xref: /petsc/src/ksp/pc/impls/bddc/bddcprivate.c (revision f72e1d794beb6e111ffcdcf7032cfb587762bde1)
1 #include <../src/mat/impls/aij/seq/aij.h>
2 #include <../src/ksp/pc/impls/bddc/bddc.h>
3 #include <../src/ksp/pc/impls/bddc/bddcprivate.h>
4 #include <petscdmplex.h>
5 #include <petscblaslapack.h>
6 #include <petsc/private/sfimpl.h>
7 #include <petsc/private/dmpleximpl.h>
8 
9 static PetscErrorCode MatMPIAIJRestrict(Mat,MPI_Comm,Mat*);
10 
11 /* if range is true,  it returns B s.t. span{B} = range(A)
12    if range is false, it returns B s.t. range(B) _|_ range(A) */
13 PetscErrorCode MatDenseOrthogonalRangeOrComplement(Mat A, PetscBool range, PetscInt lw, PetscScalar *work, PetscReal *rwork, Mat *B)
14 {
15 #if !defined(PETSC_USE_COMPLEX)
16   PetscScalar    *uwork,*data,*U, ds = 0.;
17   PetscReal      *sing;
18   PetscBLASInt   bM,bN,lwork,lierr,di = 1;
19   PetscInt       ulw,i,nr,nc,n;
20   PetscErrorCode ierr;
21 
22   PetscFunctionBegin;
23 #if defined(PETSC_MISSING_LAPACK_GESVD)
24   SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"LAPACK _GESVD not available");
25 #else
26   ierr = MatGetSize(A,&nr,&nc);CHKERRQ(ierr);
27   if (!nr || !nc) PetscFunctionReturn(0);
28 
29   /* workspace */
30   if (!work) {
31     ulw  = PetscMax(PetscMax(1,5*PetscMin(nr,nc)),3*PetscMin(nr,nc)+PetscMax(nr,nc));
32     ierr = PetscMalloc1(ulw,&uwork);CHKERRQ(ierr);
33   } else {
34     ulw   = lw;
35     uwork = work;
36   }
37   n = PetscMin(nr,nc);
38   if (!rwork) {
39     ierr = PetscMalloc1(n,&sing);CHKERRQ(ierr);
40   } else {
41     sing = rwork;
42   }
43 
44   /* SVD */
45   ierr = PetscMalloc1(nr*nr,&U);CHKERRQ(ierr);
46   ierr = PetscBLASIntCast(nr,&bM);CHKERRQ(ierr);
47   ierr = PetscBLASIntCast(nc,&bN);CHKERRQ(ierr);
48   ierr = PetscBLASIntCast(ulw,&lwork);CHKERRQ(ierr);
49   ierr = MatDenseGetArray(A,&data);CHKERRQ(ierr);
50   ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
51   PetscStackCallBLAS("LAPACKgesvd",LAPACKgesvd_("A","N",&bM,&bN,data,&bM,sing,U,&bM,&ds,&di,uwork,&lwork,&lierr));
52   ierr = PetscFPTrapPop();CHKERRQ(ierr);
53   if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GESVD Lapack routine %d",(int)lierr);
54   ierr = MatDenseRestoreArray(A,&data);CHKERRQ(ierr);
55   for (i=0;i<n;i++) if (sing[i] < PETSC_SMALL) break;
56   if (!rwork) {
57     ierr = PetscFree(sing);CHKERRQ(ierr);
58   }
59   if (!work) {
60     ierr = PetscFree(uwork);CHKERRQ(ierr);
61   }
62   /* create B */
63   if (!range) {
64     ierr = MatCreateSeqDense(PETSC_COMM_SELF,nr,nr-i,NULL,B);CHKERRQ(ierr);
65     ierr = MatDenseGetArray(*B,&data);CHKERRQ(ierr);
66     ierr = PetscMemcpy(data,U+nr*i,(nr-i)*nr*sizeof(PetscScalar));CHKERRQ(ierr);
67   } else {
68     ierr = MatCreateSeqDense(PETSC_COMM_SELF,nr,i,NULL,B);CHKERRQ(ierr);
69     ierr = MatDenseGetArray(*B,&data);CHKERRQ(ierr);
70     ierr = PetscMemcpy(data,U,i*nr*sizeof(PetscScalar));CHKERRQ(ierr);
71   }
72   ierr = MatDenseRestoreArray(*B,&data);CHKERRQ(ierr);
73   ierr = PetscFree(U);CHKERRQ(ierr);
74 #endif
75 #else /* PETSC_USE_COMPLEX */
76   PetscFunctionBegin;
77   SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not implemented for complexes");
78 #endif
79   PetscFunctionReturn(0);
80 }
81 
82 /* TODO REMOVE */
83 #if defined(PRINT_GDET)
84 static int inc = 0;
85 static int lev = 0;
86 #endif
87 
