ierr = PetscObjectTypeCompare((PetscObject)A_VR,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
4035     if (!isseqaij) { /* MatMatMult(A_VR,A_RRmA_RV) below will raise an error */
4036       ierr = MatConvert(A_VR,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_VR);CHKERRQ(ierr);
4037     }
4038     ierr = MatCreateSubMatrix(pcbddc->local_mat,is_aux,is_aux,MAT_INITIAL_MATRIX,&A_VV);CHKERRQ(ierr);
4039     ierr = ISDestroy(&is_aux);CHKERRQ(ierr);
4040   }
4041 
4042   /* Matrix of coarse basis functions (local) */
4043   if (pcbddc->coarse_phi_B) {
4044     PetscInt on_B,on_primal,on_D=n_D;
4045     if (pcbddc->coarse_phi_D) {
4046       ierr = MatGetSize(pcbddc->coarse_phi_D,&on_D,NULL);CHKERRQ(ierr);
4047     }
4048     ierr = MatGetSize(pcbddc->coarse_phi_B,&on_B,&on_primal);CHKERRQ(ierr);
4049     if (on_B != n_B || on_primal != pcbddc->local_primal_size || on_D != n_D) {
4050       PetscScalar *marray;
4051 
4052       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&marray);CHKERRQ(ierr);
4053       ierr = PetscFree(marray);CHKERRQ(ierr);
4054       ierr = MatDestroy(&pcbddc->coarse_phi_B);CHKERRQ(ierr);
4055       ierr = MatDestroy(&pcbddc->coarse_psi_B);CHKERRQ(ierr);
4056       ierr = MatDestroy(&pcbddc->coarse_phi_D);CHKERRQ(ierr);
4057       ierr = MatDestroy(&pcbddc->coarse_psi_D);CHKERRQ(ierr);
4058     }
4059   }
4060 
4061   if (!pcbddc->coarse_phi_B) {
4062     PetscScalar *marr;
4063 
4064     /* memory size */
4065     n = n_B*pcbddc->local_primal_size;
4066     if (pcbddc->switch_static || pcbddc->dbg_flag) n += n_D*pcbddc->local_primal_size;
4067     if (!pcbddc->symmetric_primal) n *= 2;
4068     ierr  = PetscCalloc1(n,&marr);CHKERRQ(ierr);
4069     ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_B,pcbddc->local_primal_size,marr,&pcbddc->coarse_phi_B);CHKERRQ(ierr);
4070     marr += n_B*pcbddc->local_primal_size;
4071     if (pcbddc->switch_static || pcbddc->dbg_flag) {
4072       ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_D,pcbddc->local_primal_size,marr,&pcbddc->coarse_phi_D);CHKERRQ(ierr);
4073       marr += n_D*pcbddc->local_primal_size;
4074     }
4075     if (!pcbddc->symmetric_primal) {
4076       ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_B,pcbddc->local_primal_size,marr,&pcbddc->coarse_psi_B);CHKERRQ(ierr);
4077       marr += n_B*pcbddc->local_primal_size;
4078       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4079         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_D,pcbddc->local_primal_size,marr,&pcbddc->coarse_psi_D);CHKERRQ(ierr);
4080       }
4081     } else {
4082       ierr = PetscObjectReference((PetscObject)pcbddc->coarse_phi_B);CHKERRQ(ierr);
4083       pcbddc->coarse_psi_B = pcbddc->coarse_phi_B;
4084       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4085         ierr = PetscObjectReference((PetscObject)pcbddc->coarse_phi_D);CHKERRQ(ierr);
4086         pcbddc->coarse_psi_D = pcbddc->coarse_phi_D;
4087       }
4088     }
4089   }
4090 
4091   /* We are now ready to evaluate coarse basis functions and subdomain contribution to coarse problem */
4092   p0_lidx_I = NULL;
4093   if (pcbddc->benign_n && (pcbddc->switch_static || pcbddc->dbg_flag)) {
4094     const PetscInt *idxs;
4095 
4096     ierr = ISGetIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
4097     ierr = PetscMalloc1(pcbddc->benign_n,&p0_lidx_I);CHKERRQ(ierr);
4098     for (i=0;i<pcbddc->benign_n;i++) {
4099       ierr = PetscFindInt(pcbddc->benign_p0_lidx[i],pcis->n-pcis->n_B,idxs,&p0_lidx_I[i]);CHKERRQ(ierr);
4100     }
4101     ierr = ISRestoreIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
4102   }
4103 
4104   /* vertices */
4105   if (n_vertices) {
4106     PetscBool restoreavr = PETSC_FALSE;
4107 
4108     ierr = MatConvert(A_VV,MATDENSE,MAT_INPLACE_MATRIX,&A_VV);CHKERRQ(ierr);
4109 
4110     if (n_R) {
4111       Mat          A_RRmA_RV,A_RV_bcorr=NULL,S_VVt; /* S_VVt with LDA=N */
4112       PetscBLASInt B_N,B_one = 1;
4113       PetscScalar  *x,*y;
4114 
4115       ierr = MatScale(A_RV,m_one);CHKERRQ(ierr);
4116       if (need_benign_correction) {
4117         ISLocalToGlobalMapping RtoN;
4118         IS                     is_p0;
4119         PetscInt               *idxs_p0,n;
4120 
4121         ierr = PetscMalloc1(pcbddc->benign_n,&idxs_p0);CHKERRQ(ierr);
4122         ierr = ISLocalToGlobalMappingCreateIS(pcbddc->is_R_local,&RtoN);CHKERRQ(ierr);
4123         ierr = ISGlobalToLocalMappingApply(RtoN,IS_GTOLM_DROP,pcbddc->benign_n,pcbddc->benign_p0_lidx,&n,idxs_p0);CHKERRQ(ierr);
4124         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);
4125         ierr = ISLocalToGlobalMappingDestroy(&RtoN);CHKERRQ(ierr);
4126         ierr = ISCreateGeneral(PETSC_COMM_SELF,n,idxs_p0,PETSC_OWN_POINTER,&is_p0);CHKERRQ(ierr);
4127         ierr = MatCreateSubMatrix(A_RV,is_p0,NULL,MAT_INITIAL_MATRIX,&A_RV_bcorr);CHKERRQ(ierr);
4128         ierr = ISDestroy(&is_p0);CHKERRQ(ierr);
4129       }
4130 
4131       ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,work,&A_RRmA_RV);CHKERRQ(ierr);
4132       if (!sparserhs || need_benign_correction) {
4133         if (lda_rhs == n_R) {
4134           ierr = MatConvert(A_RV,MATDENSE,MAT_INPLACE_MATRIX,&A_RV);CHKERRQ(ierr);
4135         } else {
4136           PetscScalar    *av,*array;
4137           const PetscInt *xadj,*adjncy;
4138           PetscInt       n;
4139           PetscBool      flg_row;
4140 
4141           array = work+lda_rhs*n_vertices;
4142           ierr = PetscMemzero(array,lda_rhs*n_vertices*sizeof(PetscScalar));CHKERRQ(ierr);
4143           ierr = MatConvert(A_RV,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_RV);CHKERRQ(ierr);
4144           ierr = MatGetRowIJ(A_RV,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4145           ierr = MatSeqAIJGetArray(A_RV,&av);CHKERRQ(ierr);
4146           for (i=0;i<n;i++) {
4147             PetscInt j;
4148             for (j=xadj[i];j<xadj[i+1];j++) array[lda_rhs*adjncy[j]+i] = av[j];
4149           }
4150           ierr = MatRestoreRowIJ(A_RV,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4151           ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4152           ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,array,&A_RV);CHKERRQ(ierr);
4153         }
4154         if (need_benign_correction) {
4155           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4156           PetscScalar        *marr;
4157 
4158           ierr = MatDenseGetArray(A_RV,&marr);CHKERRQ(ierr);
4159           /* need \Phi^T A_RV = (I+L)A_RV, L given by
4160 
4161                  | 0 0  0 | (V)
4162              L = | 0 0 -1 | (P-p0)
4163                  | 0 0 -1 | (p0)
4164 
4165           */
4166           for (i=0;i<reuse_solver->benign_n;i++) {
4167             const PetscScalar *vals;
4168             const PetscInt    *idxs,*idxs_zero;
4169             PetscInt          n,j,nz;
4170 
4171             ierr = ISGetLocalSize(reuse_solver->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
4172             ierr = ISGetIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4173             ierr = MatGetRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4174             for (j=0;j<n;j++) {
4175               PetscScalar val = vals[j];
4176               PetscInt    k,col = idxs[j];
4177               for (k=0;k<nz;k++) marr[idxs_zero[k]+lda_rhs*col] -= val;
4178             }
4179             ierr = MatRestoreRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4180             ierr = ISRestoreIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4181           }
4182           ierr = MatDenseRestoreArray(A_RV,&marr);CHKERRQ(ierr);
4183         }
4184         ierr = PetscObjectReference((PetscObject)A_RV);CHKERRQ(ierr);
4185         Brhs = A_RV;
4186       } else {
4187         Mat tA_RVT,A_RVT;
4188 
4189         if (!pcbddc->symmetric_primal) {
4190           /* A_RV already scaled by -1 */
4191           ierr = MatTranspose(A_RV,MAT_INITIAL_MATRIX,&A_RVT);CHKERRQ(ierr);
4192         } else {
4193           restoreavr = PETSC_TRUE;
4194           ierr  = MatScale(A_VR,-1.0);CHKERRQ(ierr);
4195           ierr  = PetscObjectReference((PetscObject)A_VR);CHKERRQ(ierr);
4196           A_RVT = A_VR;
4197         }
4198         if (lda_rhs != n_R) {
4199           PetscScalar *aa;
4200           PetscInt    r,*ii,*jj;
4201           PetscBool   done;
4202 
4203           ierr = MatGetRowIJ(A_RVT,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
4204           if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"GetRowIJ failed");
4205           ierr = MatSeqAIJGetArray(A_RVT,&aa);CHKERRQ(ierr);
4206           ierr = MatCreateSeqAIJWithArrays(PETSC_COMM_SELF,n_vertices,lda_rhs,ii,jj,aa,&tA_RVT);CHKERRQ(ierr);
4207           ierr = MatRestoreRowIJ(A_RVT,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
4208           if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"RestoreRowIJ failed");
4209         } else {
4210           ierr   = PetscObjectReference((PetscObject)A_RVT);CHKERRQ(ierr);
4211           tA_RVT = A_RVT;
4212         }
4213         ierr = MatCreateTranspose(tA_RVT,&Brhs);CHKERRQ(ierr);
4214         ierr = MatDestroy(&tA_RVT);CHKERRQ(ierr);
4215         ierr = MatDestroy(&A_RVT);CHKERRQ(ierr);
4216       }
4217       if (F) {
4218         /* need to correct the rhs */
4219         if (need_benign_correction) {
4220           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4221           PetscScalar        *marr;
4222 
4223           ierr = MatDenseGetArray(Brhs,&marr);CHKERRQ(ierr);
4224           if (lda_rhs != n_R) {
4225             for (i=0;i<n_vertices;i++) {
4226               ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
4227               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
4228               ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
4229             }
4230           } else {
4231             for (i=0;i<n_vertices;i++) {
4232               ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
4233               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
4234               ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4235             }
4236           }
4237           ierr = MatDenseRestoreArray(Brhs,&marr);CHKERRQ(ierr);
4238         }
4239         ierr = MatMatSolve(F,Brhs,A_RRmA_RV);CHKERRQ(ierr);
4240         if (restoreavr) {
4241           ierr = MatScale(A_VR,-1.0);CHKERRQ(ierr);
4242         }
4243         /* need to correct the solution */
4244         if (need_benign_correction) {
4245           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4246           PetscScalar        *marr;
4247 
4248           ierr = MatDenseGetArray(A_RRmA_RV,&marr);CHKERRQ(ierr);
4249           if (lda_rhs != n_R) {
4250             for (i=0;i<n_vertices;i++) {
4251               ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
4252               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
4253               ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
4254             }
4255           } else {
4256             for (i=0;i<n_vertices;i++) {
4257               ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
4258               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
4259               ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4260             }
4261           }
4262           ierr = MatDenseRestoreArray(A_RRmA_RV,&marr);CHKERRQ(ierr);
4263         }
4264       } else {
4265         ierr = MatDenseGetArray(Brhs,&y);CHKERRQ(ierr);
4266         for (i=0;i<n_vertices;i++) {
4267           ierr = VecPlaceArray(pcbddc->vec1_R,y+i*lda_rhs);CHKERRQ(ierr);
4268           ierr = VecPlaceArray(pcbddc->vec2_R,work+i*lda_rhs);CHKERRQ(ierr);
4269           ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
4270           ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4271           ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4272         }
4273         ierr = MatDenseRestoreArray(Brhs,&y);CHKERRQ(ierr);
4274       }
4275       ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4276       ierr = MatDestroy(&Brhs);CHKERRQ(ierr);
4277       /* S_VV and S_CV */
4278       if (n_constraints) {
4279         Mat B;
4280 
4281         ierr = PetscMemzero(work+lda_rhs*n_vertices,n_B*n_vertices*sizeof(PetscScalar));CHKERRQ(ierr);
4282         for (i=0;i<n_vertices;i++) {
4283           ierr = VecPlaceArray(pcbddc->vec1_R,work+i*lda_rhs);CHKERRQ(ierr);
4284           ierr = VecPlaceArray(pcis->vec1_B,work+lda_rhs*n_vertices+i*n_B);CHKERRQ(ierr);
4285           ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4286           ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4287           ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4288           ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4289         }
4290         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_B,n_vertices,work+lda_rhs*n_vertices,&B);CHKERRQ(ierr);
4291         ierr = MatMatMult(pcbddc->local_auxmat1,B,MAT_REUSE_MATRIX,PETSC_DEFAULT,&S_CV);CHKERRQ(ierr);
4292         ierr = MatDestroy(&B);CHKERRQ(ierr);
4293         ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,work+lda_rhs*n_vertices,&B);CHKERRQ(ierr);
4294         ierr = MatMatMult(local_auxmat2_R,S_CV,MAT_REUSE_MATRIX,PETSC_DEFAULT,&B);CHKERRQ(ierr);
4295         ierr = MatScale(S_CV,m_one);CHKERRQ(ierr);
4296         ierr = PetscBLASIntCast(lda_rhs*n_vertices,&B_N);CHKERRQ(ierr);
4297         PetscStackCallBLAS("BLASaxpy",BLASaxpy_(&B_N,&one,work+lda_rhs*n_vertices,&B_one,work,&B_one));
4298         ierr = MatDestroy(&B);CHKERRQ(ierr);
4299       }
4300       if (lda_rhs != n_R) {
4301         ierr = MatDestroy(&A_RRmA_RV);CHKERRQ(ierr);
4302         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_vertices,work,&A_RRmA_RV);CHKERRQ(ierr);
4303         ierr = MatSeqDenseSetLDA(A_RRmA_RV,lda_rhs);CHKERRQ(ierr);
4304       }
4305       ierr = MatMatMult(A_VR,A_RRmA_RV,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&S_VVt);CHKERRQ(ierr);
4306       /* need A_VR * \Phi * A_RRmA_RV = A_VR * (I+L)^T * A_RRmA_RV, L given as before */
4307       if (need_benign_correction) {
4308         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4309         PetscScalar      *marr,*sums;
4310 
4311         ierr = PetscMalloc1(n_vertices,&sums);CHKERRQ(ierr);
4312         ierr = MatDenseGetArray(S_VVt,&marr);CHKERRQ(ierr);
4313         for (i=0;i<reuse_solver->benign_n;i++) {
4314           const PetscScalar *vals;
4315           const PetscInt    *idxs,*idxs_zero;
4316           PetscInt          n,j,nz;
4317 
4318           ierr = ISGetLocalSize(reuse_solver->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
4319           ierr = ISGetIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4320           for (j=0;j<n_vertices;j++) {
4321             PetscInt k;
4322             sums[j] = 0.;
4323             for (k=0;k<nz;k++) sums[j] += work[idxs_zero[k]+j*lda_rhs];
4324           }
4325           ierr = MatGetRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4326           for (j=0;j<n;j++) {
4327             PetscScalar val = vals[j];
4328             PetscInt k;
4329             for (k=0;k<n_vertices;k++) {
4330               marr[idxs[j]+k*n_vertices] += val*sums[k];
4331             }
4332           }
4333           ierr = MatRestoreRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4334           ierr = ISRestoreIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4335         }
4336         ierr = PetscFree(sums);CHKERRQ(ierr);
4337         ierr = MatDenseRestoreArray(S_VVt,&marr);CHKERRQ(ierr);
4338         ierr = MatDestroy(&A_RV_bcorr);CHKERRQ(ierr);
4339       }
4340       ierr = MatDestroy(&A_RRmA_RV);CHKERRQ(ierr);
4341       ierr = PetscBLASIntCast(n_vertices*n_vertices,&B_N);CHKERRQ(ierr);
4342       ierr = MatDenseGetArray(A_VV,&x);CHKERRQ(ierr);
4343       ierr = MatDenseGetArray(S_VVt,&y);CHKERRQ(ierr);
4344       PetscStackCallBLAS("BLASaxpy",BLASaxpy_(&B_N,&one,x,&B_one,y,&B_one));
4345       ierr = MatDenseRestoreArray(A_VV,&x);CHKERRQ(ierr);
4346       ierr = MatDenseRestoreArray(S_VVt,&y);CHKERRQ(ierr);
4347       ierr = MatCopy(S_VVt,S_VV,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4348       ierr = MatDestroy(&S_VVt);CHKERRQ(ierr);
4349     } else {
4350       ierr = MatCopy(A_VV,S_VV,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4351     }
4352     ierr = MatDestroy(&A_VV);CHKERRQ(ierr);
4353 
4354     /* coarse basis functions */
4355     for (i=0;i<n_vertices;i++) {
4356       PetscScalar *y;
4357 
4358       ierr = VecPlaceArray(pcbddc->vec1_R,work+lda_rhs*i);CHKERRQ(ierr);
4359       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4360       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*i);CHKERRQ(ierr);
4361       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4362       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4363       y[n_B*i+idx_V_B[i]] = 1.0;
4364       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4365       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4366 
4367       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4368         PetscInt j;
4369 
4370         ierr = MatDenseGetArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4371         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*i);CHKERRQ(ierr);
4372         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4373         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4374         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4375         for (j=0;j<pcbddc->benign_n;j++) y[n_D*i+p0_lidx_I[j]] = 0.0;
4376         ierr = MatDenseRestoreArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4377       }
4378       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4379     }
4380     /* if n_R == 0 the object is not destroyed */
4381     ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4382   }
4383   ierr = VecDestroy(&dummy_vec);CHKERRQ(ierr);
4384 
4385   if (n_constraints) {
4386     Mat B;
4387 
4388     ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,work,&B);CHKERRQ(ierr);
4389     ierr = MatScale(S_CC,m_one);CHKERRQ(ierr);
4390     ierr = MatMatMult(local_auxmat2_R,S_CC,MAT_REUSE_MATRIX,PETSC_DEFAULT,&B);CHKERRQ(ierr);
4391     ierr = MatScale(S_CC,m_one);CHKERRQ(ierr);
4392     if (n_vertices) {
4393       if (isCHOL || need_benign_correction) { /* if we can solve the interior problem with cholesky, we should also be fine with transposing here */
4394         ierr = MatTranspose(S_CV,MAT_REUSE_MATRIX,&S_VC);CHKERRQ(ierr);
4395       } else {
4396         Mat S_VCt;
4397 
4398         if (lda_rhs != n_R) {
4399           ierr = MatDestroy(&B);CHKERRQ(ierr);
4400           ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_constraints,work,&B);CHKERRQ(ierr);
4401           ierr = MatSeqDenseSetLDA(B,lda_rhs);CHKERRQ(ierr);
4402         }
4403         ierr = MatMatMult(A_VR,B,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&S_VCt);CHKERRQ(ierr);
4404         ierr = MatCopy(S_VCt,S_VC,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4405         ierr = MatDestroy(&S_VCt);CHKERRQ(ierr);
4406       }
4407     }
4408     ierr = MatDestroy(&B);CHKERRQ(ierr);
4409     /* coarse basis functions */
4410     for (i=0;i<n_constraints;i++) {
4411       PetscScalar *y;
4412 
4413       ierr = VecPlaceArray(pcbddc->vec1_R,work+lda_rhs*i);CHKERRQ(ierr);
4414       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4415       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*(i+n_vertices));CHKERRQ(ierr);
4416       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4417       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4418       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4419       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4420       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4421         PetscInt j;
4422 
4423         ierr = MatDenseGetArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4424         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*(i+n_vertices));CHKERRQ(ierr);
4425         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4426         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4427         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4428         for (j=0;j<pcbddc->benign_n;j++) y[n_D*i+p0_lidx_I[j]] = 0.0;
4429         ierr = MatDenseRestoreArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4430       }
4431       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4432     }
4433   }
4434   if (n_constraints) {
4435     ierr = MatDestroy(&local_auxmat2_R);CHKERRQ(ierr);
4436   }
4437   ierr = PetscFree(p0_lidx_I);CHKERRQ(ierr);
4438 
4439   /* coarse matrix entries relative to B_0 */
4440   if (pcbddc->benign_n) {
4441     Mat         B0_B,B0_BPHI;
4442     IS          is_dummy;
4443     PetscScalar *data;
4444     PetscInt    j;
4445 
4446     ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4447     ierr = MatCreateSubMatrix(pcbddc->benign_B0,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
4448     ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4449     ierr = MatMatMult(B0_B,pcbddc->coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&B0_BPHI);CHKERRQ(ierr);
4450     ierr = MatConvert(B0_BPHI,MATSEQDENSE,MAT_INPLACE_MATRIX,&B0_BPHI);CHKERRQ(ierr);
4451     ierr = MatDenseGetArray(B0_BPHI,&data);CHKERRQ(ierr);
4452     for (j=0;j<pcbddc->benign_n;j++) {
4453       PetscInt primal_idx = pcbddc->local_primal_size - pcbddc->benign_n + j;
4454       for (i=0;i<pcbddc->local_primal_size;i++) {
4455         coarse_submat_vals[primal_idx*pcbddc->local_primal_size+i] = data[i*pcbddc->benign_n+j];
4456         coarse_submat_vals[i*pcbddc->local_primal_size+primal_idx] = data[i*pcbddc->benign_n+j];
4457       }
4458     }
4459     ierr = MatDenseRestoreArray(B0_BPHI,&data);CHKERRQ(ierr);
4460     ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
4461     ierr = MatDestroy(&B0_BPHI);CHKERRQ(ierr);
4462   }
4463 
4464   /* compute other basis functions for non-symmetric problems */
4465   if (!pcbddc->symmetric_primal) {
4466     Mat         B_V=NULL,B_C=NULL;
4467     PetscScalar *marray;
4468 
4469     if (n_constraints) {
4470       Mat S_CCT,C_CRT;
4471 
4472       ierr = MatTranspose(C_CR,MAT_INITIAL_MATRIX,&C_CRT);CHKERRQ(ierr);
4473       ierr = MatTranspose(S_CC,MAT_INITIAL_MATRIX,&S_CCT);CHKERRQ(ierr);
4474       ierr = MatMatMult(C_CRT,S_CCT,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&B_C);CHKERRQ(ierr);
4475       ierr = MatDestroy(&S_CCT);CHKERRQ(ierr);
4476       if (n_vertices) {
4477         Mat S_VCT;
4478 
4479         ierr = MatTranspose(S_VC,MAT_INITIAL_MATRIX,&S_VCT);CHKERRQ(ierr);
4480         ierr = MatMatMult(C_CRT,S_VCT,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&B_V);CHKERRQ(ierr);
4481         ierr = MatDestroy(&S_VCT);CHKERRQ(ierr);
4482       }
4483       ierr = MatDestroy(&C_CRT);CHKERRQ(ierr);
4484     } else {
4485       ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_vertices,NULL,&B_V);CHKERRQ(ierr);
4486     }
4487     if (n_vertices && n_R) {
4488       PetscScalar    *av,*marray;
4489       const PetscInt *xadj,*adjncy;
4490       PetscInt       n;
4491       PetscBool      flg_row;
4492 
4493       /* B_V = B_V - A_VR^T */
4494       ierr = MatConvert(A_VR,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_VR);CHKERRQ(ierr);
4495       ierr = MatGetRowIJ(A_VR,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4496       ierr = MatSeqAIJGetArray(A_VR,&av);CHKERRQ(ierr);
4497       ierr = MatDenseGetArray(B_V,&marray);CHKERRQ(ierr);
4498       for (i=0;i<n;i++) {
4499         PetscInt j;
4500         for (j=xadj[i];j<xadj[i+1];j++) marray[i*n_R + adjncy[j]] -= av[j];
4501       }
4502       ierr = MatDenseRestoreArray(B_V,&marray);CHKERRQ(ierr);
4503       ierr = MatRestoreRowIJ(A_VR,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4504       ierr = MatDestroy(&A_VR);CHKERRQ(ierr);
4505     }
4506 
4507     /* currently there's no support for MatTransposeMatSolve(F,B,X) */
4508     if (n_vertices) {
4509       ierr = MatDenseGetArray(B_V,&marray);CHKERRQ(ierr);
4510       for (i=0;i<n_vertices;i++) {
4511         ierr = VecPlaceArray(pcbddc->vec1_R,marray+i*n_R);CHKERRQ(ierr);
4512         ierr = VecPlaceArray(pcbddc->vec2_R,work+i*n_R);CHKERRQ(ierr);
4513         ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
4514         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4515         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4516       }
4517       ierr = MatDenseRestoreArray(B_V,&marray);CHKERRQ(ierr);
4518     }
4519     if (B_C) {
4520       ierr = MatDenseGetArray(B_C,&marray);CHKERRQ(ierr);
4521       for (i=n_vertices;i<n_constraints+n_vertices;i++) {
4522         ierr = VecPlaceArray(pcbddc->vec1_R,marray+(i-n_vertices)*n_R);CHKERRQ(ierr);
4523         ierr = VecPlaceArray(pcbddc->vec2_R,work+i*n_R);CHKERRQ(ierr);
4524         ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
4525         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4526         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4527       }
4528       ierr = MatDenseRestoreArray(B_C,&marray);CHKERRQ(ierr);
4529     }
4530     /* coarse basis functions */
4531     for (i=0;i<pcbddc->local_primal_size;i++) {
4532       PetscScalar *y;
4533 
4534       ierr = VecPlaceArray(pcbddc->vec1_R,work+i*n_R);CHKERRQ(ierr);
4535       ierr = MatDenseGetArray(pcbddc->coarse_psi_B,&y);CHKERRQ(ierr);
4536       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*i);CHKERRQ(ierr);
4537       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4538       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4539       if (i<n_vertices) {
4540         y[n_B*i+idx_V_B[i]] = 1.0;
4541       }
4542       ierr = MatDenseRestoreArray(pcbddc->coarse_psi_B,&y);CHKERRQ(ierr);
4543       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4544 
4545       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4546         ierr = MatDenseGetArray(pcbddc->coarse_psi_D,&y);CHKERRQ(ierr);
4547         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*i);CHKERRQ(ierr);
4548         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4549         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4550         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4551         ierr = MatDenseRestoreArray(pcbddc->coarse_psi_D,&y);CHKERRQ(ierr);
4552       }
4553       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4554     }
4555     ierr = MatDestroy(&B_V);CHKERRQ(ierr);
4556     ierr = MatDestroy(&B_C);CHKERRQ(ierr);
4557   }
4558 
4559   /* free memory */
4560   ierr = PetscFree(idx_V_B);CHKERRQ(ierr);
4561   ierr = MatDestroy(&S_VV);CHKERRQ(ierr);
4562   ierr = MatDestroy(&S_CV);CHKERRQ(ierr);
4563   ierr = MatDestroy(&S_VC);CHKERRQ(ierr);
4564   ierr = MatDestroy(&S_CC);CHKERRQ(ierr);
4565   ierr = PetscFree(work);CHKERRQ(ierr);
4566   if (n_vertices) {
4567     ierr = MatDestroy(&A_VR);CHKERRQ(ierr);
4568   }
4569   if (n_constraints) {
4570     ierr = MatDestroy(&C_CR);CHKERRQ(ierr);
4571   }
4572   /* Checking coarse_sub_mat and coarse basis functios */
4573   /* Symmetric case     : It should be \Phi^{(j)^T} A^{(j)} \Phi^{(j)}=coarse_sub_mat */
4574   /* Non-symmetric case : It should be \Psi^{(j)^T} A^{(j)} \Phi^{(j)}=coarse_sub_mat */
4575   if (pcbddc->dbg_flag) {
4576     Mat         coarse_sub_mat;
4577     Mat         AUXMAT,TM1,TM2,TM3,TM4;
4578     Mat         coarse_phi_D,coarse_phi_B;
4579     Mat         coarse_psi_D,coarse_psi_B;
4580     Mat         A_II,A_BB,A_IB,A_BI;
4581     Mat         C_B,CPHI;
4582     IS          is_dummy;
4583     Vec         mones;
4584     MatType     checkmattype=MATSEQAIJ;
4585     PetscReal   real_value;
4586 
4587     if (pcbddc->benign_n && !pcbddc->benign_change_explicit) {
4588       Mat A;
4589       ierr = PCBDDCBenignProject(pc,NULL,NULL,&A);CHKERRQ(ierr);
4590       ierr = MatCreateSubMatrix(A,pcis->is_I_local,pcis->is_I_local,MAT_INITIAL_MATRIX,&A_II);CHKERRQ(ierr);
4591       ierr = MatCreateSubMatrix(A,pcis->is_I_local,pcis->is_B_local,MAT_INITIAL_MATRIX,&A_IB);CHKERRQ(ierr);
4592       ierr = MatCreateSubMatrix(A,pcis->is_B_local,pcis->is_I_local,MAT_INITIAL_MATRIX,&A_BI);CHKERRQ(ierr);
4593       ierr = MatCreateSubMatrix(A,pcis->is_B_local,pcis->is_B_local,MAT_INITIAL_MATRIX,&A_BB);CHKERRQ(ierr);
4594       ierr = MatDestroy(&A);CHKERRQ(ierr);
4595     } else {
4596       ierr = MatConvert(pcis->A_II,checkmattype,MAT_INITIAL_MATRIX,&A_II);CHKERRQ(ierr);
4597       ierr = MatConvert(pcis->A_IB,checkmattype,MAT_INITIAL_MATRIX,&A_IB);CHKERRQ(ierr);
4598       ierr = MatConvert(pcis->A_BI,checkmattype,MAT_INITIAL_MATRIX,&A_BI);CHKERRQ(ierr);
4599       ierr = MatConvert(pcis->A_BB,checkmattype,MAT_INITIAL_MATRIX,&A_BB);CHKERRQ(ierr);
4600     }
4601     ierr = MatConvert(pcbddc->coarse_phi_D,checkmattype,MAT_INITIAL_MATRIX,&coarse_phi_D);CHKERRQ(ierr);
4602     ierr = MatConvert(pcbddc->coarse_phi_B,checkmattype,MAT_INITIAL_MATRIX,&coarse_phi_B);CHKERRQ(ierr);
4603     if (!pcbddc->symmetric_primal) {
4604       ierr = MatConvert(pcbddc->coarse_psi_D,checkmattype,MAT_INITIAL_MATRIX,&coarse_psi_D);CHKERRQ(ierr);
4605       ierr = MatConvert(pcbddc->coarse_psi_B,checkmattype,MAT_INITIAL_MATRIX,&coarse_psi_B);CHKERRQ(ierr);
4606     }
4607     ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcbddc->local_primal_size,pcbddc->local_primal_size,coarse_submat_vals,&coarse_sub_mat);CHKERRQ(ierr);
4608 
4609     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
4610     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check coarse sub mat computation (symmetric %d)\n",pcbddc->symmetric_primal);CHKERRQ(ierr);
4611     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4612     if (!pcbddc->symmetric_primal) {
4613       ierr = MatMatMult(A_II,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4614       ierr = MatTransposeMatMult(coarse_psi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM1);CHKERRQ(ierr);
4615       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4616       ierr = MatMatMult(A_BB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4617       ierr = MatTransposeMatMult(coarse_psi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM2);CHKERRQ(ierr);
4618       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4619       ierr = MatMatMult(A_IB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4620       ierr = MatTransposeMatMult(coarse_psi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM3);CHKERRQ(ierr);
4621       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4622       ierr = MatMatMult(A_BI,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4623       ierr = MatTransposeMatMult(coarse_psi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM4);CHKERRQ(ierr);
4624       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4625     } else {
4626       ierr = MatPtAP(A_II,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&TM1);CHKERRQ(ierr);
4627       ierr = MatPtAP(A_BB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&TM2);CHKERRQ(ierr);
4628       ierr = MatMatMult(A_IB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4629       ierr = MatTransposeMatMult(coarse_phi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM3);CHKERRQ(ierr);
4630       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4631       ierr = MatMatMult(A_BI,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4632       ierr = MatTransposeMatMult(coarse_phi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM4);CHKERRQ(ierr);
4633       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4634     }
4635     ierr = MatAXPY(TM1,one,TM2,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4636     ierr = MatAXPY(TM1,one,TM3,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4637     ierr = MatAXPY(TM1,one,TM4,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4638     ierr = MatConvert(TM1,MATSEQDENSE,MAT_INPLACE_MATRIX,&TM1);CHKERRQ(ierr);
4639     if (pcbddc->benign_n) {
4640       Mat         B0_B,B0_BPHI;
4641       PetscScalar *data,*data2;
4642       PetscInt    j;
4643 
4644       ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4645       ierr = MatCreateSubMatrix(pcbddc->benign_B0,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
4646       ierr = MatMatMult(B0_B,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&B0_BPHI);CHKERRQ(ierr);
4647       ierr = MatConvert(B0_BPHI,MATSEQDENSE,MAT_INPLACE_MATRIX,&B0_BPHI);CHKERRQ(ierr);
4648       ierr = MatDenseGetArray(TM1,&data);CHKERRQ(ierr);
4649       ierr = MatDenseGetArray(B0_BPHI,&data2);CHKERRQ(ierr);
4650       for (j=0;j<pcbddc->benign_n;j++) {
4651         PetscInt primal_idx = pcbddc->local_primal_size - pcbddc->benign_n + j;
4652         for (i=0;i<pcbddc->local_primal_size;i++) {
4653           data[primal_idx*pcbddc->local_primal_size+i] += data2[i*pcbddc->benign_n+j];
4654           data[i*pcbddc->local_primal_size+primal_idx] += data2[i*pcbddc->benign_n+j];
4655         }
4656       }
4657       ierr = MatDenseRestoreArray(TM1,&data);CHKERRQ(ierr);
4658       ierr = MatDenseRestoreArray(B0_BPHI,&data2);CHKERRQ(ierr);
4659       ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
4660       ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4661       ierr = MatDestroy(&B0_BPHI);CHKERRQ(ierr);
4662     }
4663 #if 0
4664   {
4665     PetscViewer viewer;
4666     char filename[256];
4667     sprintf(filename,"details_local_coarse_mat%d_level%d.m",PetscGlobalRank,pcbddc->current_level);
4668     ierr = PetscViewerASCIIOpen(PETSC_COMM_SELF,filename,&viewer);CHKERRQ(ierr);
4669     ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
4670     ierr = PetscObjectSetName((PetscObject)coarse_sub_mat,"computed");CHKERRQ(ierr);
4671     ierr = MatView(coarse_sub_mat,viewer);CHKERRQ(ierr);
4672     ierr = PetscObjectSetName((PetscObject)TM1,"projected");CHKERRQ(ierr);
4673     ierr = MatView(TM1,viewer);CHKERRQ(ierr);
4674     if (pcbddc->coarse_phi_B) {
4675       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_phi_B,"phi_B");CHKERRQ(ierr);
4676       ierr = MatView(pcbddc->coarse_phi_B,viewer);CHKERRQ(ierr);
4677     }
4678     if (pcbddc->coarse_phi_D) {
4679       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_phi_D,"phi_D");CHKERRQ(ierr);
4680       ierr = MatView(pcbddc->coarse_phi_D,viewer);CHKERRQ(ierr);
4681     }
4682     if (pcbddc->coarse_psi_B) {
4683       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_psi_B,"psi_B");CHKERRQ(ierr);
4684       ierr = MatView(pcbddc->coarse_psi_B,viewer);CHKERRQ(ierr);
4685     }
4686     if (pcbddc->coarse_psi_D) {
4687       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_psi_D,"psi_D");CHKERRQ(ierr);
4688       ierr = MatView(pcbddc->coarse_psi_D,viewer);CHKERRQ(ierr);
4689     }
4690     ierr = PetscObjectSetName((PetscObject)pcbddc->local_mat,"A");CHKERRQ(ierr);
4691     ierr = MatView(pcbddc->local_mat,viewer);CHKERRQ(ierr);
4692     ierr = PetscObjectSetName((PetscObject)pcbddc->ConstraintMatrix,"C");CHKERRQ(ierr);
4693     ierr = MatView(pcbddc->ConstraintMatrix,viewer);CHKERRQ(ierr);
4694     ierr = PetscObjectSetName((PetscObject)pcis->is_I_local,"I");CHKERRQ(ierr);
4695     ierr = ISView(pcis->is_I_local,viewer);CHKERRQ(ierr);
4696     ierr = PetscObjectSetName((PetscObject)pcis->is_B_local,"B");CHKERRQ(ierr);
4697     ierr = ISView(pcis->is_B_local,viewer);CHKERRQ(ierr);
4698     ierr = PetscObjectSetName((PetscObject)pcbddc->is_R_local,"R");CHKERRQ(ierr);
4699     ierr = ISView(pcbddc->is_R_local,viewer);CHKERRQ(ierr);
4700     ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
4701   }
4702 #endif
4703     ierr = MatAXPY(TM1,m_one,coarse_sub_mat,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4704     ierr = MatNorm(TM1,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4705     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
4706     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d          matrix error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4707 
4708     /* check constraints */
4709     ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->local_primal_size-pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4710     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&C_B);CHKERRQ(ierr);
4711     if (!pcbddc->benign_n) { /* TODO: add benign case */
4712       ierr = MatMatMult(C_B,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4713     } else {
4714       PetscScalar *data;
4715       Mat         tmat;
4716       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&data);CHKERRQ(ierr);
4717       ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcis->n_B,pcbddc->local_primal_size-pcbddc->benign_n,data,&tmat);CHKERRQ(ierr);
4718       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&data);CHKERRQ(ierr);
4719       ierr = MatMatMult(C_B,tmat,MAT_INITIAL_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4720       ierr = MatDestroy(&tmat);CHKERRQ(ierr);
4721     }
4722     ierr = MatCreateVecs(CPHI,&mones,NULL);CHKERRQ(ierr);
4723     ierr = VecSet(mones,-1.0);CHKERRQ(ierr);
4724     ierr = MatDiagonalSet(CPHI,mones,ADD_VALUES);CHKERRQ(ierr);
4725     ierr = MatNorm(CPHI,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4726     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d phi constraints error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4727     if (!pcbddc->symmetric_primal) {
4728       ierr = MatMatMult(C_B,coarse_psi_B,MAT_REUSE_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4729       ierr = VecSet(mones,-1.0);CHKERRQ(ierr);
4730       ierr = MatDiagonalSet(CPHI,mones,ADD_VALUES);CHKERRQ(ierr);
4731       ierr = MatNorm(CPHI,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4732       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d psi constraints error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4733     }
4734     ierr = MatDestroy(&C_B);CHKERRQ(ierr);
4735     ierr = MatDestroy(&CPHI);CHKERRQ(ierr);
4736     ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4737     ierr = VecDestroy(&mones);CHKERRQ(ierr);
4738     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4739     ierr = MatDestroy(&A_II);CHKERRQ(ierr);
4740     ierr = MatDestroy(&A_BB);CHKERRQ(ierr);
4741     ierr = MatDestroy(&A_IB);CHKERRQ(ierr);
4742     ierr = MatDestroy(&A_BI);CHKERRQ(ierr);
4743     ierr = MatDestroy(&TM1);CHKERRQ(ierr);
4744     ierr = MatDestroy(&TM2);CHKERRQ(ierr);
4745     ierr = MatDestroy(&TM3);CHKERRQ(ierr);
4746     ierr = MatDestroy(&TM4);CHKERRQ(ierr);
4747     ierr = MatDestroy(&coarse_phi_D);CHKERRQ(ierr);
4748     ierr = MatDestroy(&coarse_phi_B);CHKERRQ(ierr);
4749     if (!pcbddc->symmetric_primal) {
4750       ierr = MatDestroy(&coarse_psi_D);CHKERRQ(ierr);
4751       ierr = MatDestroy(&coarse_psi_B);CHKERRQ(ierr);
4752     }
4753     ierr = MatDestroy(&coarse_sub_mat);CHKERRQ(ierr);
4754   }
4755   /* get back data */
4756   *coarse_submat_vals_n = coarse_submat_vals;
4757   ierr = PetscLogEventEnd(PC_BDDC_CorrectionSetUp[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
4758   PetscFunctionReturn(0);
4759 }
4760 
4761 PetscErrorCode MatCreateSubMatrixUnsorted(Mat A, IS isrow, IS iscol, Mat* B)
4762 {
4763   Mat            *work_mat;
4764   IS             isrow_s,iscol_s;
4765   PetscBool      rsorted,csorted;
4766   PetscInt       rsize,*idxs_perm_r=NULL,csize,*idxs_perm_c=NULL;
4767   PetscErrorCode ierr;
4768 
4769   PetscFunctionBegin;
4770   ierr = ISSorted(isrow,&rsorted);CHKERRQ(ierr);
4771   ierr = ISSorted(iscol,&csorted);CHKERRQ(ierr);
4772   ierr = ISGetLocalSize(isrow,&rsize);CHKERRQ(ierr);
4773   ierr = ISGetLocalSize(iscol,&csize);CHKERRQ(ierr);
4774 
4775   if (!rsorted) {
4776     const PetscInt *idxs;
4777     PetscInt *idxs_sorted,i;
4778 
4779     ierr = PetscMalloc1(rsize,&idxs_perm_r);CHKERRQ(ierr);
4780     ierr = PetscMalloc1(rsize,&idxs_sorted);CHKERRQ(ierr);
4781     for (i=0;i<rsize;i++) {
4782       idxs_perm_r[i] = i;
4783     }
4784     ierr = ISGetIndices(isrow,&idxs);CHKERRQ(ierr);
4785     ierr = PetscSortIntWithPermutation(rsize,idxs,idxs_perm_r);CHKERRQ(ierr);
4786     for (i=0;i<rsize;i++) {
4787       idxs_sorted[i] = idxs[idxs_perm_r[i]];
4788     }
4789     ierr = ISRestoreIndices(isrow,&idxs);CHKERRQ(ierr);
4790     ierr = ISCreateGeneral(PETSC_COMM_SELF,rsize,idxs_sorted,PETSC_OWN_POINTER,&isrow_s);CHKERRQ(ierr);
4791   } else {
4792     ierr = PetscObjectReference((PetscObject)isrow);CHKERRQ(ierr);
4793     isrow_s = isrow;
4794   }
4795 
4796   if (!csorted) {
4797     if (isrow == iscol) {
4798       ierr = PetscObjectReference((PetscObject)isrow_s);CHKERRQ(ierr);
4799       iscol_s = isrow_s;
4800     } else {
4801       const PetscInt *idxs;
4802       PetscInt       *idxs_sorted,i;
4803 
4804       ierr = PetscMalloc1(csize,&idxs_perm_c);CHKERRQ(ierr);
4805       ierr = PetscMalloc1(csize,&idxs_sorted);CHKERRQ(ierr);
4806       for (i=0;i<csize;i++) {
4807         idxs_perm_c[i] = i;
4808       }
4809       ierr = ISGetIndices(iscol,&idxs);CHKERRQ(ierr);
4810       ierr = PetscSortIntWithPermutation(csize,idxs,idxs_perm_c);CHKERRQ(ierr);
4811       for (i=0;i<csize;i++) {
4812         idxs_sorted[i] = idxs[idxs_perm_c[i]];
4813       }
4814       ierr = ISRestoreIndices(iscol,&idxs);CHKERRQ(ierr);
4815       ierr = ISCreateGeneral(PETSC_COMM_SELF,csize,idxs_sorted,PETSC_OWN_POINTER,&iscol_s);CHKERRQ(ierr);
4816     }
4817   } else {
4818     ierr = PetscObjectReference((PetscObject)iscol);CHKERRQ(ierr);
4819     iscol_s = iscol;
4820   }
4821 
4822   ierr = MatCreateSubMatrices(A,1,&isrow_s,&iscol_s,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
4823 
4824   if (!rsorted || !csorted) {
4825     Mat      new_mat;
4826     IS       is_perm_r,is_perm_c;
4827 
4828     if (!rsorted) {
4829       PetscInt *idxs_r,i;
4830       ierr = PetscMalloc1(rsize,&idxs_r);CHKERRQ(ierr);
4831       for (i=0;i<rsize;i++) {
4832         idxs_r[idxs_perm_r[i]] = i;
4833       }
4834       ierr = PetscFree(idxs_perm_r);CHKERRQ(ierr);
4835       ierr = ISCreateGeneral(PETSC_COMM_SELF,rsize,idxs_r,PETSC_OWN_POINTER,&is_perm_r);CHKERRQ(ierr);
4836     } else {
4837       ierr = ISCreateStride(PETSC_COMM_SELF,rsize,0,1,&is_perm_r);CHKERRQ(ierr);
4838     }
4839     ierr = ISSetPermutation(is_perm_r);CHKERRQ(ierr);
4840 
4841     if (!csorted) {
4842       if (isrow_s == iscol_s) {
4843         ierr = PetscObjectReference((PetscObject)is_perm_r);CHKERRQ(ierr);
4844         is_perm_c = is_perm_r;
4845       } else {
4846         PetscInt *idxs_c,i;
4847         if (!idxs_perm_c) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Permutation array not present");
4848         ierr = PetscMalloc1(csize,&idxs_c);CHKERRQ(ierr);
4849         for (i=0;i<csize;i++) {
4850           idxs_c[idxs_perm_c[i]] = i;
4851         }
4852         ierr = PetscFree(idxs_perm_c);CHKERRQ(ierr);
4853         ierr = ISCreateGeneral(PETSC_COMM_SELF,csize,idxs_c,PETSC_OWN_POINTER,&is_perm_c);CHKERRQ(ierr);
4854       }
4855     } else {
4856       ierr = ISCreateStride(PETSC_COMM_SELF,csize,0,1,&is_perm_c);CHKERRQ(ierr);
4857     }
4858     ierr = ISSetPermutation(is_perm_c);CHKERRQ(ierr);
4859 
4860     ierr = MatPermute(work_mat[0],is_perm_r,is_perm_c,&new_mat);CHKERRQ(ierr);
4861     ierr = MatDestroy(&work_mat[0]);CHKERRQ(ierr);
4862     work_mat[0] = new_mat;
4863     ierr = ISDestroy(&is_perm_r);CHKERRQ(ierr);
4864     ierr = ISDestroy(&is_perm_c);CHKERRQ(ierr);
4865   }
4866 
4867   ierr = PetscObjectReference((PetscObject)work_mat[0]);CHKERRQ(ierr);
4868   *B = work_mat[0];
4869   ierr = MatDestroyMatrices(1,&work_mat);CHKERRQ(ierr);
4870   ierr = ISDestroy(&isrow_s);CHKERRQ(ierr);
4871   ierr = ISDestroy(&iscol_s);CHKERRQ(ierr);
4872   PetscFunctionReturn(0);
4873 }
4874 
4875 PetscErrorCode PCBDDCComputeLocalMatrix(PC pc, Mat ChangeOfBasisMatrix)
4876 {
4877   Mat_IS*        matis = (Mat_IS*)pc->pmat->data;
4878   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
4879   Mat            new_mat,lA;
4880   IS             is_local,is_global;
4881   PetscInt       local_size;
4882   PetscBool      isseqaij;
4883   PetscErrorCode ierr;
4884 
4885   PetscFunctionBegin;
4886   ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
4887   ierr = MatGetSize(matis->A,&local_size,NULL);CHKERRQ(ierr);
4888   ierr = ISCreateStride(PetscObjectComm((PetscObject)matis->A),local_size,0,1,&is_local);CHKERRQ(ierr);
4889   ierr = ISLocalToGlobalMappingApplyIS(pc->pmat->rmap->mapping,is_local,&is_global);CHKERRQ(ierr);
4890   ierr = ISDestroy(&is_local);CHKERRQ(ierr);
4891   ierr = MatCreateSubMatrixUnsorted(ChangeOfBasisMatrix,is_global,is_global,&new_mat);CHKERRQ(ierr);
4892   ierr = ISDestroy(&is_global);CHKERRQ(ierr);
4893 
4894   /* check */
4895   if (pcbddc->dbg_flag) {
4896     Vec       x,x_change;
4897     PetscReal error;
4898 
4899     ierr = MatCreateVecs(ChangeOfBasisMatrix,&x,&x_change);CHKERRQ(ierr);
4900     ierr = VecSetRandom(x,NULL);CHKERRQ(ierr);
4901     ierr = MatMult(ChangeOfBasisMatrix,x,x_change);CHKERRQ(ierr);
4902     ierr = VecScatterBegin(matis->cctx,x,matis->x,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4903     ierr = VecScatterEnd(matis->cctx,x,matis->x,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4904     ierr = MatMult(new_mat,matis->x,matis->y);CHKERRQ(ierr);
4905     if (!pcbddc->change_interior) {
4906       const PetscScalar *x,*y,*v;
4907       PetscReal         lerror = 0.;
4908       PetscInt          i;
4909 
4910       ierr = VecGetArrayRead(matis->x,&x);CHKERRQ(ierr);
4911       ierr = VecGetArrayRead(matis->y,&y);CHKERRQ(ierr);
4912       ierr = VecGetArrayRead(matis->counter,&v);CHKERRQ(ierr);
4913       for (i=0;i<local_size;i++)
4914         if (PetscRealPart(v[i]) < 1.5 && PetscAbsScalar(x[i]-y[i]) > lerror)
4915           lerror = PetscAbsScalar(x[i]-y[i]);
4916       ierr = VecRestoreArrayRead(matis->x,&x);CHKERRQ(ierr);
4917       ierr = VecRestoreArrayRead(matis->y,&y);CHKERRQ(ierr);
4918       ierr = VecRestoreArrayRead(matis->counter,&v);CHKERRQ(ierr);
4919       ierr = MPIU_Allreduce(&lerror,&error,1,MPIU_REAL,MPI_MAX,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
4920       if (error > PETSC_SMALL) {
4921         if (!pcbddc->user_ChangeOfBasisMatrix || pcbddc->current_level) {
4922           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on I: %1.6e",error);
4923         } else {
4924           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Error global vs local change on I: %1.6e",error);
4925         }
4926       }
4927     }
4928     ierr = VecScatterBegin(matis->rctx,matis->y,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
4929     ierr = VecScatterEnd(matis->rctx,matis->y,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
4930     ierr = VecAXPY(x,-1.0,x_change);CHKERRQ(ierr);
4931     ierr = VecNorm(x,NORM_INFINITY,&error);CHKERRQ(ierr);
4932     if (error > PETSC_SMALL) {
4933       if (!pcbddc->user_ChangeOfBasisMatrix || pcbddc->current_level) {
4934         SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on N: %1.6e",error);
4935       } else {
4936         SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Error global vs local change on N: %1.6e",error);
4937       }
4938     }
4939     ierr = VecDestroy(&x);CHKERRQ(ierr);
4940     ierr = VecDestroy(&x_change);CHKERRQ(ierr);
4941   }
4942 
4943   /* lA is present if we are setting up an inner BDDC for a saddle point FETI-DP */
4944   ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject*)&lA);CHKERRQ(ierr);
4945 
4946   /* TODO: HOW TO WORK WITH BAIJ and SBAIJ and SEQDENSE? */
4947   ierr = PetscObjectTypeCompare((PetscObject)matis->A,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
4948   if (isseqaij) {
4949     ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
4950     ierr = MatPtAP(matis->A,new_mat,MAT_INITIAL_MATRIX,2.0,&pcbddc->local_mat);CHKERRQ(ierr);
4951     if (lA) {
4952       Mat work;
4953       ierr = MatPtAP(lA,new_mat,MAT_INITIAL_MATRIX,2.0,&work);CHKERRQ(ierr);
4954       ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject)work);CHKERRQ(ierr);
4955       ierr = MatDestroy(&work);CHKERRQ(ierr);
4956     }
4957   } else {
4958     Mat work_mat;
4959 
4960     ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
4961     ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
4962     ierr = MatPtAP(work_mat,new_mat,MAT_INITIAL_MATRIX,2.0,&pcbddc->local_mat);CHKERRQ(ierr);
4963     ierr = MatDestroy(&work_mat);CHKERRQ(ierr);
4964     if (lA) {
4965       Mat work;
4966       ierr = MatConvert(lA,MATSEQAIJ,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
4967       ierr = MatPtAP(work_mat,new_mat,MAT_INITIAL_MATRIX,2.0,&work);CHKERRQ(ierr);
4968       ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject)work);CHKERRQ(ierr);
4969       ierr = MatDestroy(&work);CHKERRQ(ierr);
4970     }
4971   }
4972   if (matis->A->symmetric_set) {
4973     ierr = MatSetOption(pcbddc->local_mat,MAT_SYMMETRIC,matis->A->symmetric);CHKERRQ(ierr);
4974 #if !defined(PETSC_USE_COMPLEX)
4975     ierr = MatSetOption(pcbddc->local_mat,MAT_HERMITIAN,matis->A->symmetric);CHKERRQ(ierr);
4976 #endif
4977   }
4978   ierr = MatDestroy(&new_mat);CHKERRQ(ierr);
4979   PetscFunctionReturn(0);
4980 }
4981 
4982 PetscErrorCode PCBDDCSetUpLocalScatters(PC pc)
4983 {
4984   PC_IS*          pcis = (PC_IS*)(pc->data);
4985   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
4986   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
4987   PetscInt        *idx_R_local=NULL;
4988   PetscInt        n_vertices,i,j,n_R,n_D,n_B;
4989   PetscInt        vbs,bs;
4990   PetscBT         bitmask=NULL;
4991   PetscErrorCode  ierr;
4992 
4993   PetscFunctionBegin;
4994   /*
4995     No need to setup local scatters if
4996       - primal space is unchanged
4997         AND
4998       - we actually have locally some primal dofs (could not be true in multilevel or for isolated subdomains)
4999         AND
5000       - we are not in debugging mode (this is needed since there are Synchronized prints at the end of the subroutine
5001   */
5002   if (!pcbddc->new_primal_space_local && pcbddc->local_primal_size && !pcbddc->dbg_flag) {
5003     PetscFunctionReturn(0);
5004   }
5005   /* destroy old objects */
5006   ierr = ISDestroy(&pcbddc->is_R_local);CHKERRQ(ierr);
5007   ierr = VecScatterDestroy(&pcbddc->R_to_B);CHKERRQ(ierr);
5008   ierr = VecScatterDestroy(&pcbddc->R_to_D);CHKERRQ(ierr);
5009   /* Set Non-overlapping dimensions */
5010   n_B = pcis->n_B;
5011   n_D = pcis->n - n_B;
5012   n_vertices = pcbddc->n_vertices;
5013 
5014   /* Dohrmann's notation: dofs splitted in R (Remaining: all dofs but the vertices) and V (Vertices) */
5015 
5016   /* create auxiliary bitmask and allocate workspace */
5017   if (!sub_schurs || !sub_schurs->reuse_solver) {
5018     ierr = PetscMalloc1(pcis->n-n_vertices,&idx_R_local);CHKERRQ(ierr);
5019     ierr = PetscBTCreate(pcis->n,&bitmask);CHKERRQ(ierr);
5020     for (i=0;i<n_vertices;i++) {
5021       ierr = PetscBTSet(bitmask,pcbddc->local_primal_ref_node[i]);CHKERRQ(ierr);
5022     }
5023 
5024     for (i=0, n_R=0; i<pcis->n; i++) {
5025       if (!PetscBTLookup(bitmask,i)) {
5026         idx_R_local[n_R++] = i;
5027       }
5028     }
5029   } else { /* A different ordering (already computed) is present if we are reusing the Schur solver */
5030     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5031 
5032     ierr = ISGetIndices(reuse_solver->is_R,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
5033     ierr = ISGetLocalSize(reuse_solver->is_R,&n_R);CHKERRQ(ierr);
5034   }
5035 
5036   /* Block code */
5037   vbs = 1;
5038   ierr = MatGetBlockSize(pcbddc->local_mat,&bs);CHKERRQ(ierr);
5039   if (bs>1 && !(n_vertices%bs)) {
5040     PetscBool is_blocked = PETSC_TRUE;
5041     PetscInt  *vary;
5042     if (!sub_schurs || !sub_schurs->reuse_solver) {
5043       ierr = PetscMalloc1(pcis->n/bs,&vary);CHKERRQ(ierr);
5044       ierr = PetscMemzero(vary,pcis->n/bs*sizeof(PetscInt));CHKERRQ(ierr);
5045       /* Verify that the vertex indices correspond to each element in a block (code taken from sbaij2.c) */
5046       /* 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 */
5047       for (i=0; i<n_vertices; i++) vary[pcbddc->local_primal_ref_node[i]/bs]++;
5048       for (i=0; i<pcis->n/bs; i++) {
5049         if (vary[i]!=0 && vary[i]!=bs) {
5050           is_blocked = PETSC_FALSE;
5051           break;
5052         }
5053       }
5054       ierr = PetscFree(vary);CHKERRQ(ierr);
5055     } else {
5056       /* Verify directly the R set */
5057       for (i=0; i<n_R/bs; i++) {
5058         PetscInt j,node=idx_R_local[bs*i];
5059         for (j=1; j<bs; j++) {
5060           if (node != idx_R_local[bs*i+j]-j) {
5061             is_blocked = PETSC_FALSE;
5062             break;
5063           }
5064         }
5065       }
5066     }
5067     if (is_blocked) { /* build compressed IS for R nodes (complement of vertices) */
5068       vbs = bs;
5069       for (i=0;i<n_R/vbs;i++) {
5070         idx_R_local[i] = idx_R_local[vbs*i]/vbs;
5071       }
5072     }
5073   }
5074   ierr = ISCreateBlock(PETSC_COMM_SELF,vbs,n_R/vbs,idx_R_local,PETSC_COPY_VALUES,&pcbddc->is_R_local);CHKERRQ(ierr);
5075   if (sub_schurs && sub_schurs->reuse_solver) {
5076     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5077 
5078     ierr = ISRestoreIndices(reuse_solver->is_R,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
5079     ierr = ISDestroy(&reuse_solver->is_R);CHKERRQ(ierr);
5080     ierr = PetscObjectReference((PetscObject)pcbddc->is_R_local);CHKERRQ(ierr);
5081     reuse_solver->is_R = pcbddc->is_R_local;
5082   } else {
5083     ierr = PetscFree(idx_R_local);CHKERRQ(ierr);
5084   }
5085 
5086   /* print some info if requested */
5087   if (pcbddc->dbg_flag) {
5088     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
5089     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5090     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5091     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d local dimensions\n",PetscGlobalRank);CHKERRQ(ierr);
5092     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"local_size = %D, dirichlet_size = %D, boundary_size = %D\n",pcis->n,n_D,n_B);CHKERRQ(ierr);
5093     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);
5094     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5095   }
5096 
5097   /* VecScatters pcbddc->R_to_B and (optionally) pcbddc->R_to_D */
5098   if (!sub_schurs || !sub_schurs->reuse_solver) {
5099     IS       is_aux1,is_aux2;
5100     PetscInt *aux_array1,*aux_array2,*is_indices,*idx_R_local;
5101 
5102     ierr = ISGetIndices(pcbddc->is_R_local,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
5103     ierr = PetscMalloc1(pcis->n_B-n_vertices,&aux_array1);CHKERRQ(ierr);
5104     ierr = PetscMalloc1(pcis->n_B-n_vertices,&aux_array2);CHKERRQ(ierr);
5105     ierr = ISGetIndices(pcis->is_I_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5106     for (i=0; i<n_D; i++) {
5107       ierr = PetscBTSet(bitmask,is_indices[i]);CHKERRQ(ierr);
5108     }
5109     ierr = ISRestoreIndices(pcis->is_I_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5110     for (i=0, j=0; i<n_R; i++) {
5111       if (!PetscBTLookup(bitmask,idx_R_local[i])) {
5112         aux_array1[j++] = i;
5113       }
5114     }
5115     ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array1,PETSC_OWN_POINTER,&is_aux1);CHKERRQ(ierr);
5116     ierr = ISGetIndices(pcis->is_B_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5117     for (i=0, j=0; i<n_B; i++) {
5118       if (!PetscBTLookup(bitmask,is_indices[i])) {
5119         aux_array2[j++] = i;
5120       }
5121     }
5122     ierr = ISRestoreIndices(pcis->is_B_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5123     ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array2,PETSC_OWN_POINTER,&is_aux2);CHKERRQ(ierr);
5124     ierr = VecScatterCreateWithData(pcbddc->vec1_R,is_aux1,pcis->vec1_B,is_aux2,&pcbddc->R_to_B);CHKERRQ(ierr);
5125     ierr = ISDestroy(&is_aux1);CHKERRQ(ierr);
5126     ierr = ISDestroy(&is_aux2);CHKERRQ(ierr);
5127 
5128     if (pcbddc->switch_static || pcbddc->dbg_flag) {
5129       ierr = PetscMalloc1(n_D,&aux_array1);CHKERRQ(ierr);
5130       for (i=0, j=0; i<n_R; i++) {
5131         if (PetscBTLookup(bitmask,idx_R_local[i])) {
5132           aux_array1[j++] = i;
5133         }
5134       }
5135       ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array1,PETSC_OWN_POINTER,&is_aux1);CHKERRQ(ierr);
5136       ierr = VecScatterCreateWithData(pcbddc->vec1_R,is_aux1,pcis->vec1_D,(IS)0,&pcbddc->R_to_D);CHKERRQ(ierr);
5137       ierr = ISDestroy(&is_aux1);CHKERRQ(ierr);
5138     }
5139     ierr = PetscBTDestroy(&bitmask);CHKERRQ(ierr);
5140     ierr = ISRestoreIndices(pcbddc->is_R_local,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
5141   } else {
5142     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5143     IS                 tis;
5144     PetscInt           schur_size;
5145 
5146     ierr = ISGetLocalSize(reuse_solver->is_B,&schur_size);CHKERRQ(ierr);
5147     ierr = ISCreateStride(PETSC_COMM_SELF,schur_size,n_D,1,&tis);CHKERRQ(ierr);
5148     ierr = VecScatterCreateWithData(pcbddc->vec1_R,tis,pcis->vec1_B,reuse_solver->is_B,&pcbddc->R_to_B);CHKERRQ(ierr);
5149     ierr = ISDestroy(&tis);CHKERRQ(ierr);
5150     if (pcbddc->switch_static || pcbddc->dbg_flag) {
5151       ierr = ISCreateStride(PETSC_COMM_SELF,n_D,0,1,&tis);CHKERRQ(ierr);
5152       ierr = VecScatterCreateWithData(pcbddc->vec1_R,tis,pcis->vec1_D,(IS)0,&pcbddc->R_to_D);CHKERRQ(ierr);
5153       ierr = ISDestroy(&tis);CHKERRQ(ierr);
5154     }
5155   }
5156   PetscFunctionReturn(0);
5157 }
5158 
5159 
5160 PetscErrorCode PCBDDCSetUpLocalSolvers(PC pc, PetscBool dirichlet, PetscBool neumann)
5161 {
5162   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
5163   PC_IS          *pcis = (PC_IS*)pc->data;
5164   PC             pc_temp;
5165   Mat            A_RR;
5166   MatReuse       reuse;
5167   PetscScalar    m_one = -1.0;
5168   PetscReal      value;
5169   PetscInt       n_D,n_R;
5170   PetscBool      check_corr,issbaij;
5171   PetscErrorCode ierr;
5172   /* prefixes stuff */
5173   char           dir_prefix[256],neu_prefix[256],str_level[16];
5174   size_t         len;
5175 
5176   PetscFunctionBegin;
5177   ierr = PetscLogEventBegin(PC_BDDC_LocalSolvers[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
5178   /* compute prefixes */
5179   ierr = PetscStrcpy(dir_prefix,"");CHKERRQ(ierr);
5180   ierr = PetscStrcpy(neu_prefix,"");CHKERRQ(ierr);
5181   if (!pcbddc->current_level) {
5182     ierr = PetscStrncpy(dir_prefix,((PetscObject)pc)->prefix,sizeof(dir_prefix));CHKERRQ(ierr);
5183     ierr = PetscStrncpy(neu_prefix,((PetscObject)pc)->prefix,sizeof(neu_prefix));CHKERRQ(ierr);
5184     ierr = PetscStrlcat(dir_prefix,"pc_bddc_dirichlet_",sizeof(dir_prefix));CHKERRQ(ierr);
5185     ierr = PetscStrlcat(neu_prefix,"pc_bddc_neumann_",sizeof(neu_prefix));CHKERRQ(ierr);
5186   } else {
5187     ierr = PetscSNPrintf(str_level,sizeof(str_level),"l%d_",(int)(pcbddc->current_level));CHKERRQ(ierr);
5188     ierr = PetscStrlen(((PetscObject)pc)->prefix,&len);CHKERRQ(ierr);
5189     len -= 15; /* remove "pc_bddc_coarse_" */
5190     if (pcbddc->current_level>1) len -= 3; /* remove "lX_" with X level number */
5191     if (pcbddc->current_level>10) len -= 1; /* remove another char from level number */
5192     /* Nonstandard use of PetscStrncpy() to only copy a portion of the input string */
5193     ierr = PetscStrncpy(dir_prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
5194     ierr = PetscStrncpy(neu_prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
5195     ierr = PetscStrlcat(dir_prefix,"pc_bddc_dirichlet_",sizeof(dir_prefix));CHKERRQ(ierr);
5196     ierr = PetscStrlcat(neu_prefix,"pc_bddc_neumann_",sizeof(neu_prefix));CHKERRQ(ierr);
5197     ierr = PetscStrlcat(dir_prefix,str_level,sizeof(dir_prefix));CHKERRQ(ierr);
5198     ierr = PetscStrlcat(neu_prefix,str_level,sizeof(neu_prefix));CHKERRQ(ierr);
5199   }
5200 
5201   /* DIRICHLET PROBLEM */
5202   if (dirichlet) {
5203     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5204     if (pcbddc->benign_n && !pcbddc->benign_change_explicit) {
5205       if (!sub_schurs || !sub_schurs->reuse_solver) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet implemented");
5206       if (pcbddc->dbg_flag) {
5207         Mat    A_IIn;
5208 
5209         ierr = PCBDDCBenignProject(pc,pcis->is_I_local,pcis->is_I_local,&A_IIn);CHKERRQ(ierr);
5210         ierr = MatDestroy(&pcis->A_II);CHKERRQ(ierr);
5211         pcis->A_II = A_IIn;
5212       }
5213     }
5214     if (pcbddc->local_mat->symmetric_set) {
5215       ierr = MatSetOption(pcis->A_II,MAT_SYMMETRIC,pcbddc->local_mat->symmetric_set);CHKERRQ(ierr);
5216     }
5217     /* Matrix for Dirichlet problem is pcis->A_II */
5218     n_D = pcis->n - pcis->n_B;
5219     if (!pcbddc->ksp_D) { /* create object if not yet build */
5220       void (*f)(void) = 0;
5221 
5222       ierr = KSPCreate(PETSC_COMM_SELF,&pcbddc->ksp_D);CHKERRQ(ierr);
5223       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->ksp_D,(PetscObject)pc,1);CHKERRQ(ierr);
5224       /* default */
5225       ierr = KSPSetType(pcbddc->ksp_D,KSPPREONLY);CHKERRQ(ierr);
5226       ierr = KSPSetOptionsPrefix(pcbddc->ksp_D,dir_prefix);CHKERRQ(ierr);
5227       ierr = PetscObjectTypeCompare((PetscObject)pcis->A_II,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5228       ierr = KSPGetPC(pcbddc->ksp_D,&pc_temp);CHKERRQ(ierr);
5229       if (issbaij) {
5230         ierr = PCSetType(pc_temp,PCCHOLESKY);CHKERRQ(ierr);
5231       } else {
5232         ierr = PCSetType(pc_temp,PCLU);CHKERRQ(ierr);
5233       }
5234       ierr = KSPSetErrorIfNotConverged(pcbddc->ksp_D,pc->erroriffailure);CHKERRQ(ierr);
5235       /* Allow user's customization */
5236       ierr = KSPSetFromOptions(pcbddc->ksp_D);CHKERRQ(ierr);
5237       ierr = PetscObjectQueryFunction((PetscObject)pc_temp,"PCSetCoordinates_C",&f);CHKERRQ(ierr);
5238       if (f && pcbddc->mat_graph->cloc) {
5239         PetscReal      *coords = pcbddc->mat_graph->coords,*scoords;
5240         const PetscInt *idxs;
5241         PetscInt       cdim = pcbddc->mat_graph->cdim,nl,i,d;
5242 
5243         ierr = ISGetLocalSize(pcis->is_I_local,&nl);CHKERRQ(ierr);
5244         ierr = ISGetIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
5245         ierr = PetscMalloc1(nl*cdim,&scoords);CHKERRQ(ierr);
5246         for (i=0;i<nl;i++) {
5247           for (d=0;d<cdim;d++) {
5248             scoords[i*cdim+d] = coords[idxs[i]*cdim+d];
5249           }
5250         }
5251         ierr = ISRestoreIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
5252         ierr = PCSetCoordinates(pc_temp,cdim,nl,scoords);CHKERRQ(ierr);
5253         ierr = PetscFree(scoords);CHKERRQ(ierr);
5254       }
5255     }
5256     ierr = MatSetOptionsPrefix(pcis->A_II,((PetscObject)pcbddc->ksp_D)->prefix);CHKERRQ(ierr);
5257     ierr = KSPSetOperators(pcbddc->ksp_D,pcis->A_II,pcis->A_II);CHKERRQ(ierr);
5258     if (sub_schurs && sub_schurs->reuse_solver) {
5259       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5260 
5261       ierr = KSPSetPC(pcbddc->ksp_D,reuse_solver->interior_solver);CHKERRQ(ierr);
5262     }
5263     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
5264     if (!n_D) {
5265       ierr = KSPGetPC(pcbddc->ksp_D,&pc_temp);CHKERRQ(ierr);
5266       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
5267     }
5268     /* set ksp_D into pcis data */
5269     ierr = KSPDestroy(&pcis->ksp_D);CHKERRQ(ierr);
5270     ierr = PetscObjectReference((PetscObject)pcbddc->ksp_D);CHKERRQ(ierr);
5271     pcis->ksp_D = pcbddc->ksp_D;
5272   }
5273 
5274   /* NEUMANN PROBLEM */
5275   A_RR = 0;
5276   if (neumann) {
5277     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5278     PetscInt        ibs,mbs;
5279     PetscBool       issbaij, reuse_neumann_solver;
5280     Mat_IS*         matis = (Mat_IS*)pc->pmat->data;
5281 
5282     reuse_neumann_solver = PETSC_FALSE;
5283     if (sub_schurs && sub_schurs->reuse_solver) {
5284       IS iP;
5285 
5286       reuse_neumann_solver = PETSC_TRUE;
5287       ierr = PetscObjectQuery((PetscObject)sub_schurs->A,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
5288       if (iP) reuse_neumann_solver = PETSC_FALSE;
5289     }
5290     /* Matrix for Neumann problem is A_RR -> we need to create/reuse it at this point */
5291     ierr = ISGetSize(pcbddc->is_R_local,&n_R);CHKERRQ(ierr);
5292     if (pcbddc->ksp_R) { /* already created ksp */
5293       PetscInt nn_R;
5294       ierr = KSPGetOperators(pcbddc->ksp_R,NULL,&A_RR);CHKERRQ(ierr);
5295       ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
5296       ierr = MatGetSize(A_RR,&nn_R,NULL);CHKERRQ(ierr);
5297       if (nn_R != n_R) { /* old ksp is not reusable, so reset it */
5298         ierr = KSPReset(pcbddc->ksp_R);CHKERRQ(ierr);