88 PetscErrorCode PCBDDCComputeNedelecChangeEdge(Mat lG, IS edge, IS extrow, IS extcol, IS corners, Mat* Gins, Mat* GKins, PetscScalar cvals[2], PetscScalar *work, PetscReal *rwork)
89 {
90   PetscErrorCode ierr;
91   Mat            GE,GEd;
92   PetscInt       rsize,csize,esize;
93   PetscScalar    *ptr;
94 
95   PetscFunctionBegin;
96   ierr = ISGetSize(edge,&esize);CHKERRQ(ierr);
97   if (!esize) PetscFunctionReturn(0);
98   ierr = ISGetSize(extrow,&rsize);CHKERRQ(ierr);
99   ierr = ISGetSize(extcol,&csize);CHKERRQ(ierr);
100 
101   /* gradients */
102   ptr  = work + 5*esize;
103   ierr = MatCreateSubMatrix(lG,extrow,extcol,MAT_INITIAL_MATRIX,&GE);CHKERRQ(ierr);
104   ierr = MatCreateSeqDense(PETSC_COMM_SELF,rsize,csize,ptr,Gins);CHKERRQ(ierr);
105   ierr = MatConvert(GE,MATSEQDENSE,MAT_REUSE_MATRIX,Gins);CHKERRQ(ierr);
106   ierr = MatDestroy(&GE);CHKERRQ(ierr);
107 
108   /* constants */
109   ptr += rsize*csize;
110   ierr = MatCreateSeqDense(PETSC_COMM_SELF,esize,csize,ptr,&GEd);CHKERRQ(ierr);
111   ierr = MatCreateSubMatrix(lG,edge,extcol,MAT_INITIAL_MATRIX,&GE);CHKERRQ(ierr);
112   ierr = MatConvert(GE,MATSEQDENSE,MAT_REUSE_MATRIX,&GEd);CHKERRQ(ierr);
113   ierr = MatDestroy(&GE);CHKERRQ(ierr);
114   ierr = MatDenseOrthogonalRangeOrComplement(GEd,PETSC_FALSE,5*esize,work,rwork,GKins);CHKERRQ(ierr);
115   ierr = MatDestroy(&GEd);CHKERRQ(ierr);
116 
117   if (corners) {
118     Mat            GEc;
119     PetscScalar    *vals,v;
120 
121     ierr = MatCreateSubMatrix(lG,edge,corners,MAT_INITIAL_MATRIX,&GEc);CHKERRQ(ierr);
122     ierr = MatTransposeMatMult(GEc,*GKins,MAT_INITIAL_MATRIX,1.0,&GEd);CHKERRQ(ierr);
123     ierr = MatDenseGetArray(GEd,&vals);CHKERRQ(ierr);
124     /* v    = PetscAbsScalar(vals[0]) */;
125     v    = 1.;
126     cvals[0] = vals[0]/v;
127     cvals[1] = vals[1]/v;
128     ierr = MatDenseRestoreArray(GEd,&vals);CHKERRQ(ierr);
129     ierr = MatScale(*GKins,1./v);CHKERRQ(ierr);
130 #if defined(PRINT_GDET)
131     {
132       PetscViewer viewer;
133       char filename[256];
134       sprintf(filename,"Gdet_l%d_r%d_cc%d.m",lev,PetscGlobalRank,inc++);
135       ierr = PetscViewerASCIIOpen(PETSC_COMM_SELF,filename,&viewer);CHKERRQ(ierr);
136       ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
137       ierr = PetscObjectSetName((PetscObject)GEc,"GEc");CHKERRQ(ierr);
138       ierr = MatView(GEc,viewer);CHKERRQ(ierr);
139       ierr = PetscObjectSetName((PetscObject)(*GKins),"GK");CHKERRQ(ierr);
140       ierr = MatView(*GKins,viewer);CHKERRQ(ierr);
141       ierr = PetscObjectSetName((PetscObject)GEd,"Gproj");CHKERRQ(ierr);
142       ierr = MatView(GEd,viewer);CHKERRQ(ierr);
143       ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
144     }
145 #endif
146     ierr = MatDestroy(&GEd);CHKERRQ(ierr);
147     ierr = MatDestroy(&GEc);CHKERRQ(ierr);
148   }
149 
150   PetscFunctionReturn(0);
151 }
152 
153 PetscErrorCode PCBDDCNedelecSupport(PC pc)
154 {
155   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
156   Mat_IS                 *matis = (Mat_IS*)pc->pmat->data;
157   Mat                    G,T,conn,lG,lGt,lGis,lGall,lGe,lGinit;
158   Vec                    tvec;
159   PetscSF                sfv;
160   ISLocalToGlobalMapping el2g,vl2g,fl2g,al2g;
161   MPI_Comm               comm;
162   IS                     lned,primals,allprimals,nedfieldlocal;