5299         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5300         reuse = MAT_INITIAL_MATRIX;
5301       } else { /* same sizes, but nonzero pattern depend on primal vertices so it can be changed */
5302         if (pcbddc->new_primal_space_local) { /* we are not sure the matrix will have the same nonzero pattern */
5303           ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5304           reuse = MAT_INITIAL_MATRIX;
5305         } else { /* safe to reuse the matrix */
5306           reuse = MAT_REUSE_MATRIX;
5307         }
5308       }
5309       /* last check */
5310       if (pc->flag == DIFFERENT_NONZERO_PATTERN) {
5311         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5312         reuse = MAT_INITIAL_MATRIX;
5313       }
5314     } else { /* first time, so we need to create the matrix */
5315       reuse = MAT_INITIAL_MATRIX;
5316     }
5317     /* convert pcbddc->local_mat if needed later in PCBDDCSetUpCorrection */
5318     ierr = MatGetBlockSize(pcbddc->local_mat,&mbs);CHKERRQ(ierr);
5319     ierr = ISGetBlockSize(pcbddc->is_R_local,&ibs);CHKERRQ(ierr);
5320     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->local_mat,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5321     if (ibs != mbs) { /* need to convert to SEQAIJ to extract any submatrix with is_R_local */
5322       if (matis->A == pcbddc->local_mat) {
5323         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5324         ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5325       } else {
5326         ierr = MatConvert(pcbddc->local_mat,MATSEQAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5327       }
5328     } else if (issbaij) { /* need to convert to BAIJ to get offdiagonal blocks */
5329       if (matis->A == pcbddc->local_mat) {
5330         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5331         ierr = MatConvert(matis->A,MATSEQBAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5332       } else {
5333         ierr = MatConvert(pcbddc->local_mat,MATSEQBAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5334       }
5335     }
5336     /* extract A_RR */
5337     if (reuse_neumann_solver) {
5338       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5339 
5340       if (pcbddc->dbg_flag) { /* we need A_RR to test the solver later */
5341         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5342         if (reuse_solver->benign_n) { /* we are not using the explicit change of basis on the pressures */
5343           ierr = PCBDDCBenignProject(pc,pcbddc->is_R_local,pcbddc->is_R_local,&A_RR);CHKERRQ(ierr);
5344         } else {
5345           ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&A_RR);CHKERRQ(ierr);
5346         }
5347       } else {
5348         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5349         ierr = PCGetOperators(reuse_solver->correction_solver,&A_RR,NULL);CHKERRQ(ierr);
5350         ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
5351       }
5352     } else { /* we have to build the neumann solver, so we need to extract the relevant matrix */
5353       ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,reuse,&A_RR);CHKERRQ(ierr);
5354     }
5355     if (pcbddc->local_mat->symmetric_set) {
5356       ierr = MatSetOption(A_RR,MAT_SYMMETRIC,pcbddc->local_mat->symmetric_set);CHKERRQ(ierr);
5357     }
5358     if (!pcbddc->ksp_R) { /* create object if not present */
5359       void (*f)(void) = 0;
5360 
5361       ierr = KSPCreate(PETSC_COMM_SELF,&pcbddc->ksp_R);CHKERRQ(ierr);
5362       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->ksp_R,(PetscObject)pc,1);CHKERRQ(ierr);
5363       /* default */
5364       ierr = KSPSetType(pcbddc->ksp_R,KSPPREONLY);CHKERRQ(ierr);
5365       ierr = KSPSetOptionsPrefix(pcbddc->ksp_R,neu_prefix);CHKERRQ(ierr);
5366       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5367       ierr = PetscObjectTypeCompare((PetscObject)A_RR,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5368       if (issbaij) {
5369         ierr = PCSetType(pc_temp,PCCHOLESKY);CHKERRQ(ierr);
5370       } else {
5371         ierr = PCSetType(pc_temp,PCLU);CHKERRQ(ierr);
5372       }
5373       ierr = KSPSetErrorIfNotConverged(pcbddc->ksp_R,pc->erroriffailure);CHKERRQ(ierr);
5374       /* Allow user's customization */
5375       ierr = KSPSetFromOptions(pcbddc->ksp_R);CHKERRQ(ierr);
5376       ierr = PetscObjectQueryFunction((PetscObject)pc_temp,"PCSetCoordinates_C",&f);CHKERRQ(ierr);
5377       if (f && pcbddc->mat_graph->cloc) {
5378         PetscReal      *coords = pcbddc->mat_graph->coords,*scoords;
5379         const PetscInt *idxs;
5380         PetscInt       cdim = pcbddc->mat_graph->cdim,nl,i,d;
5381 
5382         ierr = ISGetLocalSize(pcbddc->is_R_local,&nl);CHKERRQ(ierr);
5383         ierr = ISGetIndices(pcbddc->is_R_local,&idxs);CHKERRQ(ierr);
5384         ierr = PetscMalloc1(nl*cdim,&scoords);CHKERRQ(ierr);
5385         for (i=0;i<nl;i++) {
5386           for (d=0;d<cdim;d++) {
5387             scoords[i*cdim+d] = coords[idxs[i]*cdim+d];
5388           }
5389         }
5390         ierr = ISRestoreIndices(pcbddc->is_R_local,&idxs);CHKERRQ(ierr);
5391         ierr = PCSetCoordinates(pc_temp,cdim,nl,scoords);CHKERRQ(ierr);
5392         ierr = PetscFree(scoords);CHKERRQ(ierr);
5393       }
5394     }
5395     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
5396     if (!n_R) {
5397       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5398       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
5399     }
5400     ierr = MatSetOptionsPrefix(A_RR,((PetscObject)pcbddc->ksp_R)->prefix);CHKERRQ(ierr);
5401     ierr = KSPSetOperators(pcbddc->ksp_R,A_RR,A_RR);CHKERRQ(ierr);
5402     /* Reuse solver if it is present */
5403     if (reuse_neumann_solver) {
5404       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5405 
5406       ierr = KSPSetPC(pcbddc->ksp_R,reuse_solver->correction_solver);CHKERRQ(ierr);
5407     }
5408   }
5409 
5410   if (pcbddc->dbg_flag) {
5411     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5412     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5413     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
5414   }
5415 
5416   /* adapt Dirichlet and Neumann solvers if a nullspace correction has been requested */
5417   check_corr = PETSC_FALSE;
5418   if (pcbddc->NullSpace_corr[0]) {
5419     ierr = PCBDDCSetUseExactDirichlet(pc,PETSC_FALSE);CHKERRQ(ierr);
5420   }
5421   if (dirichlet && pcbddc->NullSpace_corr[0] && !pcbddc->switch_static) {
5422     check_corr = PETSC_TRUE;
5423     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_TRUE,pcbddc->NullSpace_corr[1]);CHKERRQ(ierr);
5424   }
5425   if (neumann && pcbddc->NullSpace_corr[2]) {
5426     check_corr = PETSC_TRUE;
5427     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_FALSE,pcbddc->NullSpace_corr[3]);CHKERRQ(ierr);
5428   }
5429   /* check Dirichlet and Neumann solvers */
5430   if (pcbddc->dbg_flag) {
5431     if (dirichlet) { /* Dirichlet */
5432       ierr = VecSetRandom(pcis->vec1_D,NULL);CHKERRQ(ierr);
5433       ierr = MatMult(pcis->A_II,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
5434       ierr = KSPSolve(pcbddc->ksp_D,pcis->vec2_D,pcis->vec2_D);CHKERRQ(ierr);
5435       ierr = VecAXPY(pcis->vec1_D,m_one,pcis->vec2_D);CHKERRQ(ierr);
5436       ierr = VecNorm(pcis->vec1_D,NORM_INFINITY,&value);CHKERRQ(ierr);
5437       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);
5438       if (check_corr) {
5439         ierr = PCBDDCNullSpaceCheckCorrection(pc,PETSC_TRUE);CHKERRQ(ierr);
5440       }
5441       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5442     }
5443     if (neumann) { /* Neumann */
5444       ierr = VecSetRandom(pcbddc->vec1_R,NULL);CHKERRQ(ierr);
5445       ierr = MatMult(A_RR,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
5446       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec2_R,pcbddc->vec2_R);CHKERRQ(ierr);
5447       ierr = VecAXPY(pcbddc->vec1_R,m_one,pcbddc->vec2_R);CHKERRQ(ierr);
5448       ierr = VecNorm(pcbddc->vec1_R,NORM_INFINITY,&value);CHKERRQ(ierr);
5449       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);
5450       if (check_corr) {
5451         ierr = PCBDDCNullSpaceCheckCorrection(pc,PETSC_FALSE);CHKERRQ(ierr);
5452       }
5453       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5454     }
5455   }
5456   /* free Neumann problem's matrix */
5457   ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5458   ierr = PetscLogEventEnd(PC_BDDC_LocalSolvers[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
5459   PetscFunctionReturn(0);
5460 }
5461 
5462 static PetscErrorCode  PCBDDCSolveSubstructureCorrection(PC pc, Vec inout_B, Vec inout_D, PetscBool applytranspose)
5463 {
5464   PetscErrorCode  ierr;
5465   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5466   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5467   PetscBool       reuse_solver = sub_schurs ? ( sub_schurs->reuse_solver ? PETSC_TRUE : PETSC_FALSE ) : PETSC_FALSE;
5468 
5469   PetscFunctionBegin;
5470   if (!reuse_solver) {
5471     ierr = VecSet(pcbddc->vec1_R,0.);CHKERRQ(ierr);
5472   }
5473   if (!pcbddc->switch_static) {
5474     if (applytranspose && pcbddc->local_auxmat1) {
5475       ierr = MatMultTranspose(pcbddc->local_auxmat2,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5476       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5477     }
5478     if (!reuse_solver) {
5479       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5480       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5481     } else {
5482       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5483 
5484       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5485       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5486     }
5487   } else {
5488     ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5489     ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5490     ierr = VecScatterBegin(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5491     ierr = VecScatterEnd(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5492     if (applytranspose && pcbddc->local_auxmat1) {
5493       ierr = MatMultTranspose(pcbddc->local_auxmat2,pcbddc->vec1_R,pcbddc->vec1_C);CHKERRQ(ierr);
5494       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5495       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5496       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5497     }
5498   }
5499   if (!reuse_solver || pcbddc->switch_static) {
5500     if (applytranspose) {
5501       ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5502     } else {
5503       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5504     }
5505   } else {
5506     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5507 
5508     if (applytranspose) {
5509       ierr = MatFactorSolveSchurComplementTranspose(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5510     } else {
5511       ierr = MatFactorSolveSchurComplement(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5512     }
5513   }
5514   ierr = VecSet(inout_B,0.);CHKERRQ(ierr);
5515   if (!pcbddc->switch_static) {
5516     if (!reuse_solver) {
5517       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5518       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5519     } else {
5520       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5521 
5522       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5523       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5524     }
5525     if (!applytranspose && pcbddc->local_auxmat1) {
5526       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5527       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5528     }
5529   } else {
5530     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5531     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5532     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5533     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5534     if (!applytranspose && pcbddc->local_auxmat1) {
5535       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5536       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5537     }
5538     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5539     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5540     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5541     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5542   }
5543   PetscFunctionReturn(0);
5544 }
5545 
5546 /* parameter apply transpose determines if the interface preconditioner should be applied transposed or not */
5547 PetscErrorCode  PCBDDCApplyInterfacePreconditioner(PC pc, PetscBool applytranspose)
5548 {
5549   PetscErrorCode ierr;
5550   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5551   PC_IS*            pcis = (PC_IS*)  (pc->data);
5552   const PetscScalar zero = 0.0;
5553 
5554   PetscFunctionBegin;
5555   /* Application of PSI^T or PHI^T (depending on applytranspose, see comment above) */
5556   if (!pcbddc->benign_apply_coarse_only) {
5557     if (applytranspose) {
5558       ierr = MatMultTranspose(pcbddc->coarse_phi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5559       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_phi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5560     } else {
5561       ierr = MatMultTranspose(pcbddc->coarse_psi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5562       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_psi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5563     }
5564   } else {
5565     ierr = VecSet(pcbddc->vec1_P,zero);CHKERRQ(ierr);
5566   }
5567 
5568   /* add p0 to the last value of vec1_P holding the coarse dof relative to p0 */
5569   if (pcbddc->benign_n) {
5570     PetscScalar *array;
5571     PetscInt    j;
5572 
5573     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5574     for (j=0;j<pcbddc->benign_n;j++) array[pcbddc->local_primal_size-pcbddc->benign_n+j] += pcbddc->benign_p0[j];
5575     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5576   }
5577 
5578   /* start communications from local primal nodes to rhs of coarse solver */
5579   ierr = VecSet(pcbddc->coarse_vec,zero);CHKERRQ(ierr);
5580   ierr = PCBDDCScatterCoarseDataBegin(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5581   ierr = PCBDDCScatterCoarseDataEnd(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5582 
5583   /* Coarse solution -> rhs and sol updated inside PCBDDCScattarCoarseDataBegin/End */
5584   if (pcbddc->coarse_ksp) {
5585     Mat          coarse_mat;
5586     Vec          rhs,sol;
5587     MatNullSpace nullsp;
5588     PetscBool    isbddc = PETSC_FALSE;
5589 
5590     if (pcbddc->benign_have_null) {
5591       PC        coarse_pc;
5592 
5593       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5594       ierr = PetscObjectTypeCompare((PetscObject)coarse_pc,PCBDDC,&isbddc);CHKERRQ(ierr);
5595       /* we need to propagate to coarser levels the need for a possible benign correction */
5596       if (isbddc && pcbddc->benign_apply_coarse_only && !pcbddc->benign_skip_correction) {
5597         PC_BDDC* coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5598         coarsepcbddc->benign_skip_correction = PETSC_FALSE;
5599         coarsepcbddc->benign_apply_coarse_only = PETSC_TRUE;
5600       }
5601     }
5602     ierr = KSPGetRhs(pcbddc->coarse_ksp,&rhs);CHKERRQ(ierr);
5603     ierr = KSPGetSolution(pcbddc->coarse_ksp,&sol);CHKERRQ(ierr);
5604     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
5605     if (applytranspose) {
5606       if (pcbddc->benign_apply_coarse_only) SETERRQ(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),PETSC_ERR_SUP,"Not yet implemented");
5607       ierr = KSPSolveTranspose(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5608       ierr = MatGetTransposeNullSpace(coarse_mat,&nullsp);CHKERRQ(ierr);
5609       if (nullsp) {
5610         ierr = MatNullSpaceRemove(nullsp,sol);CHKERRQ(ierr);
5611       }
5612     } else {
5613       ierr = MatGetNullSpace(coarse_mat,&nullsp);CHKERRQ(ierr);
5614       if (pcbddc->benign_apply_coarse_only && isbddc) { /* need just to apply the coarse preconditioner during presolve */
5615         PC        coarse_pc;
5616 
5617         if (nullsp) {
5618           ierr = MatNullSpaceRemove(nullsp,rhs);CHKERRQ(ierr);
5619         }
5620         ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5621         ierr = PCPreSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5622         ierr = PCBDDCBenignRemoveInterior(coarse_pc,rhs,sol);CHKERRQ(ierr);
5623         ierr = PCPostSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5624       } else {
5625         ierr = KSPSolve(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5626         if (nullsp) {
5627           ierr = MatNullSpaceRemove(nullsp,sol);CHKERRQ(ierr);
5628         }
5629       }
5630     }
5631     /* we don't need the benign correction at coarser levels anymore */
5632     if (pcbddc->benign_have_null && isbddc) {
5633       PC        coarse_pc;
5634       PC_BDDC*  coarsepcbddc;
5635 
5636       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5637       coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5638       coarsepcbddc->benign_skip_correction = PETSC_TRUE;
5639       coarsepcbddc->benign_apply_coarse_only = PETSC_FALSE;
5640     }
5641   }
5642 
5643   /* Local solution on R nodes */
5644   if (pcis->n && !pcbddc->benign_apply_coarse_only) {
5645     ierr = PCBDDCSolveSubstructureCorrection(pc,pcis->vec1_B,pcis->vec1_D,applytranspose);CHKERRQ(ierr);
5646   }
5647   /* communications from coarse sol to local primal nodes */
5648   ierr = PCBDDCScatterCoarseDataBegin(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5649   ierr = PCBDDCScatterCoarseDataEnd(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5650 
5651   /* Sum contributions from the two levels */
5652   if (!pcbddc->benign_apply_coarse_only) {
5653     if (applytranspose) {
5654       ierr = MatMultAdd(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5655       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_psi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5656     } else {
5657       ierr = MatMultAdd(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5658       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_phi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5659     }
5660     /* store p0 */
5661     if (pcbddc->benign_n) {
5662       PetscScalar *array;
5663       PetscInt    j;
5664 
5665       ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5666       for (j=0;j<pcbddc->benign_n;j++) pcbddc->benign_p0[j] = array[pcbddc->local_primal_size-pcbddc->benign_n+j];
5667       ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5668     }
5669   } else { /* expand the coarse solution */
5670     if (applytranspose) {
5671       ierr = MatMult(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5672     } else {
5673       ierr = MatMult(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5674     }
5675   }
5676   PetscFunctionReturn(0);
5677 }
5678 
5679 PetscErrorCode PCBDDCScatterCoarseDataBegin(PC pc,InsertMode imode, ScatterMode smode)
5680 {
5681   PetscErrorCode ierr;
5682   PC_BDDC*       pcbddc = (PC_BDDC*)(pc->data);
5683   PetscScalar    *array;
5684   Vec            from,to;
5685 
5686   PetscFunctionBegin;
5687   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
5688     from = pcbddc->coarse_vec;
5689     to = pcbddc->vec1_P;
5690     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
5691       Vec tvec;
5692 
5693       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5694       ierr = VecResetArray(tvec);CHKERRQ(ierr);
5695       ierr = KSPGetSolution(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5696       ierr = VecGetArray(tvec,&array);CHKERRQ(ierr);
5697       ierr = VecPlaceArray(from,array);CHKERRQ(ierr);
5698       ierr = VecRestoreArray(tvec,&array);CHKERRQ(ierr);
5699     }
5700   } else { /* from local to global -> put data in coarse right hand side */
5701     from = pcbddc->vec1_P;
5702     to = pcbddc->coarse_vec;
5703   }
5704   ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
5705   PetscFunctionReturn(0);
5706 }
5707 
5708 PetscErrorCode PCBDDCScatterCoarseDataEnd(PC pc, InsertMode imode, ScatterMode smode)
5709 {
5710   PetscErrorCode ierr;
5711   PC_BDDC*       pcbddc = (PC_BDDC*)(pc->data);
5712   PetscScalar    *array;
5713   Vec            from,to;
5714 
5715   PetscFunctionBegin;
5716   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
5717     from = pcbddc->coarse_vec;
5718     to = pcbddc->vec1_P;
5719   } else { /* from local to global -> put data in coarse right hand side */
5720     from = pcbddc->vec1_P;
5721     to = pcbddc->coarse_vec;
5722   }
5723   ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
5724   if (smode == SCATTER_FORWARD) {
5725     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
5726       Vec tvec;
5727 
5728       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5729       ierr = VecGetArray(to,&array);CHKERRQ(ierr);
5730       ierr = VecPlaceArray(tvec,array);CHKERRQ(ierr);
5731       ierr = VecRestoreArray(to,&array);CHKERRQ(ierr);
5732     }
5733   } else {
5734     if (pcbddc->coarse_ksp) { /* restore array of pcbddc->coarse_vec */
5735      ierr = VecResetArray(from);CHKERRQ(ierr);
5736     }
5737   }
5738   PetscFunctionReturn(0);
5739 }
5740 
5741 /* uncomment for testing purposes */
5742 /* #define PETSC_MISSING_LAPACK_GESVD 1 */
5743 PetscErrorCode PCBDDCConstraintsSetUp(PC pc)
5744 {
5745   PetscErrorCode    ierr;
5746   PC_IS*            pcis = (PC_IS*)(pc->data);
5747   PC_BDDC*          pcbddc = (PC_BDDC*)pc->data;
5748   Mat_IS*           matis = (Mat_IS*)pc->pmat->data;
5749   /* one and zero */
5750   PetscScalar       one=1.0,zero=0.0;
5751   /* space to store constraints and their local indices */
5752   PetscScalar       *constraints_data;
5753   PetscInt          *constraints_idxs,*constraints_idxs_B;
5754   PetscInt          *constraints_idxs_ptr,*constraints_data_ptr;
5755   PetscInt          *constraints_n;
5756   /* iterators */
5757   PetscInt          i,j,k,total_counts,total_counts_cc,cum;
5758   /* BLAS integers */
5759   PetscBLASInt      lwork,lierr;
5760   PetscBLASInt      Blas_N,Blas_M,Blas_K,Blas_one=1;
5761   PetscBLASInt      Blas_LDA,Blas_LDB,Blas_LDC;
5762   /* reuse */
5763   PetscInt          olocal_primal_size,olocal_primal_size_cc;
5764   PetscInt          *olocal_primal_ref_node,*olocal_primal_ref_mult;
5765   /* change of basis */
5766   PetscBool         qr_needed;
5767   PetscBT           change_basis,qr_needed_idx;
5768   /* auxiliary stuff */
5769   PetscInt          *nnz,*is_indices;
5770   PetscInt          ncc;
5771   /* some quantities */
5772   PetscInt          n_vertices,total_primal_vertices,valid_constraints;
5773   PetscInt          size_of_constraint,max_size_of_constraint=0,max_constraints,temp_constraints;
5774   PetscReal         tol; /* tolerance for retaining eigenmodes */
5775 
5776   PetscFunctionBegin;
5777   tol  = PetscSqrtReal(PETSC_SMALL);
5778   /* Destroy Mat objects computed previously */
5779   ierr = MatDestroy(&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
5780   ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
5781   ierr = MatDestroy(&pcbddc->switch_static_change);CHKERRQ(ierr);
5782   /* save info on constraints from previous setup (if any) */
5783   olocal_primal_size = pcbddc->local_primal_size;
5784   olocal_primal_size_cc = pcbddc->local_primal_size_cc;
5785   ierr = PetscMalloc2(olocal_primal_size_cc,&olocal_primal_ref_node,olocal_primal_size_cc,&olocal_primal_ref_mult);CHKERRQ(ierr);
5786   ierr = PetscMemcpy(olocal_primal_ref_node,pcbddc->local_primal_ref_node,olocal_primal_size_cc*sizeof(PetscInt));CHKERRQ(ierr);
5787   ierr = PetscMemcpy(olocal_primal_ref_mult,pcbddc->local_primal_ref_mult,olocal_primal_size_cc*sizeof(PetscInt));CHKERRQ(ierr);
5788   ierr = PetscFree2(pcbddc->local_primal_ref_node,pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
5789   ierr = PetscFree(pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5790 
5791   if (!pcbddc->adaptive_selection) {
5792     IS           ISForVertices,*ISForFaces,*ISForEdges;
5793     MatNullSpace nearnullsp;
5794     const Vec    *nearnullvecs;
5795     Vec          *localnearnullsp;
5796     PetscScalar  *array;
5797     PetscInt     n_ISForFaces,n_ISForEdges,nnsp_size;
5798     PetscBool    nnsp_has_cnst;
5799     /* LAPACK working arrays for SVD or POD */
5800     PetscBool    skip_lapack,boolforchange;
5801     PetscScalar  *work;
5802     PetscReal    *singular_vals;
5803 #if defined(PETSC_USE_COMPLEX)
5804     PetscReal    *rwork;
5805 #endif
5806 #if defined(PETSC_MISSING_LAPACK_GESVD)
5807     PetscScalar  *temp_basis,*correlation_mat;
5808 #else
5809     PetscBLASInt dummy_int=1;
5810     PetscScalar  dummy_scalar=1.;
5811 #endif
5812 
5813     /* Get index sets for faces, edges and vertices from graph */
5814     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,&n_ISForFaces,&ISForFaces,&n_ISForEdges,&ISForEdges,&ISForVertices);CHKERRQ(ierr);
5815     /* print some info */
5816     if (pcbddc->dbg_flag && (!pcbddc->sub_schurs || pcbddc->sub_schurs_rebuild)) {
5817       PetscInt nv;
5818 
5819       ierr = PCBDDCGraphASCIIView(pcbddc->mat_graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
5820       ierr = ISGetSize(ISForVertices,&nv);CHKERRQ(ierr);
5821       ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5822       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
5823       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%D)\n",PetscGlobalRank,nv,pcbddc->use_vertices);CHKERRQ(ierr);
5824       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%D)\n",PetscGlobalRank,n_ISForEdges,pcbddc->use_edges);CHKERRQ(ierr);
5825       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%D)\n",PetscGlobalRank,n_ISForFaces,pcbddc->use_faces);CHKERRQ(ierr);
5826       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5827       ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5828     }
5829 
5830     /* free unneeded index sets */
5831     if (!pcbddc->use_vertices) {
5832       ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
5833     }
5834     if (!pcbddc->use_edges) {
5835       for (i=0;i<n_ISForEdges;i++) {
5836         ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
5837       }
5838       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
5839       n_ISForEdges = 0;
5840     }
5841     if (!pcbddc->use_faces) {
5842       for (i=0;i<n_ISForFaces;i++) {
5843         ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
5844       }
5845       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
5846       n_ISForFaces = 0;
5847     }
5848 
5849     /* check if near null space is attached to global mat */
5850     ierr = MatGetNearNullSpace(pc->pmat,&nearnullsp);CHKERRQ(ierr);
5851     if (nearnullsp) {
5852       ierr = MatNullSpaceGetVecs(nearnullsp,&nnsp_has_cnst,&nnsp_size,&nearnullvecs);CHKERRQ(ierr);
5853       /* remove any stored info */
5854       ierr = MatNullSpaceDestroy(&pcbddc->onearnullspace);CHKERRQ(ierr);
5855       ierr = PetscFree(pcbddc->onearnullvecs_state);CHKERRQ(ierr);
5856       /* store information for BDDC solver reuse */
5857       ierr = PetscObjectReference((PetscObject)nearnullsp);CHKERRQ(ierr);
5858       pcbddc->onearnullspace = nearnullsp;
5859       ierr = PetscMalloc1(nnsp_size,&pcbddc->onearnullvecs_state);CHKERRQ(ierr);
5860       for (i=0;i<nnsp_size;i++) {
5861         ierr = PetscObjectStateGet((PetscObject)nearnullvecs[i],&pcbddc->onearnullvecs_state[i]);CHKERRQ(ierr);
5862       }
5863     } else { /* if near null space is not provided BDDC uses constants by default */
5864       nnsp_size = 0;
5865       nnsp_has_cnst = PETSC_TRUE;
5866     }
5867     /* get max number of constraints on a single cc */
5868     max_constraints = nnsp_size;
5869     if (nnsp_has_cnst) max_constraints++;
5870 
5871     /*
5872          Evaluate maximum storage size needed by the procedure
5873          - Indices for connected component i stored at "constraints_idxs + constraints_idxs_ptr[i]"
5874          - Values for constraints on connected component i stored at "constraints_data + constraints_data_ptr[i]"
5875          There can be multiple constraints per connected component
5876                                                                                                                                                            */
5877     n_vertices = 0;
5878     if (ISForVertices) {
5879       ierr = ISGetSize(ISForVertices,&n_vertices);CHKERRQ(ierr);
5880     }
5881     ncc = n_vertices+n_ISForFaces+n_ISForEdges;
5882     ierr = PetscMalloc3(ncc+1,&constraints_idxs_ptr,ncc+1,&constraints_data_ptr,ncc,&constraints_n);CHKERRQ(ierr);
5883 
5884     total_counts = n_ISForFaces+n_ISForEdges;
5885     total_counts *= max_constraints;
5886     total_counts += n_vertices;
5887     ierr = PetscBTCreate(total_counts,&change_basis);CHKERRQ(ierr);
5888 
5889     total_counts = 0;
5890     max_size_of_constraint = 0;
5891     for (i=0;i<n_ISForEdges+n_ISForFaces;i++) {
5892       IS used_is;
5893       if (i<n_ISForEdges) {
5894         used_is = ISForEdges[i];
5895       } else {
5896         used_is = ISForFaces[i-n_ISForEdges];
5897       }
5898       ierr = ISGetSize(used_is,&j);CHKERRQ(ierr);
5899       total_counts += j;
5900       max_size_of_constraint = PetscMax(j,max_size_of_constraint);
5901     }
5902     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);
5903 
5904     /* get local part of global near null space vectors */
5905     ierr = PetscMalloc1(nnsp_size,&localnearnullsp);CHKERRQ(ierr);
5906     for (k=0;k<nnsp_size;k++) {
5907       ierr = VecDuplicate(pcis->vec1_N,&localnearnullsp[k]);CHKERRQ(ierr);
5908       ierr = VecScatterBegin(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5909       ierr = VecScatterEnd(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5910     }
5911 
5912     /* whether or not to skip lapack calls */
5913     skip_lapack = PETSC_TRUE;
5914     if (n_ISForFaces+n_ISForEdges && max_constraints > 1 && !pcbddc->use_nnsp_true) skip_lapack = PETSC_FALSE;
5915 
5916     /* First we issue queries to allocate optimal workspace for LAPACKgesvd (or LAPACKsyev if SVD is missing) */
5917     if (!skip_lapack) {
5918       PetscScalar temp_work;
5919 
5920 #if defined(PETSC_MISSING_LAPACK_GESVD)
5921       /* Proper Orthogonal Decomposition (POD) using the snapshot method */
5922       ierr = PetscMalloc1(max_constraints*max_constraints,&correlation_mat);CHKERRQ(ierr);
5923       ierr = PetscMalloc1(max_constraints,&singular_vals);CHKERRQ(ierr);
5924       ierr = PetscMalloc1(max_size_of_constraint*max_constraints,&temp_basis);CHKERRQ(ierr);
5925 #if defined(PETSC_USE_COMPLEX)
5926       ierr = PetscMalloc1(3*max_constraints,&rwork);CHKERRQ(ierr);
5927 #endif
5928       /* now we evaluate the optimal workspace using query with lwork=-1 */
5929       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
5930       ierr = PetscBLASIntCast(max_constraints,&Blas_LDA);CHKERRQ(ierr);
5931       lwork = -1;
5932       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5933 #if !defined(PETSC_USE_COMPLEX)
5934       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,&lierr));
5935 #else
5936       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,rwork,&lierr));
5937 #endif
5938       ierr = PetscFPTrapPop();CHKERRQ(ierr);
5939       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYEV Lapack routine %d",(int)lierr);
5940 #else /* on missing GESVD */
5941       /* SVD */
5942       PetscInt max_n,min_n;
5943       max_n = max_size_of_constraint;
5944       min_n = max_constraints;
5945       if (max_size_of_constraint < max_constraints) {
5946         min_n = max_size_of_constraint;
5947         max_n = max_constraints;
5948       }
5949       ierr = PetscMalloc1(min_n,&singular_vals);CHKERRQ(ierr);
5950 #if defined(PETSC_USE_COMPLEX)
5951       ierr = PetscMalloc1(5*min_n,&rwork);CHKERRQ(ierr);
5952 #endif
5953       /* now we evaluate the optimal workspace using query with lwork=-1 */
5954       lwork = -1;
5955       ierr = PetscBLASIntCast(max_n,&Blas_M);CHKERRQ(ierr);
5956       ierr = PetscBLASIntCast(min_n,&Blas_N);CHKERRQ(ierr);
5957       ierr = PetscBLASIntCast(max_n,&Blas_LDA);CHKERRQ(ierr);
5958       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5959 #if !defined(PETSC_USE_COMPLEX)
5960       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));
5961 #else
5962       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));
5963 #endif
5964       ierr = PetscFPTrapPop();CHKERRQ(ierr);
5965       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GESVD Lapack routine %d",(int)lierr);
5966 #endif /* on missing GESVD */
5967       /* Allocate optimal workspace */
5968       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(temp_work),&lwork);CHKERRQ(ierr);
5969       ierr = PetscMalloc1(lwork,&work);CHKERRQ(ierr);
5970     }
5971     /* Now we can loop on constraining sets */
5972     total_counts = 0;
5973     constraints_idxs_ptr[0] = 0;
5974     constraints_data_ptr[0] = 0;
5975     /* vertices */
5976     if (n_vertices) {
5977       ierr = ISGetIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5978       ierr = PetscMemcpy(constraints_idxs,is_indices,n_vertices*sizeof(PetscInt));CHKERRQ(ierr);
5979       for (i=0;i<n_vertices;i++) {
5980         constraints_n[total_counts] = 1;
5981         constraints_data[total_counts] = 1.0;
5982         constraints_idxs_ptr[total_counts+1] = constraints_idxs_ptr[total_counts]+1;
5983         constraints_data_ptr[total_counts+1] = constraints_data_ptr[total_counts]+1;
5984         total_counts++;
5985       }
5986       ierr = ISRestoreIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5987       n_vertices = total_counts;
5988     }
5989 
5990     /* edges and faces */
5991     total_counts_cc = total_counts;
5992     for (ncc=0;ncc<n_ISForEdges+n_ISForFaces;ncc++) {
5993       IS        used_is;
5994       PetscBool idxs_copied = PETSC_FALSE;
5995 
5996       if (ncc<n_ISForEdges) {
5997         used_is = ISForEdges[ncc];
5998         boolforchange = pcbddc->use_change_of_basis; /* change or not the basis on the edge */
5999       } else {
6000         used_is = ISForFaces[ncc-n_ISForEdges];
6001         boolforchange = (PetscBool)(pcbddc->use_change_of_basis && pcbddc->use_change_on_faces); /* change or not the basis on the face */
6002       }
6003       temp_constraints = 0;          /* zero the number of constraints I have on this conn comp */
6004 
6005       ierr = ISGetSize(used_is,&size_of_constraint);CHKERRQ(ierr);
6006       ierr = ISGetIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6007       /* change of basis should not be performed on local periodic nodes */
6008       if (pcbddc->mat_graph->mirrors && pcbddc->mat_graph->mirrors[is_indices[0]]) boolforchange = PETSC_FALSE;
6009       if (nnsp_has_cnst) {
6010         PetscScalar quad_value;
6011 
6012         ierr = PetscMemcpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint*sizeof(PetscInt));CHKERRQ(ierr);
6013         idxs_copied = PETSC_TRUE;
6014 
6015         if (!pcbddc->use_nnsp_true) {
6016           quad_value = (PetscScalar)(1.0/PetscSqrtReal((PetscReal)size_of_constraint));
6017         } else {
6018           quad_value = 1.0;
6019         }
6020         for (j=0;j<size_of_constraint;j++) {
6021           constraints_data[constraints_data_ptr[total_counts_cc]+j] = quad_value;
6022         }
6023         temp_constraints++;
6024         total_counts++;
6025       }
6026       for (k=0;k<nnsp_size;k++) {
6027         PetscReal real_value;
6028         PetscScalar *ptr_to_data;
6029 
6030         ierr = VecGetArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
6031         ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]+temp_constraints*size_of_constraint];
6032         for (j=0;j<size_of_constraint;j++) {
6033           ptr_to_data[j] = array[is_indices[j]];
6034         }
6035         ierr = VecRestoreArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
6036         /* check if array is null on the connected component */
6037         ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6038         PetscStackCallBLAS("BLASasum",real_value = BLASasum_(&Blas_N,ptr_to_data,&Blas_one));
6039         if (real_value > tol*size_of_constraint) { /* keep indices and values */
6040           temp_constraints++;
6041           total_counts++;
6042           if (!idxs_copied) {
6043             ierr = PetscMemcpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint*sizeof(PetscInt));CHKERRQ(ierr);
6044             idxs_copied = PETSC_TRUE;
6045           }
6046         }
6047       }
6048       ierr = ISRestoreIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6049       valid_constraints = temp_constraints;
6050       if (!pcbddc->use_nnsp_true && temp_constraints) {
6051         if (temp_constraints == 1) { /* just normalize the constraint */
6052           PetscScalar norm,*ptr_to_data;
6053 
6054           ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
6055           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6056           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,ptr_to_data,&Blas_one,ptr_to_data,&Blas_one));
6057           norm = 1.0/PetscSqrtReal(PetscRealPart(norm));
6058           PetscStackCallBLAS("BLASscal",BLASscal_(&Blas_N,&norm,ptr_to_data,&Blas_one));
6059         } else { /* perform SVD */
6060           PetscScalar *ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
6061 
6062 #if defined(PETSC_MISSING_LAPACK_GESVD)
6063           /* SVD: Y = U*S*V^H                -> U (eigenvectors of Y*Y^H) = Y*V*(S)^\dag
6064              POD: Y^H*Y = V*D*V^H, D = S^H*S -> U = Y*V*D^(-1/2)
6065              -> When PETSC_USE_COMPLEX and PETSC_MISSING_LAPACK_GESVD are defined
6066                 the constraints basis will differ (by a complex factor with absolute value equal to 1)
6067                 from that computed using LAPACKgesvd
6068              -> This is due to a different computation of eigenvectors in LAPACKheev
6069              -> The quality of the POD-computed basis will be the same */
6070           ierr = PetscMemzero(correlation_mat,temp_constraints*temp_constraints*sizeof(PetscScalar));CHKERRQ(ierr);
6071           /* Store upper triangular part of correlation matrix */
6072           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6073           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6074           for (j=0;j<temp_constraints;j++) {
6075             for (k=0;k<j+1;k++) {
6076               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));
6077             }
6078           }
6079           /* compute eigenvalues and eigenvectors of correlation matrix */
6080           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
6081           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDA);CHKERRQ(ierr);
6082 #if !defined(PETSC_USE_COMPLEX)
6083           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,&lierr));
6084 #else
6085           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,rwork,&lierr));
6086 #endif
6087           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6088           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYEV Lapack routine %d",(int)lierr);
6089           /* retain eigenvalues greater than tol: note that LAPACKsyev gives eigs in ascending order */
6090           j = 0;
6091           while (j < temp_constraints && singular_vals[j]/singular_vals[temp_constraints-1] < tol) j++;
6092           total_counts = total_counts-j;
6093           valid_constraints = temp_constraints-j;
6094           /* scale and copy POD basis into used quadrature memory */
6095           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6096           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
6097           ierr = PetscBLASIntCast(temp_constraints,&Blas_K);CHKERRQ(ierr);
6098           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6099           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDB);CHKERRQ(ierr);
6100           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
6101           if (j<temp_constraints) {
6102             PetscInt ii;
6103             for (k=j;k<temp_constraints;k++) singular_vals[k] = 1.0/PetscSqrtReal(singular_vals[k]);
6104             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6105             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));
6106             ierr = PetscFPTrapPop();CHKERRQ(ierr);
6107             for (k=0;k<temp_constraints-j;k++) {
6108               for (ii=0;ii<size_of_constraint;ii++) {
6109                 ptr_to_data[k*size_of_constraint+ii] = singular_vals[temp_constraints-1-k]*temp_basis[(temp_constraints-1-k)*size_of_constraint+ii];
6110               }
6111             }
6112           }
6113 #else  /* on missing GESVD */
6114           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6115           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
6116           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6117           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6118 #if !defined(PETSC_USE_COMPLEX)
6119           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));
6120 #else
6121           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));
6122 #endif
6123           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GESVD Lapack routine %d",(int)lierr);
6124           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6125           /* retain eigenvalues greater than tol: note that LAPACKgesvd gives eigs in descending order */
6126           k = temp_constraints;
6127           if (k > size_of_constraint) k = size_of_constraint;
6128           j = 0;
6129           while (j < k && singular_vals[k-j-1]/singular_vals[0] < tol) j++;
6130           valid_constraints = k-j;
6131           total_counts = total_counts-temp_constraints+valid_constraints;
6132 #endif /* on missing GESVD */
6133         }
6134       }
6135       /* update pointers information */
6136       if (valid_constraints) {
6137         constraints_n[total_counts_cc] = valid_constraints;
6138         constraints_idxs_ptr[total_counts_cc+1] = constraints_idxs_ptr[total_counts_cc]+size_of_constraint;
6139         constraints_data_ptr[total_counts_cc+1] = constraints_data_ptr[total_counts_cc]+size_of_constraint*valid_constraints;
6140         /* set change_of_basis flag */
6141         if (boolforchange) {
6142           PetscBTSet(change_basis,total_counts_cc);
6143         }
6144         total_counts_cc++;
6145       }
6146     }
6147     /* free workspace */
6148     if (!skip_lapack) {
6149       ierr = PetscFree(work);CHKERRQ(ierr);
6150 #if defined(PETSC_USE_COMPLEX)
6151       ierr = PetscFree(rwork);CHKERRQ(ierr);
6152 #endif
6153       ierr = PetscFree(singular_vals);CHKERRQ(ierr);
6154 #if defined(PETSC_MISSING_LAPACK_GESVD)
6155       ierr = PetscFree(correlation_mat);CHKERRQ(ierr);
6156       ierr = PetscFree(temp_basis);CHKERRQ(ierr);
6157 #endif
6158     }
6159     for (k=0;k<nnsp_size;k++) {
6160       ierr = VecDestroy(&localnearnullsp[k]);CHKERRQ(ierr);
6161     }
6162     ierr = PetscFree(localnearnullsp);CHKERRQ(ierr);
6163     /* free index sets of faces, edges and vertices */
6164     for (i=0;i<n_ISForFaces;i++) {
6165       ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
6166     }
6167     if (n_ISForFaces) {
6168       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
6169     }
6170     for (i=0;i<n_ISForEdges;i++) {
6171       ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
6172     }
6173     if (n_ISForEdges) {
6174       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
6175     }
6176     ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
6177   } else {
6178     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
6179 
6180     total_counts = 0;
6181     n_vertices = 0;
6182     if (sub_schurs->is_vertices && pcbddc->use_vertices) {
6183       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
6184     }
6185     max_constraints = 0;
6186     total_counts_cc = 0;
6187     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
6188       total_counts += pcbddc->adaptive_constraints_n[i];
6189       if (pcbddc->adaptive_constraints_n[i]) total_counts_cc++;
6190       max_constraints = PetscMax(max_constraints,pcbddc->adaptive_constraints_n[i]);
6191     }
6192     constraints_idxs_ptr = pcbddc->adaptive_constraints_idxs_ptr;
6193     constraints_data_ptr = pcbddc->adaptive_constraints_data_ptr;
6194     constraints_idxs = pcbddc->adaptive_constraints_idxs;
6195     constraints_data = pcbddc->adaptive_constraints_data;
6196     /* constraints_n differs from pcbddc->adaptive_constraints_n */
6197     ierr = PetscMalloc1(total_counts_cc,&constraints_n);CHKERRQ(ierr);
6198     total_counts_cc = 0;
6199     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
6200       if (pcbddc->adaptive_constraints_n[i]) {
6201         constraints_n[total_counts_cc++] = pcbddc->adaptive_constraints_n[i];
6202       }
6203     }
6204 
6205     max_size_of_constraint = 0;
6206     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]);
6207     ierr = PetscMalloc1(constraints_idxs_ptr[total_counts_cc],&constraints_idxs_B);CHKERRQ(ierr);
6208     /* Change of basis */
6209     ierr = PetscBTCreate(total_counts_cc,&change_basis);CHKERRQ(ierr);
6210     if (pcbddc->use_change_of_basis) {
6211       for (i=0;i<sub_schurs->n_subs;i++) {
6212         if (PetscBTLookup(sub_schurs->is_edge,i) || pcbddc->use_change_on_faces) {
6213           ierr = PetscBTSet(change_basis,i+n_vertices);CHKERRQ(ierr);
6214         }
6215       }
6216     }
6217   }
6218   pcbddc->local_primal_size = total_counts;
6219   ierr = PetscMalloc1(pcbddc->local_primal_size+pcbddc->benign_n,&pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
6220 
6221   /* map constraints_idxs in boundary numbering */
6222   ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,constraints_idxs_ptr[total_counts_cc],constraints_idxs,&i,constraints_idxs_B);CHKERRQ(ierr);
6223   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);
6224 
6225   /* Create constraint matrix */
6226   ierr = MatCreate(PETSC_COMM_SELF,&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
6227   ierr = MatSetType(pcbddc->ConstraintMatrix,MATAIJ);CHKERRQ(ierr);
6228   ierr = MatSetSizes(pcbddc->ConstraintMatrix,pcbddc->local_primal_size,pcis->n,pcbddc->local_primal_size,pcis->n);CHKERRQ(ierr);
6229 
6230   /* find primal_dofs: subdomain corners plus dofs selected as primal after change of basis */
6231   /* determine if a QR strategy is needed for change of basis */
6232   qr_needed = pcbddc->use_qr_single;
6233   ierr = PetscBTCreate(total_counts_cc,&qr_needed_idx);CHKERRQ(ierr);
6234   total_primal_vertices=0;
6235   pcbddc->local_primal_size_cc = 0;
6236   for (i=0;i<total_counts_cc;i++) {
6237     size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
6238     if (size_of_constraint == 1 && pcbddc->mat_graph->custom_minimal_size) {
6239       pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]];
6240       pcbddc->local_primal_size_cc += 1;
6241     } else if (PetscBTLookup(change_basis,i)) {
6242       for (k=0;k<constraints_n[i];k++) {
6243         pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]+k];
6244       }
6245       pcbddc->local_primal_size_cc += constraints_n[i];
6246       if (constraints_n[i] > 1 || pcbddc->use_qr_single) {
6247         PetscBTSet(qr_needed_idx,i);
6248         qr_needed = PETSC_TRUE;
6249       }
6250     } else {
6251       pcbddc->local_primal_size_cc += 1;
6252     }
6253   }
6254   /* note that the local variable n_vertices used below stores the number of pointwise constraints */
6255   pcbddc->n_vertices = total_primal_vertices;
6256   /* permute indices in order to have a sorted set of vertices */
6257   ierr = PetscSortInt(total_primal_vertices,pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
6258   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);
6259   ierr = PetscMemcpy(pcbddc->local_primal_ref_node,pcbddc->primal_indices_local_idxs,total_primal_vertices*sizeof(PetscInt));CHKERRQ(ierr);
6260   for (i=0;i<total_primal_vertices;i++) pcbddc->local_primal_ref_mult[i] = 1;
6261 
6262   /* nonzero structure of constraint matrix */
6263   /* and get reference dof for local constraints */
6264   ierr = PetscMalloc1(pcbddc->local_primal_size,&nnz);CHKERRQ(ierr);
6265   for (i=0;i<total_primal_vertices;i++) nnz[i] = 1;
6266 
6267   j = total_primal_vertices;
6268   total_counts = total_primal_vertices;
6269   cum = total_primal_vertices;
6270   for (i=n_vertices;i<total_counts_cc;i++) {
6271     if (!PetscBTLookup(change_basis,i)) {
6272       pcbddc->local_primal_ref_node[cum] = constraints_idxs[constraints_idxs_ptr[i]];
6273       pcbddc->local_primal_ref_mult[cum] = constraints_n[i];
6274       cum++;
6275       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
6276       for (k=0;k<constraints_n[i];k++) {
6277         pcbddc->primal_indices_local_idxs[total_counts++] = constraints_idxs[constraints_idxs_ptr[i]+k];
6278         nnz[j+k] = size_of_constraint;
6279       }
6280       j += constraints_n[i];
6281     }
6282   }
6283   ierr = MatSeqAIJSetPreallocation(pcbddc->ConstraintMatrix,0,nnz);CHKERRQ(ierr);
6284   ierr = MatSetOption(pcbddc->ConstraintMatrix,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_TRUE);CHKERRQ(ierr);
6285   ierr = PetscFree(nnz);CHKERRQ(ierr);
6286 
6287   /* set values in constraint matrix */
6288   for (i=0;i<total_primal_vertices;i++) {
6289     ierr = MatSetValue(pcbddc->ConstraintMatrix,i,pcbddc->local_primal_ref_node[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
6290   }
6291   total_counts = total_primal_vertices;
6292   for (i=n_vertices;i<total_counts_cc;i++) {
6293     if (!PetscBTLookup(change_basis,i)) {
6294       PetscInt *cols;
6295 
6296       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
6297       cols = constraints_idxs+constraints_idxs_ptr[i];
6298       for (k=0;k<constraints_n[i];k++) {
6299         PetscInt    row = total_counts+k;
6300         PetscScalar *vals;
6301 
6302         vals = constraints_data+constraints_data_ptr[i]+k*size_of_constraint;
6303         ierr = MatSetValues(pcbddc->ConstraintMatrix,1,&row,size_of_constraint,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
6304       }
6305       total_counts += constraints_n[i];
6306     }
6307   }
6308   /* assembling */
6309   ierr = MatAssemblyBegin(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6310   ierr = MatAssemblyEnd(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6311   ierr = MatViewFromOptions(pcbddc->ConstraintMatrix,NULL,"-pc_bddc_constraint_mat_view");CHKERRQ(ierr);
6312 
6313   /* Create matrix for change of basis. We don't need it in case pcbddc->use_change_of_basis is FALSE */
6314   if (pcbddc->use_change_of_basis) {
6315     /* dual and primal dofs on a single cc */
6316     PetscInt     dual_dofs,primal_dofs;
6317     /* working stuff for GEQRF */
6318     PetscScalar  *qr_basis = NULL,*qr_tau = NULL,*qr_work = NULL,lqr_work_t;
6319     PetscBLASInt lqr_work;
6320     /* working stuff for UNGQR */
6321     PetscScalar  *gqr_work = NULL,lgqr_work_t;
6322     PetscBLASInt lgqr_work;
6323     /* working stuff for TRTRS */
6324     PetscScalar  *trs_rhs = NULL;
6325     PetscBLASInt Blas_NRHS;
6326     /* pointers for values insertion into change of basis matrix */
6327     PetscInt     *start_rows,*start_cols;
6328     PetscScalar  *start_vals;
6329     /* working stuff for values insertion */
6330     PetscBT      is_primal;
6331     PetscInt     *aux_primal_numbering_B;
6332     /* matrix sizes */
6333     PetscInt     global_size,local_size;
6334     /* temporary change of basis */
6335     Mat          localChangeOfBasisMatrix;
6336     /* extra space for debugging */
6337     PetscScalar  *dbg_work = NULL;
6338 
6339     /* local temporary change of basis acts on local interfaces -> dimension is n_B x n_B */
6340     ierr = MatCreate(PETSC_COMM_SELF,&localChangeOfBasisMatrix);CHKERRQ(ierr);
6341     ierr = MatSetType(localChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6342     ierr = MatSetSizes(localChangeOfBasisMatrix,pcis->n,pcis->n,pcis->n,pcis->n);CHKERRQ(ierr);
6343     /* nonzeros for local mat */
6344     ierr = PetscMalloc1(pcis->n,&nnz);CHKERRQ(ierr);
6345     if (!pcbddc->benign_change || pcbddc->fake_change) {
6346       for (i=0;i<pcis->n;i++) nnz[i]=1;
6347     } else {
6348       const PetscInt *ii;
6349       PetscInt       n;
6350       PetscBool      flg_row;
6351       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6352       for (i=0;i<n;i++) nnz[i] = ii[i+1]-ii[i];
6353       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6354     }
6355     for (i=n_vertices;i<total_counts_cc;i++) {
6356       if (PetscBTLookup(change_basis,i)) {
6357         size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
6358         if (PetscBTLookup(qr_needed_idx,i)) {
6359           for (j=0;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = size_of_constraint;
6360         } else {
6361           nnz[constraints_idxs[constraints_idxs_ptr[i]]] = size_of_constraint;
6362           for (j=1;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = 2;
6363         }
6364       }
6365     }
6366     ierr = MatSeqAIJSetPreallocation(localChangeOfBasisMatrix,0,nnz);CHKERRQ(ierr);
6367     ierr = MatSetOption(localChangeOfBasisMatrix,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_TRUE);CHKERRQ(ierr);
6368     ierr = PetscFree(nnz);CHKERRQ(ierr);
6369     /* Set interior change in the matrix */
6370     if (!pcbddc->benign_change || pcbddc->fake_change) {
6371       for (i=0;i<pcis->n;i++) {
6372         ierr = MatSetValue(localChangeOfBasisMatrix,i,i,1.0,INSERT_VALUES);CHKERRQ(ierr);
6373       }
6374     } else {
6375       const PetscInt *ii,*jj;
6376       PetscScalar    *aa;
6377       PetscInt       n;
6378       PetscBool      flg_row;
6379       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6380       ierr = MatSeqAIJGetArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6381       for (i=0;i<n;i++) {
6382         ierr = MatSetValues(localChangeOfBasisMatrix,1,&i,ii[i+1]-ii[i],jj+ii[i],aa+ii[i],INSERT_VALUES);CHKERRQ(ierr);
6383       }
6384       ierr = MatSeqAIJRestoreArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6385       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6386     }
6387 
6388     if (pcbddc->dbg_flag) {
6389       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
6390       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Checking change of basis computation for subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
6391     }
6392 
6393 
6394     /* Now we loop on the constraints which need a change of basis */
6395     /*
6396        Change of basis matrix is evaluated similarly to the FIRST APPROACH in
6397        Klawonn and Widlund, Dual-primal FETI-DP methods for linear elasticity, (see Sect 6.2.1)
6398 
6399        Basic blocks of change of basis matrix T computed by
6400 
6401           - Using the following block transformation if there is only a primal dof on the cc (and -pc_bddc_use_qr_single is not specified)
6402 
6403             | 1        0   ...        0         s_1/S |
6404             | 0        1   ...        0         s_2/S |
6405             |              ...                        |
6406             | 0        ...            1     s_{n-1}/S |
6407             | -s_1/s_n ...    -s_{n-1}/s_n      s_n/S |
6408 
6409             with S = \sum_{i=1}^n s_i^2
6410             NOTE: in the above example, the primal dof is the last one of the edge in LOCAL ordering
6411                   in the current implementation, the primal dof is the first one of the edge in GLOBAL ordering
6412 
6413           - QR decomposition of constraints otherwise
6414     */
6415     if (qr_needed && max_size_of_constraint) {
6416       /* space to store Q */
6417       ierr = PetscMalloc1(max_size_of_constraint*max_size_of_constraint,&qr_basis);CHKERRQ(ierr);
6418       /* array to store scaling factors for reflectors */
6419       ierr = PetscMalloc1(max_constraints,&qr_tau);CHKERRQ(ierr);
6420       /* first we issue queries for optimal work */
6421       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6422       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
6423       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6424       lqr_work = -1;
6425       PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,&lqr_work_t,&lqr_work,&lierr));
6426       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GEQRF Lapack routine %d",(int)lierr);
6427       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lqr_work_t),&lqr_work);CHKERRQ(ierr);
6428       ierr = PetscMalloc1((PetscInt)PetscRealPart(lqr_work_t),&qr_work);CHKERRQ(ierr);
6429       lgqr_work = -1;
6430       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6431       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_N);CHKERRQ(ierr);
6432       ierr = PetscBLASIntCast(max_constraints,&Blas_K);CHKERRQ(ierr);
6433       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6434       if (Blas_K>Blas_M) Blas_K=Blas_M; /* adjust just for computing optimal work */
6435       PetscStackCallBLAS("LAPACKorgqr",LAPACKorgqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,&lgqr_work_t,&lgqr_work,&lierr));
6436       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to ORGQR/UNGQR Lapack routine %d",(int)lierr);
6437       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lgqr_work_t),&lgqr_work);CHKERRQ(ierr);
6438       ierr = PetscMalloc1((PetscInt)PetscRealPart(lgqr_work_t),&gqr_work);CHKERRQ(ierr);
6439       /* array to store rhs and solution of triangular solver */
6440       ierr = PetscMalloc1(max_constraints*max_constraints,&trs_rhs);CHKERRQ(ierr);
6441       /* allocating workspace for check */
6442       if (pcbddc->dbg_flag) {
6443         ierr = PetscMalloc1(max_size_of_constraint*(max_constraints+max_size_of_constraint),&dbg_work);CHKERRQ(ierr);
6444       }
6445     }
6446     /* array to store whether a node is primal or not */
6447     ierr = PetscBTCreate(pcis->n_B,&is_primal);CHKERRQ(ierr);
6448     ierr = PetscMalloc1(total_primal_vertices,&aux_primal_numbering_B);CHKERRQ(ierr);
6449     ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,total_primal_vertices,pcbddc->local_primal_ref_node,&i,aux_primal_numbering_B);CHKERRQ(ierr);
6450     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);
6451     for (i=0;i<total_primal_vertices;i++) {
6452       ierr = PetscBTSet(is_primal,aux_primal_numbering_B[i]);CHKERRQ(ierr);
6453     }
6454     ierr = PetscFree(aux_primal_numbering_B);CHKERRQ(ierr);
6455 
6456     /* loop on constraints and see whether or not they need a change of basis and compute it */
6457     for (total_counts=n_vertices;total_counts<total_counts_cc;total_counts++) {
6458       size_of_constraint = constraints_idxs_ptr[total_counts+1]-constraints_idxs_ptr[total_counts];
6459       if (PetscBTLookup(change_basis,total_counts)) {
6460         /* get constraint info */
6461         primal_dofs = constraints_n[total_counts];
6462         dual_dofs = size_of_constraint-primal_dofs;
6463 
6464         if (pcbddc->dbg_flag) {
6465           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);
6466         }
6467 
6468         if (PetscBTLookup(qr_needed_idx,total_counts)) { /* QR */
6469 
6470           /* copy quadrature constraints for change of basis check */
6471           if (pcbddc->dbg_flag) {
6472             ierr = PetscMemcpy(dbg_work,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6473           }
6474           /* copy temporary constraints into larger work vector (in order to store all columns of Q) */
6475           ierr = PetscMemcpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6476 
6477           /* compute QR decomposition of constraints */
6478           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6479           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6480           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6481           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6482           PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,qr_work,&lqr_work,&lierr));
6483           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GEQRF Lapack routine %d",(int)lierr);
6484           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6485 
6486           /* explictly compute R^-T */
6487           ierr = PetscMemzero(trs_rhs,primal_dofs*primal_dofs*sizeof(*trs_rhs));CHKERRQ(ierr);
6488           for (j=0;j<primal_dofs;j++) trs_rhs[j*(primal_dofs+1)] = 1.0;
6489           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6490           ierr = PetscBLASIntCast(primal_dofs,&Blas_NRHS);CHKERRQ(ierr);
6491           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6492           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6493           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6494           PetscStackCallBLAS("LAPACKtrtrs",LAPACKtrtrs_("U","T","N",&Blas_N,&Blas_NRHS,qr_basis,&Blas_LDA,trs_rhs,&Blas_LDB,&lierr));
6495           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in TRTRS Lapack routine %d",(int)lierr);
6496           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6497 
6498           /* explicitly compute all columns of Q (Q = [Q1 | Q2] ) overwriting QR factorization in qr_basis */
6499           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6500           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6501           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6502           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6503           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6504           PetscStackCallBLAS("LAPACKorgqr",LAPACKorgqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,gqr_work,&lgqr_work,&lierr));
6505           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in ORGQR/UNGQR Lapack routine %d",(int)lierr);
6506           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6507 
6508           /* first primal_dofs columns of Q need to be re-scaled in order to be unitary w.r.t constraints
6509              i.e. C_{pxn}*Q_{nxn} should be equal to [I_pxp | 0_pxd] (see check below)
6510              where n=size_of_constraint, p=primal_dofs, d=dual_dofs (n=p+d), I and 0 identity and null matrix resp. */
6511           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6512           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6513           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6514           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6515           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6516           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
6517           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6518           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));
6519           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6520           ierr = PetscMemcpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6521 
6522           /* insert values in change of basis matrix respecting global ordering of new primal dofs */
6523           start_rows = &constraints_idxs[constraints_idxs_ptr[total_counts]];
6524           /* insert cols for primal dofs */
6525           for (j=0;j<primal_dofs;j++) {
6526             start_vals = &qr_basis[j*size_of_constraint];
6527             start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6528             ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6529           }
6530           /* insert cols for dual dofs */
6531           for (j=0,k=0;j<dual_dofs;k++) {
6532             if (!PetscBTLookup(is_primal,constraints_idxs_B[constraints_idxs_ptr[total_counts]+k])) {
6533               start_vals = &qr_basis[(primal_dofs+j)*size_of_constraint];
6534               start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6535               ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6536               j++;
6537             }
6538           }
6539 
6540           /* check change of basis */
6541           if (pcbddc->dbg_flag) {
6542             PetscInt   ii,jj;
6543             PetscBool valid_qr=PETSC_TRUE;
6544             ierr = PetscBLASIntCast(primal_dofs,&Blas_M);CHKERRQ(ierr);
6545             ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6546             ierr = PetscBLASIntCast(size_of_constraint,&Blas_K);CHKERRQ(ierr);
6547             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6548             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDB);CHKERRQ(ierr);
6549             ierr = PetscBLASIntCast(primal_dofs,&Blas_LDC);CHKERRQ(ierr);