163   IS                     *eedges,*extrows,*extcols,*alleedges;
164   PetscBT                btv,bte,btvc,btb,btbd,btvcand,btvi,btee,bter;
165   PetscScalar            *vals,*work;
166   PetscReal              *rwork;
167   const PetscInt         *idxs,*ii,*jj,*iit,*jjt;
168   PetscInt               ne,nv,Lv,order,n,field;
169   PetscInt               n_neigh,*neigh,*n_shared,**shared;
170   PetscInt               i,j,extmem,cum,maxsize,nee;
171   PetscInt               *extrow,*extrowcum,*marks,*vmarks,*gidxs;
172   PetscInt               *sfvleaves,*sfvroots;
173   PetscInt               *corners,*cedges;
174   PetscInt               *ecount,**eneighs,*vcount,**vneighs;
175 #if defined(PETSC_USE_DEBUG)
176   PetscInt               *emarks;
177 #endif
178   PetscBool              print,eerr,done,lrc[2],conforming,global,singular,setprimal;
179   PetscErrorCode         ierr;
180 
181   PetscFunctionBegin;
182   /* If the discrete gradient is defined for a subset of dofs and global is true,
183      it assumes G is given in global ordering for all the dofs.
184      Otherwise, the ordering is global for the Nedelec field */
185   order      = pcbddc->nedorder;
186   conforming = pcbddc->conforming;
187   field      = pcbddc->nedfield;
188   global     = pcbddc->nedglobal;
189   setprimal  = PETSC_FALSE;
190   print      = PETSC_FALSE;
191   singular   = PETSC_FALSE;
192 
193   /* Command line customization */
194   ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC Nedelec options","PC");CHKERRQ(ierr);
195   ierr = PetscOptionsBool("-pc_bddc_nedelec_field_primal","All edge dofs set as primals: Toselli's algorithm C",NULL,setprimal,&setprimal,NULL);CHKERRQ(ierr);
196   ierr = PetscOptionsBool("-pc_bddc_nedelec_singular","Infer nullspace from discrete gradient",NULL,singular,&singular,NULL);CHKERRQ(ierr);
197   ierr = PetscOptionsInt("-pc_bddc_nedelec_order","Test variable order code (to be removed)",NULL,order,&order,NULL);CHKERRQ(ierr);
198   /* print debug info TODO: to be removed */
199   ierr = PetscOptionsBool("-pc_bddc_nedelec_print","Print debug info",NULL,print,&print,NULL);CHKERRQ(ierr);
200   ierr = PetscOptionsEnd();CHKERRQ(ierr);
201 
202   /* Return if there are no edges in the decomposition and the problem is not singular */
203   ierr = MatGetLocalToGlobalMapping(pc->pmat,&al2g,NULL);CHKERRQ(ierr);
204   ierr = ISLocalToGlobalMappingGetSize(al2g,&n);CHKERRQ(ierr);
205   ierr = PetscObjectGetComm((PetscObject)pc,&comm);CHKERRQ(ierr);
206   if (!singular) {
207     ierr   = VecGetArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
208     lrc[0] = PETSC_FALSE;
209     for (i=0;i<n;i++) {
210       if (PetscRealPart(vals[i]) > 2.) {
211         lrc[0] = PETSC_TRUE;
212         break;
213       }
214     }
215     ierr = VecRestoreArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
216     ierr = MPIU_Allreduce(&lrc[0],&lrc[1],1,MPIU_BOOL,MPI_LOR,comm);CHKERRQ(ierr);
217     if (!lrc[1]) PetscFunctionReturn(0);
218   }
219 
220   /* Get Nedelec field */
221   ierr = MatISSetUpSF(pc->pmat);CHKERRQ(ierr);
222   if (pcbddc->n_ISForDofsLocal && field >= pcbddc->n_ISForDofsLocal) SETERRQ2(comm,PETSC_ERR_USER,"Invalid field for Nedelec %d: number of fields is %d",field,pcbddc->n_ISForDofsLocal);
223   if (pcbddc->n_ISForDofsLocal && field >= 0) {
224     ierr          = PetscObjectReference((PetscObject)pcbddc->ISForDofsLocal[field]);CHKERRQ(ierr);