6550             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6551             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));
6552             ierr = PetscFPTrapPop();CHKERRQ(ierr);
6553             for (jj=0;jj<size_of_constraint;jj++) {
6554               for (ii=0;ii<primal_dofs;ii++) {
6555                 if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) valid_qr = PETSC_FALSE;
6556                 if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-(PetscReal)1) > 1.e-12) valid_qr = PETSC_FALSE;
6557               }
6558             }
6559             if (!valid_qr) {
6560               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> wrong change of basis!\n");CHKERRQ(ierr);
6561               for (jj=0;jj<size_of_constraint;jj++) {
6562                 for (ii=0;ii<primal_dofs;ii++) {
6563                   if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) {
6564                     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);
6565                   }
6566                   if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-(PetscReal)1) > 1.e-12) {
6567                     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);
6568                   }
6569                 }
6570               }
6571             } else {
6572               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> right change of basis!\n");CHKERRQ(ierr);
6573             }
6574           }
6575         } else { /* simple transformation block */
6576           PetscInt    row,col;
6577           PetscScalar val,norm;
6578 
6579           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6580           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,constraints_data+constraints_data_ptr[total_counts],&Blas_one,constraints_data+constraints_data_ptr[total_counts],&Blas_one));
6581           for (j=0;j<size_of_constraint;j++) {
6582             PetscInt row_B = constraints_idxs_B[constraints_idxs_ptr[total_counts]+j];
6583             row = constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6584             if (!PetscBTLookup(is_primal,row_B)) {
6585               col = constraints_idxs[constraints_idxs_ptr[total_counts]];
6586               ierr = MatSetValue(localChangeOfBasisMatrix,row,row,1.0,INSERT_VALUES);CHKERRQ(ierr);
6587               ierr = MatSetValue(localChangeOfBasisMatrix,row,col,constraints_data[constraints_data_ptr[total_counts]+j]/norm,INSERT_VALUES);CHKERRQ(ierr);
6588             } else {
6589               for (k=0;k<size_of_constraint;k++) {
6590                 col = constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6591                 if (row != col) {
6592                   val = -constraints_data[constraints_data_ptr[total_counts]+k]/constraints_data[constraints_data_ptr[total_counts]];
6593                 } else {
6594                   val = constraints_data[constraints_data_ptr[total_counts]]/norm;
6595                 }
6596                 ierr = MatSetValue(localChangeOfBasisMatrix,row,col,val,INSERT_VALUES);CHKERRQ(ierr);
6597               }
6598             }
6599           }
6600           if (pcbddc->dbg_flag) {
6601             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> using standard change of basis\n");CHKERRQ(ierr);
6602           }
6603         }
6604       } else {
6605         if (pcbddc->dbg_flag) {
6606           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Constraint %D does not need a change of basis (size %D)\n",total_counts,size_of_constraint);CHKERRQ(ierr);
6607         }
6608       }
6609     }
6610 
6611     /* free workspace */
6612     if (qr_needed) {
6613       if (pcbddc->dbg_flag) {
6614         ierr = PetscFree(dbg_work);CHKERRQ(ierr);
6615       }
6616       ierr = PetscFree(trs_rhs);CHKERRQ(ierr);
6617       ierr = PetscFree(qr_tau);CHKERRQ(ierr);
6618       ierr = PetscFree(qr_work);CHKERRQ(ierr);
6619       ierr = PetscFree(gqr_work);CHKERRQ(ierr);
6620       ierr = PetscFree(qr_basis);CHKERRQ(ierr);
6621     }
6622     ierr = PetscBTDestroy(&is_primal);CHKERRQ(ierr);
6623     ierr = MatAssemblyBegin(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6624     ierr = MatAssemblyEnd(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6625 
6626     /* assembling of global change of variable */
6627     if (!pcbddc->fake_change) {
6628       Mat      tmat;
6629       PetscInt bs;
6630 
6631       ierr = VecGetSize(pcis->vec1_global,&global_size);CHKERRQ(ierr);
6632       ierr = VecGetLocalSize(pcis->vec1_global,&local_size);CHKERRQ(ierr);
6633       ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&tmat);CHKERRQ(ierr);
6634       ierr = MatISSetLocalMat(tmat,localChangeOfBasisMatrix);CHKERRQ(ierr);
6635       ierr = MatAssemblyBegin(tmat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6636       ierr = MatAssemblyEnd(tmat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6637       ierr = MatCreate(PetscObjectComm((PetscObject)pc),&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6638       ierr = MatSetType(pcbddc->ChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6639       ierr = MatGetBlockSize(pc->pmat,&bs);CHKERRQ(ierr);
6640       ierr = MatSetBlockSize(pcbddc->ChangeOfBasisMatrix,bs);CHKERRQ(ierr);
6641       ierr = MatSetSizes(pcbddc->ChangeOfBasisMatrix,local_size,local_size,global_size,global_size);CHKERRQ(ierr);
6642       ierr = MatISSetMPIXAIJPreallocation_Private(tmat,pcbddc->ChangeOfBasisMatrix,PETSC_TRUE);CHKERRQ(ierr);
6643       ierr = MatConvert(tmat,MATAIJ,MAT_REUSE_MATRIX,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6644       ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6645       ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
6646       ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
6647       ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6648       ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6649       ierr = VecReciprocal(pcis->vec1_global);CHKERRQ(ierr);
6650       ierr = MatDiagonalScale(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,NULL);CHKERRQ(ierr);
6651 
6652       /* check */
6653       if (pcbddc->dbg_flag) {
6654         PetscReal error;
6655         Vec       x,x_change;
6656 
6657         ierr = VecDuplicate(pcis->vec1_global,&x);CHKERRQ(ierr);
6658         ierr = VecDuplicate(pcis->vec1_global,&x_change);CHKERRQ(ierr);
6659         ierr = VecSetRandom(x,NULL);CHKERRQ(ierr);
6660         ierr = VecCopy(x,pcis->vec1_global);CHKERRQ(ierr);
6661         ierr = VecScatterBegin(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6662         ierr = VecScatterEnd(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6663         ierr = MatMult(localChangeOfBasisMatrix,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
6664         ierr = VecScatterBegin(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6665         ierr = VecScatterEnd(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6666         ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,x_change);CHKERRQ(ierr);
6667         ierr = VecAXPY(x,-1.0,x_change);CHKERRQ(ierr);
6668         ierr = VecNorm(x,NORM_INFINITY,&error);CHKERRQ(ierr);
6669         if (error > PETSC_SMALL) {
6670           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on N: %1.6e",error);
6671         }
6672         ierr = VecDestroy(&x);CHKERRQ(ierr);
6673         ierr = VecDestroy(&x_change);CHKERRQ(ierr);
6674       }
6675       /* adapt sub_schurs computed (if any) */
6676       if (pcbddc->use_deluxe_scaling) {
6677         PCBDDCSubSchurs sub_schurs=pcbddc->sub_schurs;
6678 
6679         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");
6680         if (sub_schurs && sub_schurs->S_Ej_all) {
6681           Mat                    S_new,tmat;
6682           IS                     is_all_N,is_V_Sall = NULL;
6683 
6684           ierr = ISLocalToGlobalMappingApplyIS(pcis->BtoNmap,sub_schurs->is_Ej_all,&is_all_N);CHKERRQ(ierr);
6685           ierr = MatCreateSubMatrix(localChangeOfBasisMatrix,is_all_N,is_all_N,MAT_INITIAL_MATRIX,&tmat);CHKERRQ(ierr);
6686           if (pcbddc->deluxe_zerorows) {
6687             ISLocalToGlobalMapping NtoSall;
6688             IS                     is_V;
6689             ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddc->n_vertices,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&is_V);CHKERRQ(ierr);
6690             ierr = ISLocalToGlobalMappingCreateIS(is_all_N,&NtoSall);CHKERRQ(ierr);
6691             ierr = ISGlobalToLocalMappingApplyIS(NtoSall,IS_GTOLM_DROP,is_V,&is_V_Sall);CHKERRQ(ierr);
6692             ierr = ISLocalToGlobalMappingDestroy(&NtoSall);CHKERRQ(ierr);
6693             ierr = ISDestroy(&is_V);CHKERRQ(ierr);
6694           }
6695           ierr = ISDestroy(&is_all_N);CHKERRQ(ierr);
6696           ierr = MatPtAP(sub_schurs->S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
6697           ierr = MatDestroy(&sub_schurs->S_Ej_all);CHKERRQ(ierr);
6698           ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
6699           if (pcbddc->deluxe_zerorows) {
6700             const PetscScalar *array;
6701             const PetscInt    *idxs_V,*idxs_all;
6702             PetscInt          i,n_V;
6703 
6704             ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
6705             ierr = ISGetLocalSize(is_V_Sall,&n_V);CHKERRQ(ierr);
6706             ierr = ISGetIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
6707             ierr = ISGetIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
6708             ierr = VecGetArrayRead(pcis->D,&array);CHKERRQ(ierr);
6709             for (i=0;i<n_V;i++) {
6710               PetscScalar val;
6711               PetscInt    idx;
6712 
6713               idx = idxs_V[i];
6714               val = array[idxs_all[idxs_V[i]]];
6715               ierr = MatSetValue(S_new,idx,idx,val,INSERT_VALUES);CHKERRQ(ierr);
6716             }
6717             ierr = MatAssemblyBegin(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6718             ierr = MatAssemblyEnd(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6719             ierr = VecRestoreArrayRead(pcis->D,&array);CHKERRQ(ierr);
6720             ierr = ISRestoreIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
6721             ierr = ISRestoreIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
6722           }
6723           sub_schurs->S_Ej_all = S_new;
6724           ierr = MatDestroy(&S_new);CHKERRQ(ierr);
6725           if (sub_schurs->sum_S_Ej_all) {
6726             ierr = MatPtAP(sub_schurs->sum_S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
6727             ierr = MatDestroy(&sub_schurs->sum_S_Ej_all);CHKERRQ(ierr);
6728             ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
6729             if (pcbddc->deluxe_zerorows) {
6730               ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
6731             }
6732             sub_schurs->sum_S_Ej_all = S_new;
6733             ierr = MatDestroy(&S_new);CHKERRQ(ierr);
6734           }
6735           ierr = ISDestroy(&is_V_Sall);CHKERRQ(ierr);
6736           ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6737         }
6738         /* destroy any change of basis context in sub_schurs */
6739         if (sub_schurs && sub_schurs->change) {
6740           PetscInt i;
6741 
6742           for (i=0;i<sub_schurs->n_subs;i++) {
6743             ierr = KSPDestroy(&sub_schurs->change[i]);CHKERRQ(ierr);
6744           }
6745           ierr = PetscFree(sub_schurs->change);CHKERRQ(ierr);
6746         }
6747       }
6748       if (pcbddc->switch_static) { /* need to save the local change */
6749         pcbddc->switch_static_change = localChangeOfBasisMatrix;
6750       } else {
6751         ierr = MatDestroy(&localChangeOfBasisMatrix);CHKERRQ(ierr);
6752       }
6753       /* determine if any process has changed the pressures locally */
6754       pcbddc->change_interior = pcbddc->benign_have_null;
6755     } else { /* fake change (get back change of basis into ConstraintMatrix and info on qr) */
6756       ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
6757       pcbddc->ConstraintMatrix = localChangeOfBasisMatrix;
6758       pcbddc->use_qr_single = qr_needed;
6759     }
6760   } else if (pcbddc->user_ChangeOfBasisMatrix || pcbddc->benign_saddle_point) {
6761     if (!pcbddc->benign_have_null && pcbddc->user_ChangeOfBasisMatrix) {
6762       ierr = PetscObjectReference((PetscObject)pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
6763       pcbddc->ChangeOfBasisMatrix = pcbddc->user_ChangeOfBasisMatrix;
6764     } else {
6765       Mat benign_global = NULL;
6766       if (pcbddc->benign_have_null) {
6767         Mat M;
6768 
6769         pcbddc->change_interior = PETSC_TRUE;
6770         ierr = VecCopy(matis->counter,pcis->vec1_N);CHKERRQ(ierr);
6771         ierr = VecReciprocal(pcis->vec1_N);CHKERRQ(ierr);
6772         ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&benign_global);CHKERRQ(ierr);
6773         if (pcbddc->benign_change) {
6774           ierr = MatDuplicate(pcbddc->benign_change,MAT_COPY_VALUES,&M);CHKERRQ(ierr);
6775           ierr = MatDiagonalScale(M,pcis->vec1_N,NULL);CHKERRQ(ierr);
6776         } else {
6777           ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,pcis->n,pcis->n,1,NULL,&M);CHKERRQ(ierr);
6778           ierr = MatDiagonalSet(M,pcis->vec1_N,INSERT_VALUES);CHKERRQ(ierr);
6779         }
6780         ierr = MatISSetLocalMat(benign_global,M);CHKERRQ(ierr);
6781         ierr = MatDestroy(&M);CHKERRQ(ierr);
6782         ierr = MatAssemblyBegin(benign_global,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6783         ierr = MatAssemblyEnd(benign_global,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6784       }
6785       if (pcbddc->user_ChangeOfBasisMatrix) {
6786         ierr = MatMatMult(pcbddc->user_ChangeOfBasisMatrix,benign_global,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6787         ierr = MatDestroy(&benign_global);CHKERRQ(ierr);
6788       } else if (pcbddc->benign_have_null) {
6789         pcbddc->ChangeOfBasisMatrix = benign_global;
6790       }
6791     }
6792     if (pcbddc->switch_static && pcbddc->ChangeOfBasisMatrix) { /* need to save the local change */
6793       IS             is_global;
6794       const PetscInt *gidxs;
6795 
6796       ierr = ISLocalToGlobalMappingGetIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
6797       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcis->n,gidxs,PETSC_COPY_VALUES,&is_global);CHKERRQ(ierr);
6798       ierr = ISLocalToGlobalMappingRestoreIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
6799       ierr = MatCreateSubMatrixUnsorted(pcbddc->ChangeOfBasisMatrix,is_global,is_global,&pcbddc->switch_static_change);CHKERRQ(ierr);
6800       ierr = ISDestroy(&is_global);CHKERRQ(ierr);
6801     }
6802   }
6803   if (!pcbddc->fake_change && pcbddc->ChangeOfBasisMatrix && !pcbddc->work_change) {
6804     ierr = VecDuplicate(pcis->vec1_global,&pcbddc->work_change);CHKERRQ(ierr);
6805   }
6806 
6807   if (!pcbddc->fake_change) {
6808     /* add pressure dofs to set of primal nodes for numbering purposes */
6809     for (i=0;i<pcbddc->benign_n;i++) {
6810       pcbddc->local_primal_ref_node[pcbddc->local_primal_size_cc] = pcbddc->benign_p0_lidx[i];
6811       pcbddc->primal_indices_local_idxs[pcbddc->local_primal_size] = pcbddc->benign_p0_lidx[i];
6812       pcbddc->local_primal_ref_mult[pcbddc->local_primal_size_cc] = 1;
6813       pcbddc->local_primal_size_cc++;
6814       pcbddc->local_primal_size++;
6815     }
6816 
6817     /* check if a new primal space has been introduced (also take into account benign trick) */
6818     pcbddc->new_primal_space_local = PETSC_TRUE;
6819     if (olocal_primal_size == pcbddc->local_primal_size) {
6820       ierr = PetscMemcmp(pcbddc->local_primal_ref_node,olocal_primal_ref_node,olocal_primal_size_cc*sizeof(PetscInt),&pcbddc->new_primal_space_local);CHKERRQ(ierr);
6821       pcbddc->new_primal_space_local = (PetscBool)(!pcbddc->new_primal_space_local);
6822       if (!pcbddc->new_primal_space_local) {
6823         ierr = PetscMemcmp(pcbddc->local_primal_ref_mult,olocal_primal_ref_mult,olocal_primal_size_cc*sizeof(PetscInt),&pcbddc->new_primal_space_local);CHKERRQ(ierr);
6824         pcbddc->new_primal_space_local = (PetscBool)(!pcbddc->new_primal_space_local);
6825       }
6826     }
6827     /* new_primal_space will be used for numbering of coarse dofs, so it should be the same across all subdomains */
6828     ierr = MPIU_Allreduce(&pcbddc->new_primal_space_local,&pcbddc->new_primal_space,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
6829   }
6830   ierr = PetscFree2(olocal_primal_ref_node,olocal_primal_ref_mult);CHKERRQ(ierr);
6831 
6832   /* flush dbg viewer */
6833   if (pcbddc->dbg_flag) {
6834     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
6835   }
6836 
6837   /* free workspace */
6838   ierr = PetscBTDestroy(&qr_needed_idx);CHKERRQ(ierr);
6839   ierr = PetscBTDestroy(&change_basis);CHKERRQ(ierr);
6840   if (!pcbddc->adaptive_selection) {
6841     ierr = PetscFree3(constraints_idxs_ptr,constraints_data_ptr,constraints_n);CHKERRQ(ierr);
6842     ierr = PetscFree3(constraints_data,constraints_idxs,constraints_idxs_B);CHKERRQ(ierr);
6843   } else {
6844     ierr = PetscFree5(pcbddc->adaptive_constraints_n,
6845                       pcbddc->adaptive_constraints_idxs_ptr,
6846                       pcbddc->adaptive_constraints_data_ptr,
6847                       pcbddc->adaptive_constraints_idxs,
6848                       pcbddc->adaptive_constraints_data);CHKERRQ(ierr);
6849     ierr = PetscFree(constraints_n);CHKERRQ(ierr);
6850     ierr = PetscFree(constraints_idxs_B);CHKERRQ(ierr);
6851   }
6852   PetscFunctionReturn(0);
6853 }
6854 /* #undef PETSC_MISSING_LAPACK_GESVD */
6855 
6856 PetscErrorCode PCBDDCAnalyzeInterface(PC pc)
6857 {
6858   ISLocalToGlobalMapping map;
6859   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
6860   Mat_IS                 *matis  = (Mat_IS*)pc->pmat->data;
6861   PetscInt               i,N;
6862   PetscBool              rcsr = PETSC_FALSE;
6863   PetscErrorCode         ierr;
6864 
6865   PetscFunctionBegin;
6866   if (pcbddc->recompute_topography) {
6867     pcbddc->graphanalyzed = PETSC_FALSE;
6868     /* Reset previously computed graph */
6869     ierr = PCBDDCGraphReset(pcbddc->mat_graph);CHKERRQ(ierr);
6870     /* Init local Graph struct */
6871     ierr = MatGetSize(pc->pmat,&N,NULL);CHKERRQ(ierr);
6872     ierr = MatGetLocalToGlobalMapping(pc->pmat,&map,NULL);CHKERRQ(ierr);
6873     ierr = PCBDDCGraphInit(pcbddc->mat_graph,map,N,pcbddc->graphmaxcount);CHKERRQ(ierr);
6874 
6875     if (pcbddc->user_primal_vertices_local && !pcbddc->user_primal_vertices) {
6876       ierr = PCBDDCConsistencyCheckIS(pc,MPI_LOR,&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
6877     }
6878     /* Check validity of the csr graph passed in by the user */
6879     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);
6880 
6881     /* Set default CSR adjacency of local dofs if not provided by the user with PCBDDCSetLocalAdjacencyGraph */
6882     if (!pcbddc->mat_graph->xadj && pcbddc->use_local_adj) {
6883       PetscInt  *xadj,*adjncy;
6884       PetscInt  nvtxs;
6885       PetscBool flg_row=PETSC_FALSE;
6886 
6887       ierr = MatGetRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
6888       if (flg_row) {
6889         ierr = PCBDDCSetLocalAdjacencyGraph(pc,nvtxs,xadj,adjncy,PETSC_COPY_VALUES);CHKERRQ(ierr);
6890         pcbddc->computed_rowadj = PETSC_TRUE;
6891       }
6892       ierr = MatRestoreRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
6893       rcsr = PETSC_TRUE;
6894     }
6895     if (pcbddc->dbg_flag) {
6896       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
6897     }
6898 
6899     if (pcbddc->mat_graph->cdim && !pcbddc->mat_graph->cloc) {
6900       PetscReal    *lcoords;
6901       PetscInt     n;
6902       MPI_Datatype dimrealtype;
6903 
6904       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);
6905       ierr = MatGetLocalSize(matis->A,&n,NULL);CHKERRQ(ierr);
6906       ierr = MatISSetUpSF(pc->pmat);CHKERRQ(ierr);
6907       ierr = PetscMalloc1(pcbddc->mat_graph->cdim*n,&lcoords);CHKERRQ(ierr);
6908       ierr = MPI_Type_contiguous(pcbddc->mat_graph->cdim,MPIU_REAL,&dimrealtype);CHKERRQ(ierr);
6909       ierr = MPI_Type_commit(&dimrealtype);CHKERRQ(ierr);
6910       ierr = PetscSFBcastBegin(matis->sf,dimrealtype,pcbddc->mat_graph->coords,lcoords);CHKERRQ(ierr);
6911       ierr = PetscSFBcastEnd(matis->sf,dimrealtype,pcbddc->mat_graph->coords,lcoords);CHKERRQ(ierr);
6912       ierr = MPI_Type_free(&dimrealtype);CHKERRQ(ierr);
6913       ierr = PetscFree(pcbddc->mat_graph->coords);CHKERRQ(ierr);
6914 
6915       pcbddc->mat_graph->coords = lcoords;
6916       pcbddc->mat_graph->cloc   = PETSC_TRUE;
6917       pcbddc->mat_graph->cnloc  = n;
6918     }
6919     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);
6920     pcbddc->mat_graph->active_coords = (PetscBool)(pcbddc->corner_selection && !pcbddc->corner_selected);
6921 
6922     /* Setup of Graph */
6923     pcbddc->mat_graph->commsizelimit = 0; /* don't use the COMM_SELF variant of the graph */
6924     ierr = PCBDDCGraphSetUp(pcbddc->mat_graph,pcbddc->vertex_size,pcbddc->NeumannBoundariesLocal,pcbddc->DirichletBoundariesLocal,pcbddc->n_ISForDofsLocal,pcbddc->ISForDofsLocal,pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
6925 
6926     /* attach info on disconnected subdomains if present */
6927     if (pcbddc->n_local_subs) {
6928       PetscInt *local_subs;
6929 
6930       ierr = PetscMalloc1(N,&local_subs);CHKERRQ(ierr);
6931       for (i=0;i<pcbddc->n_local_subs;i++) {
6932         const PetscInt *idxs;
6933         PetscInt       nl,j;
6934 
6935         ierr = ISGetLocalSize(pcbddc->local_subs[i],&nl);CHKERRQ(ierr);
6936         ierr = ISGetIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
6937         for (j=0;j<nl;j++) local_subs[idxs[j]] = i;
6938         ierr = ISRestoreIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
6939       }
6940       pcbddc->mat_graph->n_local_subs = pcbddc->n_local_subs;
6941       pcbddc->mat_graph->local_subs = local_subs;
6942     }
6943   }
6944 
6945   if (!pcbddc->graphanalyzed) {
6946     /* Graph's connected components analysis */
6947     ierr = PCBDDCGraphComputeConnectedComponents(pcbddc->mat_graph);CHKERRQ(ierr);
6948     pcbddc->graphanalyzed = PETSC_TRUE;
6949   }
6950   if (rcsr) pcbddc->mat_graph->nvtxs_csr = 0;
6951   PetscFunctionReturn(0);
6952 }
6953 
6954 PetscErrorCode PCBDDCOrthonormalizeVecs(PetscInt n, Vec vecs[])
6955 {
6956   PetscInt       i,j;
6957   PetscScalar    *alphas;
6958   PetscErrorCode ierr;
6959 
6960   PetscFunctionBegin;
6961   if (!n) PetscFunctionReturn(0);
6962   ierr = PetscMalloc1(n,&alphas);CHKERRQ(ierr);
6963   ierr = VecNormalize(vecs[0],NULL);CHKERRQ(ierr);
6964   for (i=1;i<n;i++) {
6965     ierr = VecMDot(vecs[i],i,vecs,alphas);CHKERRQ(ierr);
6966     for (j=0;j<i;j++) alphas[j] = PetscConj(-alphas[j]);
6967     ierr = VecMAXPY(vecs[i],i,alphas,vecs);CHKERRQ(ierr);
6968     ierr = VecNormalize(vecs[i],NULL);CHKERRQ(ierr);
6969   }
6970   ierr = PetscFree(alphas);CHKERRQ(ierr);
6971   PetscFunctionReturn(0);
6972 }
6973 
6974 PetscErrorCode PCBDDCMatISGetSubassemblingPattern(Mat mat, PetscInt *n_subdomains, PetscInt redprocs, IS* is_sends, PetscBool *have_void)
6975 {
6976   Mat            A;
6977   PetscInt       n_neighs,*neighs,*n_shared,**shared;
6978   PetscMPIInt    size,rank,color;
6979   PetscInt       *xadj,*adjncy;
6980   PetscInt       *adjncy_wgt,*v_wgt,*ranks_send_to_idx;
6981   PetscInt       im_active,active_procs,N,n,i,j,threshold = 2;
6982   PetscInt       void_procs,*procs_candidates = NULL;
6983   PetscInt       xadj_count,*count;
6984   PetscBool      ismatis,use_vwgt=PETSC_FALSE;
6985   PetscSubcomm   psubcomm;
6986   MPI_Comm       subcomm;
6987   PetscErrorCode ierr;
6988 
6989   PetscFunctionBegin;
6990   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
6991   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
6992   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);
6993   PetscValidLogicalCollectiveInt(mat,*n_subdomains,2);
6994   PetscValidLogicalCollectiveInt(mat,redprocs,3);
6995   if (*n_subdomains <=0) SETERRQ1(PetscObjectComm((PetscObject)mat),PETSC_ERR_ARG_WRONG,"Invalid number of subdomains requested %D",*n_subdomains);
6996 
6997   if (have_void) *have_void = PETSC_FALSE;
6998   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)mat),&size);CHKERRQ(ierr);
6999   ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)mat),&rank);CHKERRQ(ierr);
7000   ierr = MatISGetLocalMat(mat,&A);CHKERRQ(ierr);
7001   ierr = MatGetLocalSize(A,&n,NULL);CHKERRQ(ierr);
7002   im_active = !!n;
7003   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
7004   void_procs = size - active_procs;
7005   /* get ranks of of non-active processes in mat communicator */
7006   if (void_procs) {
7007     PetscInt ncand;
7008 
7009     if (have_void) *have_void = PETSC_TRUE;
7010     ierr = PetscMalloc1(size,&procs_candidates);CHKERRQ(ierr);
7011     ierr = MPI_Allgather(&im_active,1,MPIU_INT,procs_candidates,1,MPIU_INT,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
7012     for (i=0,ncand=0;i<size;i++) {
7013       if (!procs_candidates[i]) {
7014         procs_candidates[ncand++] = i;
7015       }
7016     }
7017     /* force n_subdomains to be not greater that the number of non-active processes */
7018     *n_subdomains = PetscMin(void_procs,*n_subdomains);
7019   }
7020 
7021   /* number of subdomains requested greater than active processes or matrix size -> just shift the matrix
7022      number of subdomains requested 1 -> send to master or first candidate in voids  */
7023   ierr = MatGetSize(mat,&N,NULL);CHKERRQ(ierr);
7024   if (active_procs < *n_subdomains || *n_subdomains == 1 || N <= *n_subdomains) {
7025     PetscInt issize,isidx,dest;
7026     if (*n_subdomains == 1) dest = 0;
7027     else dest = rank;
7028     if (im_active) {
7029       issize = 1;
7030       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
7031         isidx = procs_candidates[dest];
7032       } else {
7033         isidx = dest;
7034       }
7035     } else {
7036       issize = 0;
7037       isidx = -1;
7038     }
7039     if (*n_subdomains != 1) *n_subdomains = active_procs;
7040     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),issize,&isidx,PETSC_COPY_VALUES,is_sends);CHKERRQ(ierr);
7041     ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
7042     PetscFunctionReturn(0);
7043   }
7044   ierr = PetscOptionsGetBool(NULL,NULL,"-matis_partitioning_use_vwgt",&use_vwgt,NULL);CHKERRQ(ierr);
7045   ierr = PetscOptionsGetInt(NULL,NULL,"-matis_partitioning_threshold",&threshold,NULL);CHKERRQ(ierr);
7046   threshold = PetscMax(threshold,2);
7047 
7048   /* Get info on mapping */
7049   ierr = ISLocalToGlobalMappingGetInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
7050 
7051   /* build local CSR graph of subdomains' connectivity */
7052   ierr = PetscMalloc1(2,&xadj);CHKERRQ(ierr);
7053   xadj[0] = 0;
7054   xadj[1] = PetscMax(n_neighs-1,0);
7055   ierr = PetscMalloc1(xadj[1],&adjncy);CHKERRQ(ierr);
7056   ierr = PetscMalloc1(xadj[1],&adjncy_wgt);CHKERRQ(ierr);
7057   ierr = PetscCalloc1(n,&count);CHKERRQ(ierr);
7058   for (i=1;i<n_neighs;i++)
7059     for (j=0;j<n_shared[i];j++)
7060       count[shared[i][j]] += 1;
7061 
7062   xadj_count = 0;
7063   for (i=1;i<n_neighs;i++) {
7064     for (j=0;j<n_shared[i];j++) {
7065       if (count[shared[i][j]] < threshold) {
7066         adjncy[xadj_count] = neighs[i];
7067         adjncy_wgt[xadj_count] = n_shared[i];
7068         xadj_count++;
7069         break;
7070       }
7071     }
7072   }
7073   xadj[1] = xadj_count;
7074   ierr = PetscFree(count);CHKERRQ(ierr);
7075   ierr = ISLocalToGlobalMappingRestoreInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
7076   ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
7077 
7078   ierr = PetscMalloc1(1,&ranks_send_to_idx);CHKERRQ(ierr);
7079 
7080   /* Restrict work on active processes only */
7081   ierr = PetscMPIIntCast(im_active,&color);CHKERRQ(ierr);
7082   if (void_procs) {
7083     ierr = PetscSubcommCreate(PetscObjectComm((PetscObject)mat),&psubcomm);CHKERRQ(ierr);
7084     ierr = PetscSubcommSetNumber(psubcomm,2);CHKERRQ(ierr); /* 2 groups, active process and not active processes */
7085     ierr = PetscSubcommSetTypeGeneral(psubcomm,color,rank);CHKERRQ(ierr);
7086     subcomm = PetscSubcommChild(psubcomm);
7087   } else {
7088     psubcomm = NULL;
7089     subcomm = PetscObjectComm((PetscObject)mat);
7090   }
7091 
7092   v_wgt = NULL;
7093   if (!color) {
7094     ierr = PetscFree(xadj);CHKERRQ(ierr);
7095     ierr = PetscFree(adjncy);CHKERRQ(ierr);
7096     ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
7097   } else {
7098     Mat             subdomain_adj;
7099     IS              new_ranks,new_ranks_contig;
7100     MatPartitioning partitioner;
7101     PetscInt        rstart=0,rend=0;
7102     PetscInt        *is_indices,*oldranks;
7103     PetscMPIInt     size;
7104     PetscBool       aggregate;
7105 
7106     ierr = MPI_Comm_size(subcomm,&size);CHKERRQ(ierr);
7107     if (void_procs) {
7108       PetscInt prank = rank;
7109       ierr = PetscMalloc1(size,&oldranks);CHKERRQ(ierr);
7110       ierr = MPI_Allgather(&prank,1,MPIU_INT,oldranks,1,MPIU_INT,subcomm);CHKERRQ(ierr);
7111       for (i=0;i<xadj[1];i++) {
7112         ierr = PetscFindInt(adjncy[i],size,oldranks,&adjncy[i]);CHKERRQ(ierr);
7113       }
7114       ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
7115     } else {
7116       oldranks = NULL;
7117     }
7118     aggregate = ((redprocs > 0 && redprocs < size) ? PETSC_TRUE : PETSC_FALSE);
7119     if (aggregate) { /* TODO: all this part could be made more efficient */
7120       PetscInt    lrows,row,ncols,*cols;
7121       PetscMPIInt nrank;
7122       PetscScalar *vals;
7123 
7124       ierr = MPI_Comm_rank(subcomm,&nrank);CHKERRQ(ierr);
7125       lrows = 0;
7126       if (nrank<redprocs) {
7127         lrows = size/redprocs;
7128         if (nrank<size%redprocs) lrows++;
7129       }
7130       ierr = MatCreateAIJ(subcomm,lrows,lrows,size,size,50,NULL,50,NULL,&subdomain_adj);CHKERRQ(ierr);
7131       ierr = MatGetOwnershipRange(subdomain_adj,&rstart,&rend);CHKERRQ(ierr);
7132       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_LOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
7133       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
7134       row = nrank;
7135       ncols = xadj[1]-xadj[0];
7136       cols = adjncy;
7137       ierr = PetscMalloc1(ncols,&vals);CHKERRQ(ierr);
7138       for (i=0;i<ncols;i++) vals[i] = adjncy_wgt[i];
7139       ierr = MatSetValues(subdomain_adj,1,&row,ncols,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
7140       ierr = MatAssemblyBegin(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7141       ierr = MatAssemblyEnd(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7142       ierr = PetscFree(xadj);CHKERRQ(ierr);
7143       ierr = PetscFree(adjncy);CHKERRQ(ierr);
7144       ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
7145       ierr = PetscFree(vals);CHKERRQ(ierr);
7146       if (use_vwgt) {
7147         Vec               v;
7148         const PetscScalar *array;
7149         PetscInt          nl;
7150 
7151         ierr = MatCreateVecs(subdomain_adj,&v,NULL);CHKERRQ(ierr);
7152         ierr = VecSetValue(v,row,(PetscScalar)n,INSERT_VALUES);CHKERRQ(ierr);
7153         ierr = VecAssemblyBegin(v);CHKERRQ(ierr);
7154         ierr = VecAssemblyEnd(v);CHKERRQ(ierr);
7155         ierr = VecGetLocalSize(v,&nl);CHKERRQ(ierr);
7156         ierr = VecGetArrayRead(v,&array);CHKERRQ(ierr);
7157         ierr = PetscMalloc1(nl,&v_wgt);CHKERRQ(ierr);
7158         for (i=0;i<nl;i++) v_wgt[i] = (PetscInt)PetscRealPart(array[i]);
7159         ierr = VecRestoreArrayRead(v,&array);CHKERRQ(ierr);
7160         ierr = VecDestroy(&v);CHKERRQ(ierr);
7161       }
7162     } else {
7163       ierr = MatCreateMPIAdj(subcomm,1,(PetscInt)size,xadj,adjncy,adjncy_wgt,&subdomain_adj);CHKERRQ(ierr);
7164       if (use_vwgt) {
7165         ierr = PetscMalloc1(1,&v_wgt);CHKERRQ(ierr);
7166         v_wgt[0] = n;
7167       }
7168     }
7169     /* ierr = MatView(subdomain_adj,0);CHKERRQ(ierr); */
7170 
7171     /* Partition */
7172     ierr = MatPartitioningCreate(subcomm,&partitioner);CHKERRQ(ierr);
7173     ierr = MatPartitioningSetAdjacency(partitioner,subdomain_adj);CHKERRQ(ierr);
7174     if (v_wgt) {
7175       ierr = MatPartitioningSetVertexWeights(partitioner,v_wgt);CHKERRQ(ierr);
7176     }
7177     *n_subdomains = PetscMin((PetscInt)size,*n_subdomains);
7178     ierr = MatPartitioningSetNParts(partitioner,*n_subdomains);CHKERRQ(ierr);
7179     ierr = MatPartitioningSetFromOptions(partitioner);CHKERRQ(ierr);
7180     ierr = MatPartitioningApply(partitioner,&new_ranks);CHKERRQ(ierr);
7181     /* ierr = MatPartitioningView(partitioner,0);CHKERRQ(ierr); */
7182 
7183     /* renumber new_ranks to avoid "holes" in new set of processors */
7184     ierr = ISRenumber(new_ranks,NULL,NULL,&new_ranks_contig);CHKERRQ(ierr);
7185     ierr = ISDestroy(&new_ranks);CHKERRQ(ierr);
7186     ierr = ISGetIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
7187     if (!aggregate) {
7188       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
7189 #if defined(PETSC_USE_DEBUG)
7190         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
7191 #endif
7192         ranks_send_to_idx[0] = procs_candidates[oldranks[is_indices[0]]];
7193       } else if (oldranks) {
7194         ranks_send_to_idx[0] = oldranks[is_indices[0]];
7195       } else {
7196         ranks_send_to_idx[0] = is_indices[0];
7197       }
7198     } else {
7199       PetscInt    idx = 0;
7200       PetscMPIInt tag;
7201       MPI_Request *reqs;
7202 
7203       ierr = PetscObjectGetNewTag((PetscObject)subdomain_adj,&tag);CHKERRQ(ierr);
7204       ierr = PetscMalloc1(rend-rstart,&reqs);CHKERRQ(ierr);
7205       for (i=rstart;i<rend;i++) {
7206         ierr = MPI_Isend(is_indices+i-rstart,1,MPIU_INT,i,tag,subcomm,&reqs[i-rstart]);CHKERRQ(ierr);
7207       }
7208       ierr = MPI_Recv(&idx,1,MPIU_INT,MPI_ANY_SOURCE,tag,subcomm,MPI_STATUS_IGNORE);CHKERRQ(ierr);
7209       ierr = MPI_Waitall(rend-rstart,reqs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7210       ierr = PetscFree(reqs);CHKERRQ(ierr);
7211       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
7212 #if defined(PETSC_USE_DEBUG)
7213         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
7214 #endif
7215         ranks_send_to_idx[0] = procs_candidates[oldranks[idx]];
7216       } else if (oldranks) {
7217         ranks_send_to_idx[0] = oldranks[idx];
7218       } else {
7219         ranks_send_to_idx[0] = idx;
7220       }
7221     }
7222     ierr = ISRestoreIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
7223     /* clean up */
7224     ierr = PetscFree(oldranks);CHKERRQ(ierr);
7225     ierr = ISDestroy(&new_ranks_contig);CHKERRQ(ierr);
7226     ierr = MatDestroy(&subdomain_adj);CHKERRQ(ierr);
7227     ierr = MatPartitioningDestroy(&partitioner);CHKERRQ(ierr);
7228   }
7229   ierr = PetscSubcommDestroy(&psubcomm);CHKERRQ(ierr);
7230   ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
7231 
7232   /* assemble parallel IS for sends */
7233   i = 1;
7234   if (!color) i=0;
7235   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),i,ranks_send_to_idx,PETSC_OWN_POINTER,is_sends);CHKERRQ(ierr);
7236   PetscFunctionReturn(0);
7237 }
7238 
7239 typedef enum {MATDENSE_PRIVATE=0,MATAIJ_PRIVATE,MATBAIJ_PRIVATE,MATSBAIJ_PRIVATE}MatTypePrivate;
7240 
7241 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[])
7242 {
7243   Mat                    local_mat;
7244   IS                     is_sends_internal;
7245   PetscInt               rows,cols,new_local_rows;
7246   PetscInt               i,bs,buf_size_idxs,buf_size_idxs_is,buf_size_vals,buf_size_vecs;
7247   PetscBool              ismatis,isdense,newisdense,destroy_mat;
7248   ISLocalToGlobalMapping l2gmap;
7249   PetscInt*              l2gmap_indices;
7250   const PetscInt*        is_indices;
7251   MatType                new_local_type;
7252   /* buffers */
7253   PetscInt               *ptr_idxs,*send_buffer_idxs,*recv_buffer_idxs;
7254   PetscInt               *ptr_idxs_is,*send_buffer_idxs_is,*recv_buffer_idxs_is;
7255   PetscInt               *recv_buffer_idxs_local;
7256   PetscScalar            *ptr_vals,*send_buffer_vals,*recv_buffer_vals;
7257   PetscScalar            *ptr_vecs,*send_buffer_vecs,*recv_buffer_vecs;
7258   /* MPI */
7259   MPI_Comm               comm,comm_n;
7260   PetscSubcomm           subcomm;
7261   PetscMPIInt            n_sends,n_recvs,size;
7262   PetscMPIInt            *iflags,*ilengths_idxs,*ilengths_vals,*ilengths_idxs_is;
7263   PetscMPIInt            *onodes,*onodes_is,*olengths_idxs,*olengths_idxs_is,*olengths_vals;
7264   PetscMPIInt            len,tag_idxs,tag_idxs_is,tag_vals,tag_vecs,source_dest;
7265   MPI_Request            *send_req_idxs,*send_req_idxs_is,*send_req_vals,*send_req_vecs;
7266   MPI_Request            *recv_req_idxs,*recv_req_idxs_is,*recv_req_vals,*recv_req_vecs;
7267   PetscErrorCode         ierr;
7268 
7269   PetscFunctionBegin;
7270   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
7271   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
7272   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);
7273   PetscValidLogicalCollectiveInt(mat,n_subdomains,3);
7274   PetscValidLogicalCollectiveBool(mat,restrict_comm,4);
7275   PetscValidLogicalCollectiveBool(mat,restrict_full,5);
7276   PetscValidLogicalCollectiveBool(mat,reuse,6);
7277   PetscValidLogicalCollectiveInt(mat,nis,8);
7278   PetscValidLogicalCollectiveInt(mat,nvecs,10);
7279   if (nvecs) {
7280     if (nvecs > 1) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Just 1 vector supported");
7281     PetscValidHeaderSpecific(nnsp_vec[0],VEC_CLASSID,11);
7282   }
7283   /* further checks */
7284   ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
7285   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&isdense);CHKERRQ(ierr);
7286   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Currently cannot subassemble MATIS when local matrix type is not of type SEQDENSE");
7287   ierr = MatGetSize(local_mat,&rows,&cols);CHKERRQ(ierr);
7288   if (rows != cols) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Local MATIS matrices should be square");
7289   if (reuse && *mat_n) {
7290     PetscInt mrows,mcols,mnrows,mncols;
7291     PetscValidHeaderSpecific(*mat_n,MAT_CLASSID,7);
7292     ierr = PetscObjectTypeCompare((PetscObject)*mat_n,MATIS,&ismatis);CHKERRQ(ierr);
7293     if (!ismatis) SETERRQ(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_SUP,"Cannot reuse a matrix which is not of type MATIS");
7294     ierr = MatGetSize(mat,&mrows,&mcols);CHKERRQ(ierr);
7295     ierr = MatGetSize(*mat_n,&mnrows,&mncols);CHKERRQ(ierr);
7296     if (mrows != mnrows) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of rows %D != %D",mrows,mnrows);
7297     if (mcols != mncols) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of cols %D != %D",mcols,mncols);
7298   }
7299   ierr = MatGetBlockSize(local_mat,&bs);CHKERRQ(ierr);
7300   PetscValidLogicalCollectiveInt(mat,bs,0);
7301 
7302   /* prepare IS for sending if not provided */
7303   if (!is_sends) {
7304     if (!n_subdomains) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"You should specify either an IS or a target number of subdomains");
7305     ierr = PCBDDCMatISGetSubassemblingPattern(mat,&n_subdomains,0,&is_sends_internal,NULL);CHKERRQ(ierr);
7306   } else {
7307     ierr = PetscObjectReference((PetscObject)is_sends);CHKERRQ(ierr);
7308     is_sends_internal = is_sends;
7309   }
7310 
7311   /* get comm */
7312   ierr = PetscObjectGetComm((PetscObject)mat,&comm);CHKERRQ(ierr);
7313 
7314   /* compute number of sends */
7315   ierr = ISGetLocalSize(is_sends_internal,&i);CHKERRQ(ierr);
7316   ierr = PetscMPIIntCast(i,&n_sends);CHKERRQ(ierr);
7317 
7318   /* compute number of receives */
7319   ierr = MPI_Comm_size(comm,&size);CHKERRQ(ierr);
7320   ierr = PetscMalloc1(size,&iflags);CHKERRQ(ierr);
7321   ierr = PetscMemzero(iflags,size*sizeof(*iflags));CHKERRQ(ierr);
7322   ierr = ISGetIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7323   for (i=0;i<n_sends;i++) iflags[is_indices[i]] = 1;
7324   ierr = PetscGatherNumberOfMessages(comm,iflags,NULL,&n_recvs);CHKERRQ(ierr);
7325   ierr = PetscFree(iflags);CHKERRQ(ierr);
7326 
7327   /* restrict comm if requested */
7328   subcomm = 0;
7329   destroy_mat = PETSC_FALSE;
7330   if (restrict_comm) {
7331     PetscMPIInt color,subcommsize;
7332 
7333     color = 0;
7334     if (restrict_full) {
7335       if (!n_recvs) color = 1; /* processes not receiving anything will not partecipate in new comm (full restriction) */
7336     } else {
7337       if (!n_recvs && n_sends) color = 1; /* just those processes that are sending but not receiving anything will not partecipate in new comm */
7338     }
7339     ierr = MPIU_Allreduce(&color,&subcommsize,1,MPI_INT,MPI_SUM,comm);CHKERRQ(ierr);
7340     subcommsize = size - subcommsize;
7341     /* check if reuse has been requested */
7342     if (reuse) {
7343       if (*mat_n) {
7344         PetscMPIInt subcommsize2;
7345         ierr = MPI_Comm_size(PetscObjectComm((PetscObject)*mat_n),&subcommsize2);CHKERRQ(ierr);
7346         if (subcommsize != subcommsize2) SETERRQ2(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_PLIB,"Cannot reuse matrix! wrong subcomm size %d != %d",subcommsize,subcommsize2);
7347         comm_n = PetscObjectComm((PetscObject)*mat_n);
7348       } else {
7349         comm_n = PETSC_COMM_SELF;
7350       }
7351     } else { /* MAT_INITIAL_MATRIX */
7352       PetscMPIInt rank;
7353 
7354       ierr = MPI_Comm_rank(comm,&rank);CHKERRQ(ierr);
7355       ierr = PetscSubcommCreate(comm,&subcomm);CHKERRQ(ierr);
7356       ierr = PetscSubcommSetNumber(subcomm,2);CHKERRQ(ierr);
7357       ierr = PetscSubcommSetTypeGeneral(subcomm,color,rank);CHKERRQ(ierr);
7358       comm_n = PetscSubcommChild(subcomm);
7359     }
7360     /* flag to destroy *mat_n if not significative */
7361     if (color) destroy_mat = PETSC_TRUE;
7362   } else {
7363     comm_n = comm;
7364   }
7365 
7366   /* prepare send/receive buffers */
7367   ierr = PetscMalloc1(size,&ilengths_idxs);CHKERRQ(ierr);
7368   ierr = PetscMemzero(ilengths_idxs,size*sizeof(*ilengths_idxs));CHKERRQ(ierr);
7369   ierr = PetscMalloc1(size,&ilengths_vals);CHKERRQ(ierr);
7370   ierr = PetscMemzero(ilengths_vals,size*sizeof(*ilengths_vals));CHKERRQ(ierr);
7371   if (nis) {
7372     ierr = PetscCalloc1(size,&ilengths_idxs_is);CHKERRQ(ierr);
7373   }
7374 
7375   /* Get data from local matrices */
7376   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Subassembling of AIJ local matrices not yet implemented");
7377     /* TODO: See below some guidelines on how to prepare the local buffers */
7378     /*
7379        send_buffer_vals should contain the raw values of the local matrix
7380        send_buffer_idxs should contain:
7381        - MatType_PRIVATE type
7382        - PetscInt        size_of_l2gmap
7383        - PetscInt        global_row_indices[size_of_l2gmap]
7384        - PetscInt        all_other_info_which_is_needed_to_compute_preallocation_and_set_values
7385     */
7386   else {
7387     ierr = MatDenseGetArray(local_mat,&send_buffer_vals);CHKERRQ(ierr);
7388     ierr = ISLocalToGlobalMappingGetSize(mat->rmap->mapping,&i);CHKERRQ(ierr);
7389     ierr = PetscMalloc1(i+2,&send_buffer_idxs);CHKERRQ(ierr);
7390     send_buffer_idxs[0] = (PetscInt)MATDENSE_PRIVATE;
7391     send_buffer_idxs[1] = i;
7392     ierr = ISLocalToGlobalMappingGetIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7393     ierr = PetscMemcpy(&send_buffer_idxs[2],ptr_idxs,i*sizeof(PetscInt));CHKERRQ(ierr);
7394     ierr = ISLocalToGlobalMappingRestoreIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7395     ierr = PetscMPIIntCast(i,&len);CHKERRQ(ierr);
7396     for (i=0;i<n_sends;i++) {
7397       ilengths_vals[is_indices[i]] = len*len;
7398       ilengths_idxs[is_indices[i]] = len+2;
7399     }
7400   }
7401   ierr = PetscGatherMessageLengths2(comm,n_sends,n_recvs,ilengths_idxs,ilengths_vals,&onodes,&olengths_idxs,&olengths_vals);CHKERRQ(ierr);
7402   /* additional is (if any) */
7403   if (nis) {
7404     PetscMPIInt psum;
7405     PetscInt j;
7406     for (j=0,psum=0;j<nis;j++) {
7407       PetscInt plen;
7408       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7409       ierr = PetscMPIIntCast(plen,&len);CHKERRQ(ierr);
7410       psum += len+1; /* indices + lenght */
7411     }
7412     ierr = PetscMalloc1(psum,&send_buffer_idxs_is);CHKERRQ(ierr);
7413     for (j=0,psum=0;j<nis;j++) {
7414       PetscInt plen;
7415       const PetscInt *is_array_idxs;
7416       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7417       send_buffer_idxs_is[psum] = plen;
7418       ierr = ISGetIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7419       ierr = PetscMemcpy(&send_buffer_idxs_is[psum+1],is_array_idxs,plen*sizeof(PetscInt));CHKERRQ(ierr);
7420       ierr = ISRestoreIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7421       psum += plen+1; /* indices + lenght */
7422     }
7423     for (i=0;i<n_sends;i++) {
7424       ilengths_idxs_is[is_indices[i]] = psum;
7425     }
7426     ierr = PetscGatherMessageLengths(comm,n_sends,n_recvs,ilengths_idxs_is,&onodes_is,&olengths_idxs_is);CHKERRQ(ierr);
7427   }
7428   ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
7429 
7430   buf_size_idxs = 0;
7431   buf_size_vals = 0;
7432   buf_size_idxs_is = 0;
7433   buf_size_vecs = 0;
7434   for (i=0;i<n_recvs;i++) {
7435     buf_size_idxs += (PetscInt)olengths_idxs[i];
7436     buf_size_vals += (PetscInt)olengths_vals[i];
7437     if (nis) buf_size_idxs_is += (PetscInt)olengths_idxs_is[i];
7438     if (nvecs) buf_size_vecs += (PetscInt)olengths_idxs[i];
7439   }
7440   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs);CHKERRQ(ierr);
7441   ierr = PetscMalloc1(buf_size_vals,&recv_buffer_vals);CHKERRQ(ierr);
7442   ierr = PetscMalloc1(buf_size_idxs_is,&recv_buffer_idxs_is);CHKERRQ(ierr);
7443   ierr = PetscMalloc1(buf_size_vecs,&recv_buffer_vecs);CHKERRQ(ierr);
7444 
7445   /* get new tags for clean communications */
7446   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs);CHKERRQ(ierr);
7447   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vals);CHKERRQ(ierr);
7448   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs_is);CHKERRQ(ierr);
7449   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vecs);CHKERRQ(ierr);
7450 
7451   /* allocate for requests */
7452   ierr = PetscMalloc1(n_sends,&send_req_idxs);CHKERRQ(ierr);
7453   ierr = PetscMalloc1(n_sends,&send_req_vals);CHKERRQ(ierr);
7454   ierr = PetscMalloc1(n_sends,&send_req_idxs_is);CHKERRQ(ierr);
7455   ierr = PetscMalloc1(n_sends,&send_req_vecs);CHKERRQ(ierr);
7456   ierr = PetscMalloc1(n_recvs,&recv_req_idxs);CHKERRQ(ierr);
7457   ierr = PetscMalloc1(n_recvs,&recv_req_vals);CHKERRQ(ierr);
7458   ierr = PetscMalloc1(n_recvs,&recv_req_idxs_is);CHKERRQ(ierr);
7459   ierr = PetscMalloc1(n_recvs,&recv_req_vecs);CHKERRQ(ierr);
7460 
7461   /* communications */
7462   ptr_idxs = recv_buffer_idxs;
7463   ptr_vals = recv_buffer_vals;
7464   ptr_idxs_is = recv_buffer_idxs_is;
7465   ptr_vecs = recv_buffer_vecs;
7466   for (i=0;i<n_recvs;i++) {
7467     source_dest = onodes[i];
7468     ierr = MPI_Irecv(ptr_idxs,olengths_idxs[i],MPIU_INT,source_dest,tag_idxs,comm,&recv_req_idxs[i]);CHKERRQ(ierr);
7469     ierr = MPI_Irecv(ptr_vals,olengths_vals[i],MPIU_SCALAR,source_dest,tag_vals,comm,&recv_req_vals[i]);CHKERRQ(ierr);
7470     ptr_idxs += olengths_idxs[i];
7471     ptr_vals += olengths_vals[i];
7472     if (nis) {
7473       source_dest = onodes_is[i];
7474       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);
7475       ptr_idxs_is += olengths_idxs_is[i];
7476     }
7477     if (nvecs) {
7478       source_dest = onodes[i];
7479       ierr = MPI_Irecv(ptr_vecs,olengths_idxs[i]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&recv_req_vecs[i]);CHKERRQ(ierr);
7480       ptr_vecs += olengths_idxs[i]-2;
7481     }
7482   }
7483   for (i=0;i<n_sends;i++) {
7484     ierr = PetscMPIIntCast(is_indices[i],&source_dest);CHKERRQ(ierr);
7485     ierr = MPI_Isend(send_buffer_idxs,ilengths_idxs[source_dest],MPIU_INT,source_dest,tag_idxs,comm,&send_req_idxs[i]);CHKERRQ(ierr);
7486     ierr = MPI_Isend(send_buffer_vals,ilengths_vals[source_dest],MPIU_SCALAR,source_dest,tag_vals,comm,&send_req_vals[i]);CHKERRQ(ierr);
7487     if (nis) {
7488       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);
7489     }
7490     if (nvecs) {
7491       ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7492       ierr = MPI_Isend(send_buffer_vecs,ilengths_idxs[source_dest]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&send_req_vecs[i]);CHKERRQ(ierr);
7493     }
7494   }
7495   ierr = ISRestoreIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7496   ierr = ISDestroy(&is_sends_internal);CHKERRQ(ierr);
7497 
7498   /* assemble new l2g map */
7499   ierr = MPI_Waitall(n_recvs,recv_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7500   ptr_idxs = recv_buffer_idxs;
7501   new_local_rows = 0;
7502   for (i=0;i<n_recvs;i++) {
7503     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7504     ptr_idxs += olengths_idxs[i];
7505   }
7506   ierr = PetscMalloc1(new_local_rows,&l2gmap_indices);CHKERRQ(ierr);
7507   ptr_idxs = recv_buffer_idxs;
7508   new_local_rows = 0;
7509   for (i=0;i<n_recvs;i++) {
7510     ierr = PetscMemcpy(&l2gmap_indices[new_local_rows],ptr_idxs+2,(*(ptr_idxs+1))*sizeof(PetscInt));CHKERRQ(ierr);
7511     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7512     ptr_idxs += olengths_idxs[i];
7513   }
7514   ierr = PetscSortRemoveDupsInt(&new_local_rows,l2gmap_indices);CHKERRQ(ierr);
7515   ierr = ISLocalToGlobalMappingCreate(comm_n,1,new_local_rows,l2gmap_indices,PETSC_COPY_VALUES,&l2gmap);CHKERRQ(ierr);
7516   ierr = PetscFree(l2gmap_indices);CHKERRQ(ierr);
7517 
7518   /* infer new local matrix type from received local matrices type */
7519   /* currently if all local matrices are of type X, then the resulting matrix will be of type X, except for the dense case */
7520   /* 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) */
7521   if (n_recvs) {
7522     MatTypePrivate new_local_type_private = (MatTypePrivate)send_buffer_idxs[0];
7523     ptr_idxs = recv_buffer_idxs;
7524     for (i=0;i<n_recvs;i++) {
7525       if ((PetscInt)new_local_type_private != *ptr_idxs) {
7526         new_local_type_private = MATAIJ_PRIVATE;
7527         break;
7528       }
7529       ptr_idxs += olengths_idxs[i];
7530     }
7531     switch (new_local_type_private) {
7532       case MATDENSE_PRIVATE:
7533         new_local_type = MATSEQAIJ;
7534         bs = 1;
7535         break;
7536       case MATAIJ_PRIVATE:
7537         new_local_type = MATSEQAIJ;
7538         bs = 1;
7539         break;
7540       case MATBAIJ_PRIVATE:
7541         new_local_type = MATSEQBAIJ;
7542         break;
7543       case MATSBAIJ_PRIVATE:
7544         new_local_type = MATSEQSBAIJ;
7545         break;
7546       default:
7547         SETERRQ2(comm,PETSC_ERR_SUP,"Unsupported private type %d in %s",new_local_type_private,PETSC_FUNCTION_NAME);
7548         break;
7549     }
7550   } else { /* by default, new_local_type is seqaij */
7551     new_local_type = MATSEQAIJ;
7552     bs = 1;
7553   }
7554 
7555   /* create MATIS object if needed */
7556   if (!reuse) {
7557     ierr = MatGetSize(mat,&rows,&cols);CHKERRQ(ierr);
7558     ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7559   } else {
7560     /* it also destroys the local matrices */
7561     if (*mat_n) {
7562       ierr = MatSetLocalToGlobalMapping(*mat_n,l2gmap,l2gmap);CHKERRQ(ierr);
7563     } else { /* this is a fake object */
7564       ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7565     }
7566   }
7567   ierr = MatISGetLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7568   ierr = MatSetType(local_mat,new_local_type);CHKERRQ(ierr);
7569 
7570   ierr = MPI_Waitall(n_recvs,recv_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7571 
7572   /* Global to local map of received indices */
7573   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs_local);CHKERRQ(ierr); /* needed for values insertion */
7574   ierr = ISGlobalToLocalMappingApply(l2gmap,IS_GTOLM_MASK,buf_size_idxs,recv_buffer_idxs,&i,recv_buffer_idxs_local);CHKERRQ(ierr);
7575   ierr = ISLocalToGlobalMappingDestroy(&l2gmap);CHKERRQ(ierr);
7576 
7577   /* restore attributes -> type of incoming data and its size */
7578   buf_size_idxs = 0;
7579   for (i=0;i<n_recvs;i++) {
7580     recv_buffer_idxs_local[buf_size_idxs] = recv_buffer_idxs[buf_size_idxs];
7581     recv_buffer_idxs_local[buf_size_idxs+1] = recv_buffer_idxs[buf_size_idxs+1];
7582     buf_size_idxs += (PetscInt)olengths_idxs[i];
7583   }
7584   ierr = PetscFree(recv_buffer_idxs);CHKERRQ(ierr);
7585 
7586   /* set preallocation */
7587   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&newisdense);CHKERRQ(ierr);
7588   if (!newisdense) {
7589     PetscInt *new_local_nnz=0;
7590 
7591     ptr_idxs = recv_buffer_idxs_local;
7592     if (n_recvs) {
7593       ierr = PetscCalloc1(new_local_rows,&new_local_nnz);CHKERRQ(ierr);
7594     }
7595     for (i=0;i<n_recvs;i++) {
7596       PetscInt j;
7597       if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* preallocation provided for dense case only */
7598         for (j=0;j<*(ptr_idxs+1);j++) {
7599           new_local_nnz[*(ptr_idxs+2+j)] += *(ptr_idxs+1);
7600         }
7601       } else {
7602         /* TODO */
7603       }
7604       ptr_idxs += olengths_idxs[i];
7605     }
7606     if (new_local_nnz) {
7607       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMin(new_local_nnz[i],new_local_rows);
7608       ierr = MatSeqAIJSetPreallocation(local_mat,0,new_local_nnz);CHKERRQ(ierr);
7609       for (i=0;i<new_local_rows;i++) new_local_nnz[i] /= bs;
7610       ierr = MatSeqBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7611       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMax(new_local_nnz[i]-i,0);
7612       ierr = MatSeqSBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7613     } else {
7614       ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7615     }
7616     ierr = PetscFree(new_local_nnz);CHKERRQ(ierr);
7617   } else {
7618     ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7619   }
7620 
7621   /* set values */
7622   ptr_vals = recv_buffer_vals;
7623   ptr_idxs = recv_buffer_idxs_local;
7624   for (i=0;i<n_recvs;i++) {
7625     if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* values insertion provided for dense case only */
7626       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_FALSE);CHKERRQ(ierr);
7627       ierr = MatSetValues(local_mat,*(ptr_idxs+1),ptr_idxs+2,*(ptr_idxs+1),ptr_idxs+2,ptr_vals,ADD_VALUES);CHKERRQ(ierr);
7628       ierr = MatAssemblyBegin(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7629       ierr = MatAssemblyEnd(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7630       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_TRUE);CHKERRQ(ierr);
7631     } else {
7632       /* TODO */
7633     }
7634     ptr_idxs += olengths_idxs[i];
7635     ptr_vals += olengths_vals[i];
7636   }
7637   ierr = MatAssemblyBegin(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7638   ierr = MatAssemblyEnd(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7639   ierr = MatISRestoreLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7640   ierr = MatAssemblyBegin(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7641   ierr = MatAssemblyEnd(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7642   ierr = PetscFree(recv_buffer_vals);CHKERRQ(ierr);
7643 
7644 #if 0
7645   if (!restrict_comm) { /* check */
7646     Vec       lvec,rvec;
7647     PetscReal infty_error;
7648 
7649     ierr = MatCreateVecs(mat,&rvec,&lvec);CHKERRQ(ierr);
7650     ierr = VecSetRandom(rvec,NULL);CHKERRQ(ierr);
7651     ierr = MatMult(mat,rvec,lvec);CHKERRQ(ierr);
7652     ierr = VecScale(lvec,-1.0);CHKERRQ(ierr);
7653     ierr = MatMultAdd(*mat_n,rvec,lvec,lvec);CHKERRQ(ierr);
7654     ierr = VecNorm(lvec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
7655     ierr = PetscPrintf(PetscObjectComm((PetscObject)mat),"Infinity error subassembling %1.6e\n",infty_error);
7656     ierr = VecDestroy(&rvec);CHKERRQ(ierr);
7657     ierr = VecDestroy(&lvec);CHKERRQ(ierr);
7658   }
7659 #endif
7660 
7661   /* assemble new additional is (if any) */
7662   if (nis) {
7663     PetscInt **temp_idxs,*count_is,j,psum;
7664 
7665     ierr = MPI_Waitall(n_recvs,recv_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7666     ierr = PetscCalloc1(nis,&count_is);CHKERRQ(ierr);
7667     ptr_idxs = recv_buffer_idxs_is;
7668     psum = 0;
7669     for (i=0;i<n_recvs;i++) {
7670       for (j=0;j<nis;j++) {
7671         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
7672         count_is[j] += plen; /* increment counting of buffer for j-th IS */
7673         psum += plen;
7674         ptr_idxs += plen+1; /* shift pointer to received data */
7675       }
7676     }
7677     ierr = PetscMalloc1(nis,&temp_idxs);CHKERRQ(ierr);
7678     ierr = PetscMalloc1(psum,&temp_idxs[0]);CHKERRQ(ierr);
7679     for (i=1;i<nis;i++) {
7680       temp_idxs[i] = temp_idxs[i-1]+count_is[i-1];
7681     }
7682     ierr = PetscMemzero(count_is,nis*sizeof(PetscInt));CHKERRQ(ierr);
7683     ptr_idxs = recv_buffer_idxs_is;
7684     for (i=0;i<n_recvs;i++) {
7685       for (j=0;j<nis;j++) {
7686         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
7687         ierr = PetscMemcpy(&temp_idxs[j][count_is[j]],ptr_idxs+1,plen*sizeof(PetscInt));CHKERRQ(ierr);
7688         count_is[j] += plen; /* increment starting point of buffer for j-th IS */
7689         ptr_idxs += plen+1; /* shift pointer to received data */
7690       }
7691     }
7692     for (i=0;i<nis;i++) {
7693       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7694       ierr = PetscSortRemoveDupsInt(&count_is[i],temp_idxs[i]);CHKERRQ(ierr);CHKERRQ(ierr);
7695       ierr = ISCreateGeneral(comm_n,count_is[i],temp_idxs[i],PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
7696     }
7697     ierr = PetscFree(count_is);CHKERRQ(ierr);
7698     ierr = PetscFree(temp_idxs[0]);CHKERRQ(ierr);
7699     ierr = PetscFree(temp_idxs);CHKERRQ(ierr);
7700   }
7701   /* free workspace */
7702   ierr = PetscFree(recv_buffer_idxs_is);CHKERRQ(ierr);
7703   ierr = MPI_Waitall(n_sends,send_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7704   ierr = PetscFree(send_buffer_idxs);CHKERRQ(ierr);
7705   ierr = MPI_Waitall(n_sends,send_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7706   if (isdense) {
7707     ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
7708     ierr = MatDenseRestoreArray(local_mat,&send_buffer_vals);CHKERRQ(ierr);
7709     ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
7710   } else {
7711     /* ierr = PetscFree(send_buffer_vals);CHKERRQ(ierr); */
7712   }
7713   if (nis) {
7714     ierr = MPI_Waitall(n_sends,send_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7715     ierr = PetscFree(send_buffer_idxs_is);CHKERRQ(ierr);
7716   }
7717 
7718   if (nvecs) {
7719     ierr = MPI_Waitall(n_recvs,recv_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7720     ierr = MPI_Waitall(n_sends,send_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7721     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7722     ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
7723     ierr = VecCreate(comm_n,&nnsp_vec[0]);CHKERRQ(ierr);
7724     ierr = VecSetSizes(nnsp_vec[0],new_local_rows,PETSC_DECIDE);CHKERRQ(ierr);
7725     ierr = VecSetType(nnsp_vec[0],VECSTANDARD);CHKERRQ(ierr);
7726     /* set values */
7727     ptr_vals = recv_buffer_vecs;
7728     ptr_idxs = recv_buffer_idxs_local;
7729     ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7730     for (i=0;i<n_recvs;i++) {
7731       PetscInt j;
7732       for (j=0;j<*(ptr_idxs+1);j++) {
7733         send_buffer_vecs[*(ptr_idxs+2+j)] += *(ptr_vals + j);
7734       }
7735       ptr_idxs += olengths_idxs[i];
7736       ptr_vals += olengths_idxs[i]-2;
7737     }
7738     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7739     ierr = VecAssemblyBegin(nnsp_vec[0]);CHKERRQ(ierr);
7740     ierr = VecAssemblyEnd(nnsp_vec[0]);CHKERRQ(ierr);
7741   }
7742 
7743   ierr = PetscFree(recv_buffer_vecs);CHKERRQ(ierr);
7744   ierr = PetscFree(recv_buffer_idxs_local);CHKERRQ(ierr);
7745   ierr = PetscFree(recv_req_idxs);CHKERRQ(ierr);
7746   ierr = PetscFree(recv_req_vals);CHKERRQ(ierr);
7747   ierr = PetscFree(recv_req_vecs);CHKERRQ(ierr);
7748   ierr = PetscFree(recv_req_idxs_is);CHKERRQ(ierr);
7749   ierr = PetscFree(send_req_idxs);CHKERRQ(ierr);
7750   ierr = PetscFree(send_req_vals);CHKERRQ(ierr);
7751   ierr = PetscFree(send_req_vecs);CHKERRQ(ierr);
7752   ierr = PetscFree(send_req_idxs_is);CHKERRQ(ierr);
7753   ierr = PetscFree(ilengths_vals);CHKERRQ(ierr);
7754   ierr = PetscFree(ilengths_idxs);CHKERRQ(ierr);
7755   ierr = PetscFree(olengths_vals);CHKERRQ(ierr);
7756   ierr = PetscFree(olengths_idxs);CHKERRQ(ierr);
7757   ierr = PetscFree(onodes);CHKERRQ(ierr);
7758   if (nis) {
7759     ierr = PetscFree(ilengths_idxs_is);CHKERRQ(ierr);
7760     ierr = PetscFree(olengths_idxs_is);CHKERRQ(ierr);
7761     ierr = PetscFree(onodes_is);CHKERRQ(ierr);
7762   }
7763   ierr = PetscSubcommDestroy(&subcomm);CHKERRQ(ierr);
7764   if (destroy_mat) { /* destroy mat is true only if restrict comm is true and process will not partecipate */
7765     ierr = MatDestroy(mat_n);CHKERRQ(ierr);
7766     for (i=0;i<nis;i++) {
7767       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7768     }
7769     if (nvecs) { /* need to match VecDestroy nnsp_vec called in the other code path */
7770       ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
7771     }
7772     *mat_n = NULL;
7773   }
7774   PetscFunctionReturn(0);
7775 }
7776 
7777 /* temporary hack into ksp private data structure */
7778 #include <petsc/private/kspimpl.h>
7779 
7780 PetscErrorCode PCBDDCSetUpCoarseSolver(PC pc,PetscScalar* coarse_submat_vals)
7781 {
7782   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
7783   PC_IS                  *pcis = (PC_IS*)pc->data;
7784   Mat                    coarse_mat,coarse_mat_is,coarse_submat_dense;
7785   Mat                    coarsedivudotp = NULL;
7786   Mat                    coarseG,t_coarse_mat_is;
7787   MatNullSpace           CoarseNullSpace = NULL;
7788   ISLocalToGlobalMapping coarse_islg;
7789   IS                     coarse_is,*isarray;
7790   PetscInt               i,im_active=-1,active_procs=-1;
7791   PetscInt               nis,nisdofs,nisneu,nisvert;
7792   PetscInt               coarse_eqs_per_proc;
7793   PC                     pc_temp;
7794   PCType                 coarse_pc_type;
7795   KSPType                coarse_ksp_type;
7796   PetscBool              multilevel_requested,multilevel_allowed;
7797   PetscBool              coarse_reuse;
7798   PetscInt               ncoarse,nedcfield;
7799   PetscBool              compute_vecs = PETSC_FALSE;
7800   PetscScalar            *array;
7801   MatReuse               coarse_mat_reuse;
7802   PetscBool              restr, full_restr, have_void;
7803   PetscMPIInt            size;
7804   PetscErrorCode         ierr;
7805 
7806   PetscFunctionBegin;
7807   ierr = PetscLogEventBegin(PC_BDDC_CoarseSetUp[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
7808   /* Assign global numbering to coarse dofs */
7809   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 */
7810     PetscInt ocoarse_size;
7811     compute_vecs = PETSC_TRUE;
7812 
7813     pcbddc->new_primal_space = PETSC_TRUE;
7814     ocoarse_size = pcbddc->coarse_size;
7815     ierr = PetscFree(pcbddc->global_primal_indices);CHKERRQ(ierr);
7816     ierr = PCBDDCComputePrimalNumbering(pc,&pcbddc->coarse_size,&pcbddc->global_primal_indices);CHKERRQ(ierr);
7817     /* see if we can avoid some work */
7818     if (pcbddc->coarse_ksp) { /* coarse ksp has already been created */
7819       /* if the coarse size is different or we are using adaptive selection, better to not reuse the coarse matrix */
7820       if (ocoarse_size != pcbddc->coarse_size || pcbddc->adaptive_selection) {
7821         ierr = KSPReset(pcbddc->coarse_ksp);CHKERRQ(ierr);
7822         coarse_reuse = PETSC_FALSE;
7823       } else { /* we can safely reuse already computed coarse matrix */
7824         coarse_reuse = PETSC_TRUE;
7825       }
7826     } else { /* there's no coarse ksp, so we need to create the coarse matrix too */
7827       coarse_reuse = PETSC_FALSE;
7828     }
7829     /* reset any subassembling information */
7830     if (!coarse_reuse || pcbddc->recompute_topography) {
7831       ierr = ISDestroy(&pcbddc->coarse_subassembling);CHKERRQ(ierr);