225     nedfieldlocal = pcbddc->ISForDofsLocal[field];
226     ierr          = ISGetLocalSize(nedfieldlocal,&ne);CHKERRQ(ierr);
227   } else if (!pcbddc->n_ISForDofsLocal && field != PETSC_DECIDE) {
228     ne            = n;
229     nedfieldlocal = NULL;
230     global        = PETSC_TRUE;
231   } else if (field == PETSC_DECIDE) {
232     PetscInt rst,ren,*idx;
233 
234     ierr = PetscMemzero(matis->sf_leafdata,n*sizeof(PetscInt));CHKERRQ(ierr);
235     ierr = PetscMemzero(matis->sf_rootdata,pc->pmat->rmap->n*sizeof(PetscInt));CHKERRQ(ierr);
236     ierr = MatGetOwnershipRange(pcbddc->discretegradient,&rst,&ren);CHKERRQ(ierr);
237     for (i=rst;i<ren;i++) {
238       PetscInt nc;
239 
240       ierr = MatGetRow(pcbddc->discretegradient,i,&nc,NULL,NULL);CHKERRQ(ierr);
241       if (nc > 1) matis->sf_rootdata[i-rst] = 1;
242       ierr = MatRestoreRow(pcbddc->discretegradient,i,&nc,NULL,NULL);CHKERRQ(ierr);
243     }
244     ierr = PetscSFBcastBegin(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
245     ierr = PetscSFBcastEnd(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
246     ierr = PetscMalloc1(n,&idx);CHKERRQ(ierr);
247     for (i=0,ne=0;i<n;i++) if (matis->sf_leafdata[i]) idx[ne++] = i;
248     ierr = ISCreateGeneral(comm,ne,idx,PETSC_OWN_POINTER,&nedfieldlocal);CHKERRQ(ierr);
249   } else {
250     SETERRQ(comm,PETSC_ERR_USER,"When multiple fields are present, the Nedelec field has to be specified");
251   }
252 
253   /* Sanity checks */
254   if (!order && !conforming) SETERRQ(comm,PETSC_ERR_SUP,"Variable order and non-conforming spaces are not supported at the same time");
255   if (pcbddc->user_ChangeOfBasisMatrix) SETERRQ(comm,PETSC_ERR_SUP,"Cannot generate Nedelec support with user defined change of basis");
256   if (order && ne%order) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_USER,"The number of local edge dofs %d it's not a multiple of the order %d",ne,order);
257 
258   /* Just set primal dofs and return */
259   if (setprimal) {
260     IS       enedfieldlocal;
261     PetscInt *eidxs;
262 
263     ierr = PetscMalloc1(ne,&eidxs);CHKERRQ(ierr);
264     ierr = VecGetArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
265     if (nedfieldlocal) {
266       ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
267       for (i=0,cum=0;i<ne;i++) {
268         if (PetscRealPart(vals[idxs[i]]) > 2.) {
269           eidxs[cum++] = idxs[i];
270         }
271       }
272       ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
273     } else {
274       for (i=0,cum=0;i<ne;i++) {
275         if (PetscRealPart(vals[i]) > 2.) {
276           eidxs[cum++] = i;
277         }
278       }
279     }
280     ierr = VecRestoreArrayRead(matis->counter,(const PetscScalar**)&vals);CHKERRQ(ierr);
281     ierr = ISCreateGeneral(comm,cum,eidxs,PETSC_COPY_VALUES,&enedfieldlocal);CHKERRQ(ierr);
282     ierr = PCBDDCSetPrimalVerticesLocalIS(pc,enedfieldlocal);CHKERRQ(ierr);
283     ierr = PetscFree(eidxs);CHKERRQ(ierr);
284     ierr = ISDestroy(&nedfieldlocal);CHKERRQ(ierr);
285     ierr = ISDestroy(&enedfieldlocal);CHKERRQ(ierr);
286     PetscFunctionReturn(0);
287   }
288 
289   /* Compute some l2g maps */
290   if (nedfieldlocal) {
291     IS is;
292 
293     /* need to map from the local Nedelec field to local numbering */