7832     }
7833   } else { /* primal space is unchanged, so we can reuse coarse matrix */
7834     coarse_reuse = PETSC_TRUE;
7835   }
7836   /* assemble coarse matrix */
7837   if (coarse_reuse && pcbddc->coarse_ksp) {
7838     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
7839     ierr = PetscObjectReference((PetscObject)coarse_mat);CHKERRQ(ierr);
7840     coarse_mat_reuse = MAT_REUSE_MATRIX;
7841   } else {
7842     coarse_mat = NULL;
7843     coarse_mat_reuse = MAT_INITIAL_MATRIX;
7844   }
7845 
7846   /* creates temporary l2gmap and IS for coarse indexes */
7847   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcbddc->local_primal_size,pcbddc->global_primal_indices,PETSC_COPY_VALUES,&coarse_is);CHKERRQ(ierr);
7848   ierr = ISLocalToGlobalMappingCreateIS(coarse_is,&coarse_islg);CHKERRQ(ierr);
7849 
7850   /* creates temporary MATIS object for coarse matrix */
7851   ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcbddc->local_primal_size,pcbddc->local_primal_size,NULL,&coarse_submat_dense);CHKERRQ(ierr);
7852   ierr = MatDenseGetArray(coarse_submat_dense,&array);CHKERRQ(ierr);
7853   ierr = PetscMemcpy(array,coarse_submat_vals,sizeof(*coarse_submat_vals)*pcbddc->local_primal_size*pcbddc->local_primal_size);CHKERRQ(ierr);
7854   ierr = MatDenseRestoreArray(coarse_submat_dense,&array);CHKERRQ(ierr);
7855   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);
7856   ierr = MatISSetLocalMat(t_coarse_mat_is,coarse_submat_dense);CHKERRQ(ierr);
7857   ierr = MatAssemblyBegin(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7858   ierr = MatAssemblyEnd(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7859   ierr = MatDestroy(&coarse_submat_dense);CHKERRQ(ierr);
7860 
7861   /* count "active" (i.e. with positive local size) and "void" processes */
7862   im_active = !!(pcis->n);
7863   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7864 
7865   /* determine number of processes partecipating to coarse solver and compute subassembling pattern */
7866   /* restr : whether if we want to exclude senders (which are not receivers) from the subassembling pattern */
7867   /* full_restr : just use the receivers from the subassembling pattern */
7868   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)pc),&size);CHKERRQ(ierr);
7869   coarse_mat_is        = NULL;
7870   multilevel_allowed   = PETSC_FALSE;
7871   multilevel_requested = PETSC_FALSE;
7872   coarse_eqs_per_proc  = PetscMin(PetscMax(pcbddc->coarse_size,1),pcbddc->coarse_eqs_per_proc);
7873   if (pcbddc->current_level < pcbddc->max_levels) multilevel_requested = PETSC_TRUE;
7874   if (pcbddc->coarse_size <= pcbddc->coarse_eqs_limit) multilevel_requested = PETSC_FALSE;
7875   if (multilevel_requested) {
7876     ncoarse    = active_procs/pcbddc->coarsening_ratio;
7877     restr      = PETSC_FALSE;
7878     full_restr = PETSC_FALSE;
7879   } else {
7880     ncoarse    = pcbddc->coarse_size/coarse_eqs_per_proc + !!(pcbddc->coarse_size%coarse_eqs_per_proc);
7881     restr      = PETSC_TRUE;
7882     full_restr = PETSC_TRUE;
7883   }
7884   if (!pcbddc->coarse_size || size == 1) multilevel_allowed = multilevel_requested = restr = full_restr = PETSC_FALSE;
7885   ncoarse = PetscMax(1,ncoarse);
7886   if (!pcbddc->coarse_subassembling) {
7887     if (pcbddc->coarsening_ratio > 1) {
7888       if (multilevel_requested) {
7889         ierr = PCBDDCMatISGetSubassemblingPattern(pc->pmat,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
7890       } else {
7891         ierr = PCBDDCMatISGetSubassemblingPattern(t_coarse_mat_is,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
7892       }
7893     } else {
7894       PetscMPIInt rank;
7895       ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)pc),&rank);CHKERRQ(ierr);
7896       have_void = (active_procs == (PetscInt)size) ? PETSC_FALSE : PETSC_TRUE;
7897       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),1,rank,1,&pcbddc->coarse_subassembling);CHKERRQ(ierr);
7898     }
7899   } else { /* if a subassembling pattern exists, then we can reuse the coarse ksp and compute the number of process involved */
7900     PetscInt    psum;
7901     if (pcbddc->coarse_ksp) psum = 1;
7902     else psum = 0;
7903     ierr = MPIU_Allreduce(&psum,&ncoarse,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7904     if (ncoarse < size) have_void = PETSC_TRUE;
7905   }
7906   /* determine if we can go multilevel */
7907   if (multilevel_requested) {
7908     if (ncoarse > 1) multilevel_allowed = PETSC_TRUE; /* found enough processes */
7909     else restr = full_restr = PETSC_TRUE; /* 1 subdomain, use a direct solver */
7910   }
7911   if (multilevel_allowed && have_void) restr = PETSC_TRUE;
7912 
7913   /* dump subassembling pattern */
7914   if (pcbddc->dbg_flag && multilevel_allowed) {
7915     ierr = ISView(pcbddc->coarse_subassembling,pcbddc->dbg_viewer);CHKERRQ(ierr);
7916   }
7917 
7918   /* compute dofs splitting and neumann boundaries for coarse dofs */
7919   nedcfield = -1;
7920   if (multilevel_allowed && !coarse_reuse && (pcbddc->n_ISForDofsLocal || pcbddc->NeumannBoundariesLocal || pcbddc->nedclocal)) { /* protects from unneded computations */
7921     PetscInt               *tidxs,*tidxs2,nout,tsize,i;
7922     const PetscInt         *idxs;
7923     ISLocalToGlobalMapping tmap;
7924 
7925     /* create map between primal indices (in local representative ordering) and local primal numbering */
7926     ierr = ISLocalToGlobalMappingCreate(PETSC_COMM_SELF,1,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,PETSC_COPY_VALUES,&tmap);CHKERRQ(ierr);
7927     /* allocate space for temporary storage */
7928     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs);CHKERRQ(ierr);
7929     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs2);CHKERRQ(ierr);
7930     /* allocate for IS array */
7931     nisdofs = pcbddc->n_ISForDofsLocal;
7932     if (pcbddc->nedclocal) {
7933       if (pcbddc->nedfield > -1) {
7934         nedcfield = pcbddc->nedfield;
7935       } else {
7936         nedcfield = 0;
7937         if (nisdofs) SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"This should not happen (%D)",nisdofs);
7938         nisdofs = 1;
7939       }
7940     }
7941     nisneu = !!pcbddc->NeumannBoundariesLocal;
7942     nisvert = 0; /* nisvert is not used */
7943     nis = nisdofs + nisneu + nisvert;
7944     ierr = PetscMalloc1(nis,&isarray);CHKERRQ(ierr);
7945     /* dofs splitting */
7946     for (i=0;i<nisdofs;i++) {
7947       /* ierr = ISView(pcbddc->ISForDofsLocal[i],0);CHKERRQ(ierr); */
7948       if (nedcfield != i) {
7949         ierr = ISGetLocalSize(pcbddc->ISForDofsLocal[i],&tsize);CHKERRQ(ierr);
7950         ierr = ISGetIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
7951         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7952         ierr = ISRestoreIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
7953       } else {
7954         ierr = ISGetLocalSize(pcbddc->nedclocal,&tsize);CHKERRQ(ierr);
7955         ierr = ISGetIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
7956         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7957         if (tsize != nout) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Failed when mapping coarse nedelec field! %D != %D",tsize,nout);
7958         ierr = ISRestoreIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
7959       }
7960       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
7961       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
7962       /* ierr = ISView(isarray[i],0);CHKERRQ(ierr); */
7963     }
7964     /* neumann boundaries */
7965     if (pcbddc->NeumannBoundariesLocal) {
7966       /* ierr = ISView(pcbddc->NeumannBoundariesLocal,0);CHKERRQ(ierr); */
7967       ierr = ISGetLocalSize(pcbddc->NeumannBoundariesLocal,&tsize);CHKERRQ(ierr);
7968       ierr = ISGetIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
7969       ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7970       ierr = ISRestoreIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
7971       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
7972       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[nisdofs]);CHKERRQ(ierr);
7973       /* ierr = ISView(isarray[nisdofs],0);CHKERRQ(ierr); */
7974     }
7975     /* free memory */
7976     ierr = PetscFree(tidxs);CHKERRQ(ierr);
7977     ierr = PetscFree(tidxs2);CHKERRQ(ierr);
7978     ierr = ISLocalToGlobalMappingDestroy(&tmap);CHKERRQ(ierr);
7979   } else {
7980     nis = 0;
7981     nisdofs = 0;
7982     nisneu = 0;
7983     nisvert = 0;
7984     isarray = NULL;
7985   }
7986   /* destroy no longer needed map */
7987   ierr = ISLocalToGlobalMappingDestroy(&coarse_islg);CHKERRQ(ierr);
7988 
7989   /* subassemble */
7990   if (multilevel_allowed) {
7991     Vec       vp[1];
7992     PetscInt  nvecs = 0;
7993     PetscBool reuse,reuser;
7994 
7995     if (coarse_mat) reuse = PETSC_TRUE;
7996     else reuse = PETSC_FALSE;
7997     ierr = MPIU_Allreduce(&reuse,&reuser,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7998     vp[0] = NULL;
7999     if (pcbddc->benign_have_null) { /* propagate no-net-flux quadrature to coarser level */
8000       ierr = VecCreate(PetscObjectComm((PetscObject)pc),&vp[0]);CHKERRQ(ierr);
8001       ierr = VecSetSizes(vp[0],pcbddc->local_primal_size,PETSC_DECIDE);CHKERRQ(ierr);
8002       ierr = VecSetType(vp[0],VECSTANDARD);CHKERRQ(ierr);
8003       nvecs = 1;
8004 
8005       if (pcbddc->divudotp) {
8006         Mat      B,loc_divudotp;
8007         Vec      v,p;
8008         IS       dummy;
8009         PetscInt np;
8010 
8011         ierr = MatISGetLocalMat(pcbddc->divudotp,&loc_divudotp);CHKERRQ(ierr);
8012         ierr = MatGetSize(loc_divudotp,&np,NULL);CHKERRQ(ierr);
8013         ierr = ISCreateStride(PETSC_COMM_SELF,np,0,1,&dummy);CHKERRQ(ierr);
8014         ierr = MatCreateSubMatrix(loc_divudotp,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B);CHKERRQ(ierr);
8015         ierr = MatCreateVecs(B,&v,&p);CHKERRQ(ierr);
8016         ierr = VecSet(p,1.);CHKERRQ(ierr);
8017         ierr = MatMultTranspose(B,p,v);CHKERRQ(ierr);
8018         ierr = VecDestroy(&p);CHKERRQ(ierr);
8019         ierr = MatDestroy(&B);CHKERRQ(ierr);
8020         ierr = VecGetArray(vp[0],&array);CHKERRQ(ierr);
8021         ierr = VecPlaceArray(pcbddc->vec1_P,array);CHKERRQ(ierr);
8022         ierr = VecRestoreArray(vp[0],&array);CHKERRQ(ierr);
8023         ierr = MatMultTranspose(pcbddc->coarse_phi_B,v,pcbddc->vec1_P);CHKERRQ(ierr);
8024         ierr = VecResetArray(pcbddc->vec1_P);CHKERRQ(ierr);
8025         ierr = ISDestroy(&dummy);CHKERRQ(ierr);
8026         ierr = VecDestroy(&v);CHKERRQ(ierr);
8027       }
8028     }
8029     if (reuser) {
8030       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_TRUE,&coarse_mat,nis,isarray,nvecs,vp);CHKERRQ(ierr);
8031     } else {
8032       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,nis,isarray,nvecs,vp);CHKERRQ(ierr);
8033     }
8034     if (vp[0]) { /* vp[0] could have been placed on a different set of processes */
8035       PetscScalar *arraym,*arrayv;
8036       PetscInt    nl;
8037       ierr = VecGetLocalSize(vp[0],&nl);CHKERRQ(ierr);
8038       ierr = MatCreateSeqDense(PETSC_COMM_SELF,1,nl,NULL,&coarsedivudotp);CHKERRQ(ierr);
8039       ierr = MatDenseGetArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
8040       ierr = VecGetArray(vp[0],&arrayv);CHKERRQ(ierr);
8041       ierr = PetscMemcpy(arraym,arrayv,nl*sizeof(PetscScalar));CHKERRQ(ierr);
8042       ierr = VecRestoreArray(vp[0],&arrayv);CHKERRQ(ierr);
8043       ierr = MatDenseRestoreArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
8044       ierr = VecDestroy(&vp[0]);CHKERRQ(ierr);
8045     } else {
8046       ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,0,0,1,NULL,&coarsedivudotp);CHKERRQ(ierr);
8047     }
8048   } else {
8049     ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,0,NULL,0,NULL);CHKERRQ(ierr);
8050   }
8051   if (coarse_mat_is || coarse_mat) {
8052     PetscMPIInt size;
8053     ierr = MPI_Comm_size(PetscObjectComm((PetscObject)coarse_mat_is),&size);CHKERRQ(ierr);
8054     if (!multilevel_allowed) {
8055       ierr = MatConvert(coarse_mat_is,MATAIJ,coarse_mat_reuse,&coarse_mat);CHKERRQ(ierr);
8056     } else {
8057       Mat A;
8058 
8059       /* if this matrix is present, it means we are not reusing the coarse matrix */
8060       if (coarse_mat_is) {
8061         if (coarse_mat) SETERRQ(PetscObjectComm((PetscObject)coarse_mat_is),PETSC_ERR_PLIB,"This should not happen");
8062         ierr = PetscObjectReference((PetscObject)coarse_mat_is);CHKERRQ(ierr);
8063         coarse_mat = coarse_mat_is;
8064       }
8065       /* be sure we don't have MatSeqDENSE as local mat */
8066       ierr = MatISGetLocalMat(coarse_mat,&A);CHKERRQ(ierr);
8067       ierr = MatConvert(A,MATSEQAIJ,MAT_INPLACE_MATRIX,&A);CHKERRQ(ierr);
8068     }
8069   }
8070   ierr = MatDestroy(&t_coarse_mat_is);CHKERRQ(ierr);
8071   ierr = MatDestroy(&coarse_mat_is);CHKERRQ(ierr);
8072 
8073   /* create local to global scatters for coarse problem */
8074   if (compute_vecs) {
8075     PetscInt lrows;
8076     ierr = VecDestroy(&pcbddc->coarse_vec);CHKERRQ(ierr);
8077     if (coarse_mat) {
8078       ierr = MatGetLocalSize(coarse_mat,&lrows,NULL);CHKERRQ(ierr);
8079     } else {
8080       lrows = 0;
8081     }
8082     ierr = VecCreate(PetscObjectComm((PetscObject)pc),&pcbddc->coarse_vec);CHKERRQ(ierr);
8083     ierr = VecSetSizes(pcbddc->coarse_vec,lrows,PETSC_DECIDE);CHKERRQ(ierr);
8084     ierr = VecSetType(pcbddc->coarse_vec,coarse_mat ? coarse_mat->defaultvectype : VECSTANDARD);CHKERRQ(ierr);
8085     ierr = VecScatterDestroy(&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
8086     ierr = VecScatterCreateWithData(pcbddc->vec1_P,NULL,pcbddc->coarse_vec,coarse_is,&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
8087   }
8088   ierr = ISDestroy(&coarse_is);CHKERRQ(ierr);
8089 
8090   /* set defaults for coarse KSP and PC */
8091   if (multilevel_allowed) {
8092     coarse_ksp_type = KSPRICHARDSON;
8093     coarse_pc_type  = PCBDDC;
8094   } else {
8095     coarse_ksp_type = KSPPREONLY;
8096     coarse_pc_type  = PCREDUNDANT;
8097   }
8098 
8099   /* print some info if requested */
8100   if (pcbddc->dbg_flag) {
8101     if (!multilevel_allowed) {
8102       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
8103       if (multilevel_requested) {
8104         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);
8105       } else if (pcbddc->max_levels) {
8106         ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Maximum number of requested levels reached (%D)\n",pcbddc->max_levels);CHKERRQ(ierr);
8107       }
8108       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8109     }
8110   }
8111 
8112   /* communicate coarse discrete gradient */
8113   coarseG = NULL;
8114   if (pcbddc->nedcG && multilevel_allowed) {
8115     MPI_Comm ccomm;
8116     if (coarse_mat) {
8117       ccomm = PetscObjectComm((PetscObject)coarse_mat);
8118     } else {
8119       ccomm = MPI_COMM_NULL;
8120     }
8121     ierr = MatMPIAIJRestrict(pcbddc->nedcG,ccomm,&coarseG);CHKERRQ(ierr);
8122   }
8123 
8124   /* create the coarse KSP object only once with defaults */
8125   if (coarse_mat) {
8126     PetscBool   isredundant,isnn,isbddc;
8127     PetscViewer dbg_viewer = NULL;
8128 
8129     if (pcbddc->dbg_flag) {
8130       dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)coarse_mat));
8131       ierr = PetscViewerASCIIAddTab(dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
8132     }
8133     if (!pcbddc->coarse_ksp) {
8134       char   prefix[256],str_level[16];
8135       size_t len;
8136 
8137       ierr = KSPCreate(PetscObjectComm((PetscObject)coarse_mat),&pcbddc->coarse_ksp);CHKERRQ(ierr);
8138       ierr = KSPSetErrorIfNotConverged(pcbddc->coarse_ksp,pc->erroriffailure);CHKERRQ(ierr);
8139       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->coarse_ksp,(PetscObject)pc,1);CHKERRQ(ierr);
8140       ierr = KSPSetTolerances(pcbddc->coarse_ksp,PETSC_DEFAULT,PETSC_DEFAULT,PETSC_DEFAULT,1);CHKERRQ(ierr);
8141       ierr = KSPSetOperators(pcbddc->coarse_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
8142       ierr = KSPSetType(pcbddc->coarse_ksp,coarse_ksp_type);CHKERRQ(ierr);
8143       ierr = KSPSetNormType(pcbddc->coarse_ksp,KSP_NORM_NONE);CHKERRQ(ierr);
8144       ierr = KSPGetPC(pcbddc->coarse_ksp,&pc_temp);CHKERRQ(ierr);
8145       /* TODO is this logic correct? should check for coarse_mat type */
8146       ierr = PCSetType(pc_temp,coarse_pc_type);CHKERRQ(ierr);
8147       /* prefix */
8148       ierr = PetscStrcpy(prefix,"");CHKERRQ(ierr);
8149       ierr = PetscStrcpy(str_level,"");CHKERRQ(ierr);
8150       if (!pcbddc->current_level) {
8151         ierr = PetscStrncpy(prefix,((PetscObject)pc)->prefix,sizeof(prefix));CHKERRQ(ierr);
8152         ierr = PetscStrlcat(prefix,"pc_bddc_coarse_",sizeof(prefix));CHKERRQ(ierr);
8153       } else {
8154         ierr = PetscStrlen(((PetscObject)pc)->prefix,&len);CHKERRQ(ierr);
8155         if (pcbddc->current_level>1) len -= 3; /* remove "lX_" with X level number */
8156         if (pcbddc->current_level>10) len -= 1; /* remove another char from level number */
8157         /* Nonstandard use of PetscStrncpy() to copy only a portion of the string */
8158         ierr = PetscStrncpy(prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
8159         ierr = PetscSNPrintf(str_level,sizeof(str_level),"l%d_",(int)(pcbddc->current_level));CHKERRQ(ierr);
8160         ierr = PetscStrlcat(prefix,str_level,sizeof(prefix));CHKERRQ(ierr);
8161       }
8162       ierr = KSPSetOptionsPrefix(pcbddc->coarse_ksp,prefix);CHKERRQ(ierr);
8163       /* propagate BDDC info to the next level (these are dummy calls if pc_temp is not of type PCBDDC) */
8164       ierr = PCBDDCSetLevel(pc_temp,pcbddc->current_level+1);CHKERRQ(ierr);
8165       ierr = PCBDDCSetCoarseningRatio(pc_temp,pcbddc->coarsening_ratio);CHKERRQ(ierr);
8166       ierr = PCBDDCSetLevels(pc_temp,pcbddc->max_levels);CHKERRQ(ierr);
8167       /* allow user customization */
8168       ierr = KSPSetFromOptions(pcbddc->coarse_ksp);CHKERRQ(ierr);
8169       /* get some info after set from options */
8170       ierr = KSPGetPC(pcbddc->coarse_ksp,&pc_temp);CHKERRQ(ierr);
8171       /* multilevel cannot be done with coarse PCs different from BDDC or NN */
8172       ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
8173       ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCNN,&isnn);CHKERRQ(ierr);
8174       if (multilevel_allowed && !isbddc && !isnn) {
8175         isbddc = PETSC_TRUE;
8176         ierr   = PCSetType(pc_temp,PCBDDC);CHKERRQ(ierr);
8177         ierr   = PCBDDCSetLevel(pc_temp,pcbddc->current_level+1);CHKERRQ(ierr);
8178         ierr   = PCBDDCSetCoarseningRatio(pc_temp,pcbddc->coarsening_ratio);CHKERRQ(ierr);
8179         ierr   = PCBDDCSetLevels(pc_temp,pcbddc->max_levels);CHKERRQ(ierr);
8180       }
8181     }
8182     /* propagate BDDC info to the next level (these are dummy calls if pc_temp is not of type PCBDDC) */
8183     ierr = KSPGetPC(pcbddc->coarse_ksp,&pc_temp);CHKERRQ(ierr);
8184     if (nisdofs) {
8185       ierr = PCBDDCSetDofsSplitting(pc_temp,nisdofs,isarray);CHKERRQ(ierr);
8186       for (i=0;i<nisdofs;i++) {
8187         ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
8188       }
8189     }
8190     if (nisneu) {
8191       ierr = PCBDDCSetNeumannBoundaries(pc_temp,isarray[nisdofs]);CHKERRQ(ierr);
8192       ierr = ISDestroy(&isarray[nisdofs]);CHKERRQ(ierr);
8193     }
8194     if (nisvert) {
8195       ierr = PCBDDCSetPrimalVerticesIS(pc_temp,isarray[nis-1]);CHKERRQ(ierr);
8196       ierr = ISDestroy(&isarray[nis-1]);CHKERRQ(ierr);
8197     }
8198     if (coarseG) {
8199       ierr = PCBDDCSetDiscreteGradient(pc_temp,coarseG,1,nedcfield,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
8200     }
8201 
8202     /* get some info after set from options */
8203     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
8204     /* multilevel can only be requested via -pc_bddc_levels or PCBDDCSetLevels */
8205     if (isbddc && !multilevel_allowed) {
8206       ierr   = PCSetType(pc_temp,coarse_pc_type);CHKERRQ(ierr);
8207       isbddc = PETSC_FALSE;
8208     }
8209     /* multilevel cannot be done with coarse PCs different from BDDC or NN */
8210     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCNN,&isnn);CHKERRQ(ierr);
8211     if (multilevel_requested && multilevel_allowed && !isbddc && !isnn) {
8212       ierr   = PCSetType(pc_temp,PCBDDC);CHKERRQ(ierr);
8213       isbddc = PETSC_TRUE;
8214     }
8215     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCREDUNDANT,&isredundant);CHKERRQ(ierr);
8216     if (isredundant) {
8217       KSP inner_ksp;
8218       PC  inner_pc;
8219 
8220       ierr = PCRedundantGetKSP(pc_temp,&inner_ksp);CHKERRQ(ierr);
8221       ierr = KSPGetPC(inner_ksp,&inner_pc);CHKERRQ(ierr);
8222     }
8223 
8224     /* parameters which miss an API */
8225     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
8226     if (isbddc) {
8227       PC_BDDC* pcbddc_coarse = (PC_BDDC*)pc_temp->data;
8228 
8229       pcbddc_coarse->detect_disconnected = PETSC_TRUE;
8230       pcbddc_coarse->coarse_eqs_per_proc = pcbddc->coarse_eqs_per_proc;
8231       pcbddc_coarse->coarse_eqs_limit    = pcbddc->coarse_eqs_limit;
8232       pcbddc_coarse->benign_saddle_point = pcbddc->benign_have_null;
8233       if (pcbddc_coarse->benign_saddle_point) {
8234         Mat                    coarsedivudotp_is;
8235         ISLocalToGlobalMapping l2gmap,rl2g,cl2g;
8236         IS                     row,col;
8237         const PetscInt         *gidxs;
8238         PetscInt               n,st,M,N;
8239 
8240         ierr = MatGetSize(coarsedivudotp,&n,NULL);CHKERRQ(ierr);
8241         ierr = MPI_Scan(&n,&st,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)coarse_mat));CHKERRQ(ierr);
8242         st   = st-n;
8243         ierr = ISCreateStride(PetscObjectComm((PetscObject)coarse_mat),1,st,1,&row);CHKERRQ(ierr);
8244         ierr = MatGetLocalToGlobalMapping(coarse_mat,&l2gmap,NULL);CHKERRQ(ierr);
8245         ierr = ISLocalToGlobalMappingGetSize(l2gmap,&n);CHKERRQ(ierr);
8246         ierr = ISLocalToGlobalMappingGetIndices(l2gmap,&gidxs);CHKERRQ(ierr);
8247         ierr = ISCreateGeneral(PetscObjectComm((PetscObject)coarse_mat),n,gidxs,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
8248         ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap,&gidxs);CHKERRQ(ierr);
8249         ierr = ISLocalToGlobalMappingCreateIS(row,&rl2g);CHKERRQ(ierr);
8250         ierr = ISLocalToGlobalMappingCreateIS(col,&cl2g);CHKERRQ(ierr);
8251         ierr = ISGetSize(row,&M);CHKERRQ(ierr);
8252         ierr = MatGetSize(coarse_mat,&N,NULL);CHKERRQ(ierr);
8253         ierr = ISDestroy(&row);CHKERRQ(ierr);
8254         ierr = ISDestroy(&col);CHKERRQ(ierr);
8255         ierr = MatCreate(PetscObjectComm((PetscObject)coarse_mat),&coarsedivudotp_is);CHKERRQ(ierr);
8256         ierr = MatSetType(coarsedivudotp_is,MATIS);CHKERRQ(ierr);
8257         ierr = MatSetSizes(coarsedivudotp_is,PETSC_DECIDE,PETSC_DECIDE,M,N);CHKERRQ(ierr);
8258         ierr = MatSetLocalToGlobalMapping(coarsedivudotp_is,rl2g,cl2g);CHKERRQ(ierr);
8259         ierr = ISLocalToGlobalMappingDestroy(&rl2g);CHKERRQ(ierr);
8260         ierr = ISLocalToGlobalMappingDestroy(&cl2g);CHKERRQ(ierr);
8261         ierr = MatISSetLocalMat(coarsedivudotp_is,coarsedivudotp);CHKERRQ(ierr);
8262         ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
8263         ierr = PCBDDCSetDivergenceMat(pc_temp,coarsedivudotp_is,PETSC_FALSE,NULL);CHKERRQ(ierr);
8264         ierr = MatDestroy(&coarsedivudotp_is);CHKERRQ(ierr);
8265         pcbddc_coarse->adaptive_userdefined = PETSC_TRUE;
8266         if (pcbddc->adaptive_threshold[0] == 0.0) pcbddc_coarse->deluxe_zerorows = PETSC_TRUE;
8267       }
8268     }
8269 
8270     /* propagate symmetry info of coarse matrix */
8271     ierr = MatSetOption(coarse_mat,MAT_STRUCTURALLY_SYMMETRIC,PETSC_TRUE);CHKERRQ(ierr);
8272     if (pc->pmat->symmetric_set) {
8273       ierr = MatSetOption(coarse_mat,MAT_SYMMETRIC,pc->pmat->symmetric);CHKERRQ(ierr);
8274     }
8275     if (pc->pmat->hermitian_set) {
8276       ierr = MatSetOption(coarse_mat,MAT_HERMITIAN,pc->pmat->hermitian);CHKERRQ(ierr);
8277     }
8278     if (pc->pmat->spd_set) {
8279       ierr = MatSetOption(coarse_mat,MAT_SPD,pc->pmat->spd);CHKERRQ(ierr);
8280     }
8281     if (pcbddc->benign_saddle_point && !pcbddc->benign_have_null) {
8282       ierr = MatSetOption(coarse_mat,MAT_SPD,PETSC_TRUE);CHKERRQ(ierr);
8283     }
8284     /* set operators */
8285     ierr = MatViewFromOptions(coarse_mat,(PetscObject)pc,"-pc_bddc_coarse_mat_view");CHKERRQ(ierr);
8286     ierr = MatSetOptionsPrefix(coarse_mat,((PetscObject)pcbddc->coarse_ksp)->prefix);CHKERRQ(ierr);
8287     ierr = KSPSetOperators(pcbddc->coarse_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
8288     if (pcbddc->dbg_flag) {
8289       ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
8290     }
8291   }
8292   ierr = MatDestroy(&coarseG);CHKERRQ(ierr);
8293   ierr = PetscFree(isarray);CHKERRQ(ierr);
8294 #if 0
8295   {
8296     PetscViewer viewer;
8297     char filename[256];
8298     sprintf(filename,"coarse_mat_level%d.m",pcbddc->current_level);
8299     ierr = PetscViewerASCIIOpen(PetscObjectComm((PetscObject)coarse_mat),filename,&viewer);CHKERRQ(ierr);
8300     ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
8301     ierr = MatView(coarse_mat,viewer);CHKERRQ(ierr);
8302     ierr = PetscViewerPopFormat(viewer);CHKERRQ(ierr);
8303     ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
8304   }
8305 #endif
8306 
8307   if (pcbddc->coarse_ksp) {
8308     Vec crhs,csol;
8309 
8310     ierr = KSPGetSolution(pcbddc->coarse_ksp,&csol);CHKERRQ(ierr);
8311     ierr = KSPGetRhs(pcbddc->coarse_ksp,&crhs);CHKERRQ(ierr);
8312     if (!csol) {
8313       ierr = MatCreateVecs(coarse_mat,&((pcbddc->coarse_ksp)->vec_sol),NULL);CHKERRQ(ierr);
8314     }
8315     if (!crhs) {
8316       ierr = MatCreateVecs(coarse_mat,NULL,&((pcbddc->coarse_ksp)->vec_rhs));CHKERRQ(ierr);
8317     }
8318   }
8319   ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
8320 
8321   /* compute null space for coarse solver if the benign trick has been requested */
8322   if (pcbddc->benign_null) {
8323 
8324     ierr = VecSet(pcbddc->vec1_P,0.);CHKERRQ(ierr);
8325     for (i=0;i<pcbddc->benign_n;i++) {
8326       ierr = VecSetValue(pcbddc->vec1_P,pcbddc->local_primal_size-pcbddc->benign_n+i,1.0,INSERT_VALUES);CHKERRQ(ierr);
8327     }
8328     ierr = VecAssemblyBegin(pcbddc->vec1_P);CHKERRQ(ierr);
8329     ierr = VecAssemblyEnd(pcbddc->vec1_P);CHKERRQ(ierr);
8330     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8331     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8332     if (coarse_mat) {
8333       Vec         nullv;
8334       PetscScalar *array,*array2;
8335       PetscInt    nl;
8336 
8337       ierr = MatCreateVecs(coarse_mat,&nullv,NULL);CHKERRQ(ierr);
8338       ierr = VecGetLocalSize(nullv,&nl);CHKERRQ(ierr);
8339       ierr = VecGetArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8340       ierr = VecGetArray(nullv,&array2);CHKERRQ(ierr);
8341       ierr = PetscMemcpy(array2,array,nl*sizeof(*array));CHKERRQ(ierr);
8342       ierr = VecRestoreArray(nullv,&array2);CHKERRQ(ierr);
8343       ierr = VecRestoreArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8344       ierr = VecNormalize(nullv,NULL);CHKERRQ(ierr);
8345       ierr = MatNullSpaceCreate(PetscObjectComm((PetscObject)coarse_mat),PETSC_FALSE,1,&nullv,&CoarseNullSpace);CHKERRQ(ierr);
8346       ierr = VecDestroy(&nullv);CHKERRQ(ierr);
8347     }
8348   }
8349   ierr = PetscLogEventEnd(PC_BDDC_CoarseSetUp[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
8350 
8351   ierr = PetscLogEventBegin(PC_BDDC_CoarseSolver[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
8352   if (pcbddc->coarse_ksp) {
8353     PetscBool ispreonly;
8354 
8355     if (CoarseNullSpace) {
8356       PetscBool isnull;
8357       ierr = MatNullSpaceTest(CoarseNullSpace,coarse_mat,&isnull);CHKERRQ(ierr);
8358       if (isnull) {
8359         ierr = MatSetNullSpace(coarse_mat,CoarseNullSpace);CHKERRQ(ierr);
8360       }
8361       /* TODO: add local nullspaces (if any) */
8362     }
8363     /* setup coarse ksp */
8364     ierr = KSPSetUp(pcbddc->coarse_ksp);CHKERRQ(ierr);
8365     /* Check coarse problem if in debug mode or if solving with an iterative method */
8366     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->coarse_ksp,KSPPREONLY,&ispreonly);CHKERRQ(ierr);
8367     if (pcbddc->dbg_flag || (!ispreonly && pcbddc->use_coarse_estimates) ) {
8368       KSP       check_ksp;
8369       KSPType   check_ksp_type;
8370       PC        check_pc;
8371       Vec       check_vec,coarse_vec;
8372       PetscReal abs_infty_error,infty_error,lambda_min=1.0,lambda_max=1.0;
8373       PetscInt  its;
8374       PetscBool compute_eigs;
8375       PetscReal *eigs_r,*eigs_c;
8376       PetscInt  neigs;
8377       const char *prefix;
8378 
8379       /* Create ksp object suitable for estimation of extreme eigenvalues */
8380       ierr = KSPCreate(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),&check_ksp);CHKERRQ(ierr);
8381       ierr = PetscObjectIncrementTabLevel((PetscObject)check_ksp,(PetscObject)pcbddc->coarse_ksp,0);CHKERRQ(ierr);
8382       ierr = KSPSetErrorIfNotConverged(pcbddc->coarse_ksp,PETSC_FALSE);CHKERRQ(ierr);
8383       ierr = KSPSetOperators(check_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
8384       ierr = KSPSetTolerances(check_ksp,1.e-12,1.e-12,PETSC_DEFAULT,pcbddc->coarse_size);CHKERRQ(ierr);
8385       /* prevent from setup unneeded object */
8386       ierr = KSPGetPC(check_ksp,&check_pc);CHKERRQ(ierr);
8387       ierr = PCSetType(check_pc,PCNONE);CHKERRQ(ierr);
8388       if (ispreonly) {
8389         check_ksp_type = KSPPREONLY;
8390         compute_eigs = PETSC_FALSE;
8391       } else {
8392         check_ksp_type = KSPGMRES;
8393         compute_eigs = PETSC_TRUE;
8394       }
8395       ierr = KSPSetType(check_ksp,check_ksp_type);CHKERRQ(ierr);
8396       ierr = KSPSetComputeSingularValues(check_ksp,compute_eigs);CHKERRQ(ierr);
8397       ierr = KSPSetComputeEigenvalues(check_ksp,compute_eigs);CHKERRQ(ierr);
8398       ierr = KSPGMRESSetRestart(check_ksp,pcbddc->coarse_size+1);CHKERRQ(ierr);
8399       ierr = KSPGetOptionsPrefix(pcbddc->coarse_ksp,&prefix);CHKERRQ(ierr);
8400       ierr = KSPSetOptionsPrefix(check_ksp,prefix);CHKERRQ(ierr);
8401       ierr = KSPAppendOptionsPrefix(check_ksp,"check_");CHKERRQ(ierr);
8402       ierr = KSPSetFromOptions(check_ksp);CHKERRQ(ierr);
8403       ierr = KSPSetUp(check_ksp);CHKERRQ(ierr);
8404       ierr = KSPGetPC(pcbddc->coarse_ksp,&check_pc);CHKERRQ(ierr);
8405       ierr = KSPSetPC(check_ksp,check_pc);CHKERRQ(ierr);
8406       /* create random vec */
8407       ierr = MatCreateVecs(coarse_mat,&coarse_vec,&check_vec);CHKERRQ(ierr);
8408       ierr = VecSetRandom(check_vec,NULL);CHKERRQ(ierr);
8409       ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8410       /* solve coarse problem */
8411       ierr = KSPSolve(check_ksp,coarse_vec,coarse_vec);CHKERRQ(ierr);
8412       /* set eigenvalue estimation if preonly has not been requested */
8413       if (compute_eigs) {
8414         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_r);CHKERRQ(ierr);
8415         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_c);CHKERRQ(ierr);
8416         ierr = KSPComputeEigenvalues(check_ksp,pcbddc->coarse_size+1,eigs_r,eigs_c,&neigs);CHKERRQ(ierr);
8417         if (neigs) {
8418           lambda_max = eigs_r[neigs-1];
8419           lambda_min = eigs_r[0];
8420           if (pcbddc->use_coarse_estimates) {
8421             if (lambda_max>=lambda_min) { /* using PETSC_SMALL since lambda_max == lambda_min is not allowed by KSPChebyshevSetEigenvalues */
8422               ierr = KSPChebyshevSetEigenvalues(pcbddc->coarse_ksp,lambda_max+PETSC_SMALL,lambda_min);CHKERRQ(ierr);
8423               ierr = KSPRichardsonSetScale(pcbddc->coarse_ksp,2.0/(lambda_max+lambda_min));CHKERRQ(ierr);
8424             }
8425           }
8426         }
8427       }
8428 
8429       /* check coarse problem residual error */
8430       if (pcbddc->dbg_flag) {
8431         PetscViewer dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)pcbddc->coarse_ksp));
8432         ierr = PetscViewerASCIIAddTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8433         ierr = VecAXPY(check_vec,-1.0,coarse_vec);CHKERRQ(ierr);
8434         ierr = VecNorm(check_vec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
8435         ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8436         ierr = VecNorm(coarse_vec,NORM_INFINITY,&abs_infty_error);CHKERRQ(ierr);
8437         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem details (use estimates %d)\n",pcbddc->use_coarse_estimates);CHKERRQ(ierr);
8438         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(pcbddc->coarse_ksp),dbg_viewer);CHKERRQ(ierr);
8439         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(check_pc),dbg_viewer);CHKERRQ(ierr);
8440         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem exact infty_error   : %1.6e\n",infty_error);CHKERRQ(ierr);
8441         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem residual infty_error: %1.6e\n",abs_infty_error);CHKERRQ(ierr);
8442         if (CoarseNullSpace) {
8443           ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem is singular\n");CHKERRQ(ierr);
8444         }
8445         if (compute_eigs) {
8446           PetscReal          lambda_max_s,lambda_min_s;
8447           KSPConvergedReason reason;
8448           ierr = KSPGetType(check_ksp,&check_ksp_type);CHKERRQ(ierr);
8449           ierr = KSPGetIterationNumber(check_ksp,&its);CHKERRQ(ierr);
8450           ierr = KSPGetConvergedReason(check_ksp,&reason);CHKERRQ(ierr);
8451           ierr = KSPComputeExtremeSingularValues(check_ksp,&lambda_max_s,&lambda_min_s);CHKERRQ(ierr);
8452           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);
8453           for (i=0;i<neigs;i++) {
8454             ierr = PetscViewerASCIIPrintf(dbg_viewer,"%1.6e %1.6ei\n",eigs_r[i],eigs_c[i]);CHKERRQ(ierr);
8455           }
8456         }
8457         ierr = PetscViewerFlush(dbg_viewer);CHKERRQ(ierr);
8458         ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8459       }
8460       ierr = VecDestroy(&check_vec);CHKERRQ(ierr);
8461       ierr = VecDestroy(&coarse_vec);CHKERRQ(ierr);
8462       ierr = KSPDestroy(&check_ksp);CHKERRQ(ierr);
8463       if (compute_eigs) {
8464         ierr = PetscFree(eigs_r);CHKERRQ(ierr);
8465         ierr = PetscFree(eigs_c);CHKERRQ(ierr);
8466       }
8467     }
8468   }
8469   ierr = MatNullSpaceDestroy(&CoarseNullSpace);CHKERRQ(ierr);
8470   /* print additional info */
8471   if (pcbddc->dbg_flag) {
8472     /* waits until all processes reaches this point */
8473     ierr = PetscBarrier((PetscObject)pc);CHKERRQ(ierr);
8474     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Coarse solver setup completed at level %D\n",pcbddc->current_level);CHKERRQ(ierr);
8475     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8476   }
8477 
8478   /* free memory */
8479   ierr = MatDestroy(&coarse_mat);CHKERRQ(ierr);
8480   ierr = PetscLogEventEnd(PC_BDDC_CoarseSolver[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
8481   PetscFunctionReturn(0);
8482 }
8483 
8484 PetscErrorCode PCBDDCComputePrimalNumbering(PC pc,PetscInt* coarse_size_n,PetscInt** local_primal_indices_n)
8485 {
8486   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
8487   PC_IS*         pcis = (PC_IS*)pc->data;
8488   Mat_IS*        matis = (Mat_IS*)pc->pmat->data;
8489   IS             subset,subset_mult,subset_n;
8490   PetscInt       local_size,coarse_size=0;
8491   PetscInt       *local_primal_indices=NULL;
8492   const PetscInt *t_local_primal_indices;
8493   PetscErrorCode ierr;
8494 
8495   PetscFunctionBegin;
8496   /* Compute global number of coarse dofs */
8497   if (pcbddc->local_primal_size && !pcbddc->local_primal_ref_node) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"BDDC ConstraintsSetUp should be called first");
8498   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&subset_n);CHKERRQ(ierr);
8499   ierr = ISLocalToGlobalMappingApplyIS(pcis->mapping,subset_n,&subset);CHKERRQ(ierr);
8500   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8501   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_mult,PETSC_COPY_VALUES,&subset_mult);CHKERRQ(ierr);
8502   ierr = ISRenumber(subset,subset_mult,&coarse_size,&subset_n);CHKERRQ(ierr);
8503   ierr = ISDestroy(&subset);CHKERRQ(ierr);
8504   ierr = ISDestroy(&subset_mult);CHKERRQ(ierr);
8505   ierr = ISGetLocalSize(subset_n,&local_size);CHKERRQ(ierr);
8506   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);
8507   ierr = PetscMalloc1(local_size,&local_primal_indices);CHKERRQ(ierr);
8508   ierr = ISGetIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8509   ierr = PetscMemcpy(local_primal_indices,t_local_primal_indices,local_size*sizeof(PetscInt));CHKERRQ(ierr);
8510   ierr = ISRestoreIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8511   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8512 
8513   /* check numbering */
8514   if (pcbddc->dbg_flag) {
8515     PetscScalar coarsesum,*array,*array2;
8516     PetscInt    i;
8517     PetscBool   set_error = PETSC_FALSE,set_error_reduced = PETSC_FALSE;
8518 
8519     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8520     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
8521     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check coarse indices\n");CHKERRQ(ierr);
8522     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8523     /* counter */
8524     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8525     ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
8526     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8527     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8528     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8529     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8530     ierr = VecSet(pcis->vec1_N,0.0);CHKERRQ(ierr);
8531     for (i=0;i<pcbddc->local_primal_size;i++) {
8532       ierr = VecSetValue(pcis->vec1_N,pcbddc->primal_indices_local_idxs[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
8533     }
8534     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8535     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8536     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8537     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8538     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8539     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8540     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8541     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8542     ierr = VecGetArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8543     for (i=0;i<pcis->n;i++) {
8544       if (array[i] != 0.0 && array[i] != array2[i]) {
8545         PetscInt owned = (PetscInt)PetscRealPart(array[i]),gi;
8546         PetscInt neigh = (PetscInt)PetscRealPart(array2[i]);
8547         set_error = PETSC_TRUE;
8548         ierr = ISLocalToGlobalMappingApply(pcis->mapping,1,&i,&gi);CHKERRQ(ierr);
8549         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);
8550       }
8551     }
8552     ierr = VecRestoreArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8553     ierr = MPIU_Allreduce(&set_error,&set_error_reduced,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8554     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8555     for (i=0;i<pcis->n;i++) {
8556       if (PetscRealPart(array[i]) > 0.0) array[i] = 1.0/PetscRealPart(array[i]);
8557     }
8558     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8559     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8560     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8561     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8562     ierr = VecSum(pcis->vec1_global,&coarsesum);CHKERRQ(ierr);
8563     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Size of coarse problem is %D (%lf)\n",coarse_size,PetscRealPart(coarsesum));CHKERRQ(ierr);
8564     if (pcbddc->dbg_flag > 1 || set_error_reduced) {
8565       PetscInt *gidxs;
8566 
8567       ierr = PetscMalloc1(pcbddc->local_primal_size,&gidxs);CHKERRQ(ierr);
8568       ierr = ISLocalToGlobalMappingApply(pcis->mapping,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,gidxs);CHKERRQ(ierr);
8569       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Distribution of local primal indices\n");CHKERRQ(ierr);
8570       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8571       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
8572       for (i=0;i<pcbddc->local_primal_size;i++) {
8573         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);
8574       }
8575       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8576       ierr = PetscFree(gidxs);CHKERRQ(ierr);
8577     }
8578     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8579     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8580     if (set_error_reduced) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"BDDC Numbering of coarse dofs failed");
8581   }
8582 
8583   /* get back data */
8584   *coarse_size_n = coarse_size;
8585   *local_primal_indices_n = local_primal_indices;
8586   PetscFunctionReturn(0);
8587 }
8588 
8589 PetscErrorCode PCBDDCGlobalToLocal(VecScatter g2l_ctx,Vec gwork, Vec lwork, IS globalis, IS* localis)
8590 {
8591   IS             localis_t;
8592   PetscInt       i,lsize,*idxs,n;
8593   PetscScalar    *vals;
8594   PetscErrorCode ierr;
8595 
8596   PetscFunctionBegin;
8597   /* get indices in local ordering exploiting local to global map */
8598   ierr = ISGetLocalSize(globalis,&lsize);CHKERRQ(ierr);
8599   ierr = PetscMalloc1(lsize,&vals);CHKERRQ(ierr);
8600   for (i=0;i<lsize;i++) vals[i] = 1.0;
8601   ierr = ISGetIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
8602   ierr = VecSet(gwork,0.0);CHKERRQ(ierr);
8603   ierr = VecSet(lwork,0.0);CHKERRQ(ierr);
8604   if (idxs) { /* multilevel guard */
8605     ierr = VecSetOption(gwork,VEC_IGNORE_NEGATIVE_INDICES,PETSC_TRUE);CHKERRQ(ierr);
8606     ierr = VecSetValues(gwork,lsize,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
8607   }
8608   ierr = VecAssemblyBegin(gwork);CHKERRQ(ierr);
8609   ierr = ISRestoreIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
8610   ierr = PetscFree(vals);CHKERRQ(ierr);
8611   ierr = VecAssemblyEnd(gwork);CHKERRQ(ierr);
8612   /* now compute set in local ordering */
8613   ierr = VecScatterBegin(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8614   ierr = VecScatterEnd(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8615   ierr = VecGetArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
8616   ierr = VecGetSize(lwork,&n);CHKERRQ(ierr);
8617   for (i=0,lsize=0;i<n;i++) {
8618     if (PetscRealPart(vals[i]) > 0.5) {
8619       lsize++;
8620     }
8621   }
8622   ierr = PetscMalloc1(lsize,&idxs);CHKERRQ(ierr);
8623   for (i=0,lsize=0;i<n;i++) {
8624     if (PetscRealPart(vals[i]) > 0.5) {
8625       idxs[lsize++] = i;
8626     }
8627   }
8628   ierr = VecRestoreArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
8629   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)gwork),lsize,idxs,PETSC_OWN_POINTER,&localis_t);CHKERRQ(ierr);
8630   *localis = localis_t;
8631   PetscFunctionReturn(0);
8632 }
8633 
8634 PetscErrorCode PCBDDCSetUpSubSchurs(PC pc)
8635 {
8636   PC_IS               *pcis=(PC_IS*)pc->data;
8637   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8638   PCBDDCSubSchurs     sub_schurs=pcbddc->sub_schurs;
8639   Mat                 S_j;
8640   PetscInt            *used_xadj,*used_adjncy;
8641   PetscBool           free_used_adj;
8642   PetscErrorCode      ierr;
8643 
8644   PetscFunctionBegin;
8645   ierr = PetscLogEventBegin(PC_BDDC_Schurs[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
8646   /* decide the adjacency to be used for determining internal problems for local schur on subsets */
8647   free_used_adj = PETSC_FALSE;
8648   if (pcbddc->sub_schurs_layers == -1) {
8649     used_xadj = NULL;
8650     used_adjncy = NULL;
8651   } else {
8652     if (pcbddc->sub_schurs_use_useradj && pcbddc->mat_graph->xadj) {
8653       used_xadj = pcbddc->mat_graph->xadj;
8654       used_adjncy = pcbddc->mat_graph->adjncy;
8655     } else if (pcbddc->computed_rowadj) {
8656       used_xadj = pcbddc->mat_graph->xadj;
8657       used_adjncy = pcbddc->mat_graph->adjncy;
8658     } else {
8659       PetscBool      flg_row=PETSC_FALSE;
8660       const PetscInt *xadj,*adjncy;
8661       PetscInt       nvtxs;
8662 
8663       ierr = MatGetRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
8664       if (flg_row) {
8665         ierr = PetscMalloc2(nvtxs+1,&used_xadj,xadj[nvtxs],&used_adjncy);CHKERRQ(ierr);
8666         ierr = PetscMemcpy(used_xadj,xadj,(nvtxs+1)*sizeof(*xadj));CHKERRQ(ierr);
8667         ierr = PetscMemcpy(used_adjncy,adjncy,(xadj[nvtxs])*sizeof(*adjncy));CHKERRQ(ierr);
8668         free_used_adj = PETSC_TRUE;
8669       } else {
8670         pcbddc->sub_schurs_layers = -1;
8671         used_xadj = NULL;
8672         used_adjncy = NULL;
8673       }
8674       ierr = MatRestoreRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
8675     }
8676   }
8677 
8678   /* setup sub_schurs data */
8679   ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
8680   if (!sub_schurs->schur_explicit) {
8681     /* pcbddc->ksp_D up to date only if not using MatFactor with Schur complement support */
8682     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
8683     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);
8684   } else {
8685     Mat       change = NULL;
8686     Vec       scaling = NULL;
8687     IS        change_primal = NULL, iP;
8688     PetscInt  benign_n;
8689     PetscBool reuse_solvers = (PetscBool)!pcbddc->use_change_of_basis;
8690     PetscBool isseqaij,need_change = PETSC_FALSE;
8691     PetscBool discrete_harmonic = PETSC_FALSE;
8692 
8693     if (!pcbddc->use_vertices && reuse_solvers) {
8694       PetscInt n_vertices;
8695 
8696       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
8697       reuse_solvers = (PetscBool)!n_vertices;
8698     }
8699     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->local_mat,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
8700     if (!isseqaij) {
8701       Mat_IS* matis = (Mat_IS*)pc->pmat->data;
8702       if (matis->A == pcbddc->local_mat) {
8703         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
8704         ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
8705       } else {
8706         ierr = MatConvert(pcbddc->local_mat,MATSEQAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
8707       }
8708     }
8709     if (!pcbddc->benign_change_explicit) {
8710       benign_n = pcbddc->benign_n;
8711     } else {
8712       benign_n = 0;
8713     }
8714     /* sub_schurs->change is a local object; instead, PCBDDCConstraintsSetUp and the quantities used in the test below are logically collective on pc.
8715        We need a global reduction to avoid possible deadlocks.
8716        We assume that sub_schurs->change is created once, and then reused for different solves, unless the topography has been recomputed */
8717     if (pcbddc->adaptive_userdefined || (pcbddc->deluxe_zerorows && !pcbddc->use_change_of_basis)) {
8718       PetscBool have_loc_change = (PetscBool)(!!sub_schurs->change);
8719       ierr = MPIU_Allreduce(&have_loc_change,&need_change,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8720       need_change = (PetscBool)(!need_change);
8721     }
8722     /* If the user defines additional constraints, we import them here.
8723        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 */
8724     if (need_change) {
8725       PC_IS   *pcisf;
8726       PC_BDDC *pcbddcf;
8727       PC      pcf;
8728 
8729       if (pcbddc->sub_schurs_rebuild) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Cannot compute change of basis with a different graph");
8730       ierr = PCCreate(PetscObjectComm((PetscObject)pc),&pcf);CHKERRQ(ierr);
8731       ierr = PCSetOperators(pcf,pc->mat,pc->pmat);CHKERRQ(ierr);
8732       ierr = PCSetType(pcf,PCBDDC);CHKERRQ(ierr);
8733 
8734       /* hacks */
8735       pcisf                        = (PC_IS*)pcf->data;
8736       pcisf->is_B_local            = pcis->is_B_local;
8737       pcisf->vec1_N                = pcis->vec1_N;
8738       pcisf->BtoNmap               = pcis->BtoNmap;
8739       pcisf->n                     = pcis->n;
8740       pcisf->n_B                   = pcis->n_B;
8741       pcbddcf                      = (PC_BDDC*)pcf->data;
8742       ierr                         = PetscFree(pcbddcf->mat_graph);CHKERRQ(ierr);
8743       pcbddcf->mat_graph           = pcbddc->mat_graph;
8744       pcbddcf->use_faces           = PETSC_TRUE;
8745       pcbddcf->use_change_of_basis = PETSC_TRUE;
8746       pcbddcf->use_change_on_faces = PETSC_TRUE;
8747       pcbddcf->use_qr_single       = PETSC_TRUE;
8748       pcbddcf->fake_change         = PETSC_TRUE;
8749 
8750       /* setup constraints so that we can get information on primal vertices and change of basis (in local numbering) */
8751       ierr = PCBDDCConstraintsSetUp(pcf);CHKERRQ(ierr);
8752       sub_schurs->change_with_qr = pcbddcf->use_qr_single;
8753       ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddcf->n_vertices,pcbddcf->local_primal_ref_node,PETSC_COPY_VALUES,&change_primal);CHKERRQ(ierr);
8754       change = pcbddcf->ConstraintMatrix;
8755       pcbddcf->ConstraintMatrix = NULL;
8756 
8757       /* free unneeded memory allocated in PCBDDCConstraintsSetUp */
8758       ierr = PetscFree(pcbddcf->sub_schurs);CHKERRQ(ierr);
8759       ierr = MatNullSpaceDestroy(&pcbddcf->onearnullspace);CHKERRQ(ierr);
8760       ierr = PetscFree2(pcbddcf->local_primal_ref_node,pcbddcf->local_primal_ref_mult);CHKERRQ(ierr);
8761       ierr = PetscFree(pcbddcf->primal_indices_local_idxs);CHKERRQ(ierr);
8762       ierr = PetscFree(pcbddcf->onearnullvecs_state);CHKERRQ(ierr);
8763       ierr = PetscFree(pcf->data);CHKERRQ(ierr);
8764       pcf->ops->destroy = NULL;
8765       pcf->ops->reset   = NULL;
8766       ierr = PCDestroy(&pcf);CHKERRQ(ierr);
8767     }
8768     if (!pcbddc->use_deluxe_scaling) scaling = pcis->D;
8769 
8770     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
8771     if (iP) {
8772       ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)iP),sub_schurs->prefix,"BDDC sub_schurs options","PC");CHKERRQ(ierr);
8773       ierr = PetscOptionsBool("-sub_schurs_discrete_harmonic",NULL,NULL,discrete_harmonic,&discrete_harmonic,NULL);CHKERRQ(ierr);
8774       ierr = PetscOptionsEnd();CHKERRQ(ierr);
8775     }
8776     if (discrete_harmonic) {
8777       Mat A;
8778       ierr = MatDuplicate(pcbddc->local_mat,MAT_COPY_VALUES,&A);CHKERRQ(ierr);
8779       ierr = MatZeroRowsColumnsIS(A,iP,1.0,NULL,NULL);CHKERRQ(ierr);
8780       ierr = PetscObjectCompose((PetscObject)A,"__KSPFETIDP_iP",(PetscObject)iP);CHKERRQ(ierr);
8781       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);
8782       ierr = MatDestroy(&A);CHKERRQ(ierr);
8783     } else {
8784       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);
8785     }
8786     ierr = MatDestroy(&change);CHKERRQ(ierr);
8787     ierr = ISDestroy(&change_primal);CHKERRQ(ierr);
8788   }
8789   ierr = MatDestroy(&S_j);CHKERRQ(ierr);
8790 
8791   /* free adjacency */
8792   if (free_used_adj) {
8793     ierr = PetscFree2(used_xadj,used_adjncy);CHKERRQ(ierr);
8794   }
8795   ierr = PetscLogEventEnd(PC_BDDC_Schurs[pcbddc->current_level],pc,0,0,0);CHKERRQ(ierr);
8796   PetscFunctionReturn(0);
8797 }
8798 
8799 PetscErrorCode PCBDDCInitSubSchurs(PC pc)
8800 {
8801   PC_IS               *pcis=(PC_IS*)pc->data;
8802   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8803   PCBDDCGraph         graph;
8804   PetscErrorCode      ierr;
8805 
8806   PetscFunctionBegin;
8807   /* attach interface graph for determining subsets */
8808   if (pcbddc->sub_schurs_rebuild) { /* in case rebuild has been requested, it uses a graph generated only by the neighbouring information */
8809     IS       verticesIS,verticescomm;
8810     PetscInt vsize,*idxs;
8811 
8812     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
8813     ierr = ISGetSize(verticesIS,&vsize);CHKERRQ(ierr);
8814     ierr = ISGetIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
8815     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),vsize,idxs,PETSC_COPY_VALUES,&verticescomm);CHKERRQ(ierr);
8816     ierr = ISRestoreIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
8817     ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
8818     ierr = PCBDDCGraphCreate(&graph);CHKERRQ(ierr);
8819     ierr = PCBDDCGraphInit(graph,pcbddc->mat_graph->l2gmap,pcbddc->mat_graph->nvtxs_global,pcbddc->graphmaxcount);CHKERRQ(ierr);
8820     ierr = PCBDDCGraphSetUp(graph,pcbddc->mat_graph->custom_minimal_size,NULL,pcbddc->DirichletBoundariesLocal,0,NULL,verticescomm);CHKERRQ(ierr);
8821     ierr = ISDestroy(&verticescomm);CHKERRQ(ierr);
8822     ierr = PCBDDCGraphComputeConnectedComponents(graph);CHKERRQ(ierr);
8823   } else {
8824     graph = pcbddc->mat_graph;
8825   }
8826   /* print some info */
8827   if (pcbddc->dbg_flag && !pcbddc->sub_schurs_rebuild) {
8828     IS       vertices;
8829     PetscInt nv,nedges,nfaces;
8830     ierr = PCBDDCGraphASCIIView(graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
8831     ierr = PCBDDCGraphGetCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
8832     ierr = ISGetSize(vertices,&nv);CHKERRQ(ierr);
8833     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8834     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
8835     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%D)\n",PetscGlobalRank,(int)nv,pcbddc->use_vertices);CHKERRQ(ierr);
8836     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%D)\n",PetscGlobalRank,(int)nedges,pcbddc->use_edges);CHKERRQ(ierr);
8837     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%D)\n",PetscGlobalRank,(int)nfaces,pcbddc->use_faces);CHKERRQ(ierr);
8838     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8839     ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8840     ierr = PCBDDCGraphRestoreCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
8841   }
8842 
8843   /* sub_schurs init */
8844   if (!pcbddc->sub_schurs) {
8845     ierr = PCBDDCSubSchursCreate(&pcbddc->sub_schurs);CHKERRQ(ierr);
8846   }
8847   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);
8848 
8849   /* free graph struct */
8850   if (pcbddc->sub_schurs_rebuild) {
8851     ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
8852   }
8853   PetscFunctionReturn(0);
8854 }
8855 
8856 PetscErrorCode PCBDDCCheckOperator(PC pc)
8857 {
8858   PC_IS               *pcis=(PC_IS*)pc->data;
8859   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8860   PetscErrorCode      ierr;
8861 
8862   PetscFunctionBegin;
8863   if (pcbddc->n_vertices == pcbddc->local_primal_size) {
8864     IS             zerodiag = NULL;
8865     Mat            S_j,B0_B=NULL;
8866     Vec            dummy_vec=NULL,vec_check_B,vec_scale_P;
8867     PetscScalar    *p0_check,*array,*array2;
8868     PetscReal      norm;
8869     PetscInt       i;
8870 
8871     /* B0 and B0_B */
8872     if (zerodiag) {
8873       IS       dummy;
8874 
8875       ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&dummy);CHKERRQ(ierr);
8876       ierr = MatCreateSubMatrix(pcbddc->benign_B0,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
8877       ierr = MatCreateVecs(B0_B,NULL,&dummy_vec);CHKERRQ(ierr);
8878       ierr = ISDestroy(&dummy);CHKERRQ(ierr);
8879     }
8880     /* I need a primal vector to scale primal nodes since BDDC sums contibutions */
8881     ierr = VecDuplicate(pcbddc->vec1_P,&vec_scale_P);CHKERRQ(ierr);
8882     ierr = VecSet(pcbddc->vec1_P,1.0);CHKERRQ(ierr);
8883     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8884     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8885     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8886     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8887     ierr = VecReciprocal(vec_scale_P);CHKERRQ(ierr);
8888     /* S_j */
8889     ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
8890     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
8891 
8892     /* mimic vector in \widetilde{W}_\Gamma */
8893     ierr = VecSetRandom(pcis->vec1_N,NULL);CHKERRQ(ierr);
8894     /* continuous in primal space */
8895     ierr = VecSetRandom(pcbddc->coarse_vec,NULL);CHKERRQ(ierr);
8896     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8897     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8898     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8899     ierr = PetscCalloc1(pcbddc->benign_n,&p0_check);CHKERRQ(ierr);
8900     for (i=0;i<pcbddc->benign_n;i++) p0_check[i] = array[pcbddc->local_primal_size-pcbddc->benign_n+i];
8901     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
8902     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8903     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8904     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8905     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8906     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8907     ierr = VecDuplicate(pcis->vec2_B,&vec_check_B);CHKERRQ(ierr);
8908     ierr = VecCopy(pcis->vec2_B,vec_check_B);CHKERRQ(ierr);
8909 
8910     /* assemble rhs for coarse problem */
8911     /* widetilde{S}_\Gamma w_\Gamma + \widetilde{B0}^T_B p0 */
8912     /* local with Schur */
8913     ierr = MatMult(S_j,pcis->vec2_B,pcis->vec1_B);CHKERRQ(ierr);
8914     if (zerodiag) {
8915       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
8916       for (i=0;i<pcbddc->benign_n;i++) array[i] = p0_check[i];
8917       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
8918       ierr = MatMultTransposeAdd(B0_B,dummy_vec,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
8919     }
8920     /* sum on primal nodes the local contributions */
8921     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8922     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8923     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8924     ierr = VecGetArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
8925     for (i=0;i<pcbddc->local_primal_size;i++) array2[i] = array[pcbddc->local_primal_ref_node[i]];
8926     ierr = VecRestoreArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
8927     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8928     ierr = VecSet(pcbddc->coarse_vec,0.);CHKERRQ(ierr);
8929     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8930     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8931     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8932     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8933     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8934     /* scale primal nodes (BDDC sums contibutions) */
8935     ierr = VecPointwiseMult(pcbddc->vec1_P,vec_scale_P,pcbddc->vec1_P);CHKERRQ(ierr);
8936     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
8937     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8938     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8939     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8940     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8941     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8942     /* global: \widetilde{B0}_B w_\Gamma */
8943     if (zerodiag) {
8944       ierr = MatMult(B0_B,pcis->vec2_B,dummy_vec);CHKERRQ(ierr);
8945       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
8946       for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = array[i];
8947       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
8948     }
8949     /* BDDC */
8950     ierr = VecSet(pcis->vec1_D,0.);CHKERRQ(ierr);
8951     ierr = PCBDDCApplyInterfacePreconditioner(pc,PETSC_FALSE);CHKERRQ(ierr);
8952 
8953     ierr = VecCopy(pcis->vec1_B,pcis->vec2_B);CHKERRQ(ierr);
8954     ierr = VecAXPY(pcis->vec1_B,-1.0,vec_check_B);CHKERRQ(ierr);
8955     ierr = VecNorm(pcis->vec1_B,NORM_INFINITY,&norm);CHKERRQ(ierr);
8956     ierr = PetscPrintf(PETSC_COMM_SELF,"[%d] BDDC local error is %1.4e\n",PetscGlobalRank,norm);CHKERRQ(ierr);
8957     for (i=0;i<pcbddc->benign_n;i++) {
8958       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);
8959     }
8960     ierr = PetscFree(p0_check);CHKERRQ(ierr);
8961     ierr = VecDestroy(&vec_scale_P);CHKERRQ(ierr);
8962     ierr = VecDestroy(&vec_check_B);CHKERRQ(ierr);
8963     ierr = VecDestroy(&dummy_vec);CHKERRQ(ierr);
8964     ierr = MatDestroy(&S_j);CHKERRQ(ierr);
8965     ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
8966   }
8967   PetscFunctionReturn(0);
8968 }
8969 
8970 #include <../src/mat/impls/aij/mpi/mpiaij.h>
8971 PetscErrorCode MatMPIAIJRestrict(Mat A, MPI_Comm ccomm, Mat *B)
8972 {
8973   Mat            At;
8974   IS             rows;
8975   PetscInt       rst,ren;
8976   PetscErrorCode ierr;
8977   PetscLayout    rmap;
8978 
8979   PetscFunctionBegin;
8980   rst = ren = 0;
8981   if (ccomm != MPI_COMM_NULL) {
8982     ierr = PetscLayoutCreate(ccomm,&rmap);CHKERRQ(ierr);
8983     ierr = PetscLayoutSetSize(rmap,A->rmap->N);CHKERRQ(ierr);
8984     ierr = PetscLayoutSetBlockSize(rmap,1);CHKERRQ(ierr);
8985     ierr = PetscLayoutSetUp(rmap);CHKERRQ(ierr);
8986     ierr = PetscLayoutGetRange(rmap,&rst,&ren);CHKERRQ(ierr);
8987   }
8988   ierr = ISCreateStride(PetscObjectComm((PetscObject)A),ren-rst,rst,1,&rows);CHKERRQ(ierr);
8989   ierr = MatCreateSubMatrix(A,rows,NULL,MAT_INITIAL_MATRIX,&At);CHKERRQ(ierr);
8990   ierr = ISDestroy(&rows);CHKERRQ(ierr);
8991 
8992   if (ccomm != MPI_COMM_NULL) {
8993     Mat_MPIAIJ *a,*b;
8994     IS         from,to;
8995     Vec        gvec;
8996     PetscInt   lsize;
8997 
8998     ierr = MatCreate(ccomm,B);CHKERRQ(ierr);
8999     ierr = MatSetSizes(*B,ren-rst,PETSC_DECIDE,PETSC_DECIDE,At->cmap->N);CHKERRQ(ierr);
9000     ierr = MatSetType(*B,MATAIJ);CHKERRQ(ierr);
9001     ierr = PetscLayoutDestroy(&((*B)->rmap));CHKERRQ(ierr);
9002     ierr = PetscLayoutSetUp((*B)->cmap);CHKERRQ(ierr);
9003     a    = (Mat_MPIAIJ*)At->data;
9004     b    = (Mat_MPIAIJ*)(*B)->data;
9005     ierr = MPI_Comm_size(ccomm,&b->size);CHKERRQ(ierr);
9006     ierr = MPI_Comm_rank(ccomm,&b->rank);CHKERRQ(ierr);
9007     ierr = PetscObjectReference((PetscObject)a->A);CHKERRQ(ierr);
9008     ierr = PetscObjectReference((PetscObject)a->B);CHKERRQ(ierr);
9009     b->A = a->A;
9010     b->B = a->B;
9011 
9012     b->donotstash      = a->donotstash;
9013     b->roworiented     = a->roworiented;
9014     b->rowindices      = 0;
9015     b->rowvalues       = 0;
9016     b->getrowactive    = PETSC_FALSE;
9017 
9018     (*B)->rmap         = rmap;
9019     (*B)->factortype   = A->factortype;
9020     (*B)->assembled    = PETSC_TRUE;
9021     (*B)->insertmode   = NOT_SET_VALUES;
9022     (*B)->preallocated = PETSC_TRUE;
9023 
9024     if (a->colmap) {
9025 #if defined(PETSC_USE_CTABLE)
9026       ierr = PetscTableCreateCopy(a->colmap,&b->colmap);CHKERRQ(ierr);
9027 #else
9028       ierr = PetscMalloc1(At->cmap->N,&b->colmap);CHKERRQ(ierr);
9029       ierr = PetscLogObjectMemory((PetscObject)*B,At->cmap->N*sizeof(PetscInt));CHKERRQ(ierr);
9030       ierr = PetscMemcpy(b->colmap,a->colmap,At->cmap->N*sizeof(PetscInt));CHKERRQ(ierr);
9031 #endif
9032     } else b->colmap = 0;
9033     if (a->garray) {
9034       PetscInt len;
9035       len  = a->B->cmap->n;
9036       ierr = PetscMalloc1(len+1,&b->garray);CHKERRQ(ierr);
9037       ierr = PetscLogObjectMemory((PetscObject)(*B),len*sizeof(PetscInt));CHKERRQ(ierr);
9038       if (len) { ierr = PetscMemcpy(b->garray,a->garray,len*sizeof(PetscInt));CHKERRQ(ierr); }
9039     } else b->garray = 0;
9040 
9041     ierr    = PetscObjectReference((PetscObject)a->lvec);CHKERRQ(ierr);
9042     b->lvec = a->lvec;
9043     ierr    = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->lvec);CHKERRQ(ierr);
9044 
9045     /* cannot use VecScatterCopy */
9046     ierr = VecGetLocalSize(b->lvec,&lsize);CHKERRQ(ierr);
9047     ierr = ISCreateGeneral(ccomm,lsize,b->garray,PETSC_USE_POINTER,&from);CHKERRQ(ierr);
9048     ierr = ISCreateStride(PETSC_COMM_SELF,lsize,0,1,&to);CHKERRQ(ierr);
9049     ierr = MatCreateVecs(*B,&gvec,NULL);CHKERRQ(ierr);
9050     ierr = VecScatterCreateWithData(gvec,from,b->lvec,to,&b->Mvctx);CHKERRQ(ierr);
9051     ierr = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->Mvctx);CHKERRQ(ierr);
9052     ierr = ISDestroy(&from);CHKERRQ(ierr);
9053     ierr = ISDestroy(&to);CHKERRQ(ierr);
9054     ierr = VecDestroy(&gvec);CHKERRQ(ierr);
9055   }
9056   ierr = MatDestroy(&At);CHKERRQ(ierr);
9057   PetscFunctionReturn(0);
9058 }
9059