294     ierr = ISLocalToGlobalMappingCreateIS(nedfieldlocal,&fl2g);CHKERRQ(ierr);
295     /* need to map from the local Nedelec field to global numbering for the whole dofs*/
296     ierr = ISLocalToGlobalMappingApplyIS(al2g,nedfieldlocal,&is);CHKERRQ(ierr);
297     ierr = ISLocalToGlobalMappingCreateIS(is,&al2g);CHKERRQ(ierr);
298     /* need to map from the local Nedelec field to global numbering (for Nedelec only) */
299     if (global) {
300       ierr = PetscObjectReference((PetscObject)al2g);CHKERRQ(ierr);
301       el2g = al2g;
302     } else {
303       IS gis;
304 
305       ierr = ISRenumber(is,NULL,NULL,&gis);CHKERRQ(ierr);
306       ierr = ISLocalToGlobalMappingCreateIS(gis,&el2g);CHKERRQ(ierr);
307       ierr = ISDestroy(&gis);CHKERRQ(ierr);
308     }
309     ierr = ISDestroy(&is);CHKERRQ(ierr);
310   } else {
311     /* restore default */
312     pcbddc->nedfield = -1;
313     /* one ref for the destruction of al2g, one for el2g */
314     ierr = PetscObjectReference((PetscObject)al2g);CHKERRQ(ierr);
315     ierr = PetscObjectReference((PetscObject)al2g);CHKERRQ(ierr);
316     el2g = al2g;
317     fl2g = NULL;
318   }
319 
320   /* Start communication to drop connections for interior edges (for cc analysis only) */
321   ierr = PetscMemzero(matis->sf_leafdata,n*sizeof(PetscInt));CHKERRQ(ierr);
322   ierr = PetscMemzero(matis->sf_rootdata,pc->pmat->rmap->n*sizeof(PetscInt));CHKERRQ(ierr);
323   if (nedfieldlocal) {
324     ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
325     for (i=0;i<ne;i++) matis->sf_leafdata[idxs[i]] = 1;
326     ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
327   } else {
328     for (i=0;i<ne;i++) matis->sf_leafdata[i] = 1;
329   }
330   ierr = PetscSFReduceBegin(matis->sf,MPIU_INT,matis->sf_leafdata,matis->sf_rootdata,MPI_SUM);CHKERRQ(ierr);
331   ierr = PetscSFReduceEnd(matis->sf,MPIU_INT,matis->sf_leafdata,matis->sf_rootdata,MPI_SUM);CHKERRQ(ierr);
332 
333   if (!singular) { /* drop connections with interior edges to avoid unneeded communications and memory movements */
334     ierr = MatDuplicate(pcbddc->discretegradient,MAT_COPY_VALUES,&G);CHKERRQ(ierr);
335     ierr = MatSetOption(G,MAT_KEEP_NONZERO_PATTERN,PETSC_FALSE);CHKERRQ(ierr);
336     if (global) {
337       PetscInt rst;
338 
339       ierr = MatGetOwnershipRange(G,&rst,NULL);CHKERRQ(ierr);
340       for (i=0,cum=0;i<pc->pmat->rmap->n;i++) {
341         if (matis->sf_rootdata[i] < 2) {
342           matis->sf_rootdata[cum++] = i + rst;
343         }
344       }
345       ierr = MatSetOption(G,MAT_NO_OFF_PROC_ZERO_ROWS,PETSC_TRUE);CHKERRQ(ierr);
346       ierr = MatZeroRows(G,cum,matis->sf_rootdata,0.,NULL,NULL);CHKERRQ(ierr);
347     } else {
348       PetscInt *tbz;
349 
350       ierr = PetscMalloc1(ne,&tbz);CHKERRQ(ierr);
351       ierr = PetscSFBcastBegin(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
352       ierr = PetscSFBcastEnd(matis->sf,MPIU_INT,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
353       ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
354       for (i=0,cum=0;i<ne;i++)
355         if (matis->sf_leafdata[idxs[i]] == 1)
356           tbz[cum++] = i;
357       ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
358       ierr = ISLocalToGlobalMappingApply(el2g,cum,tbz,tbz);CHKERRQ(ierr);
359       ierr = MatZeroRows(G,cum,tbz,0.,NULL,NULL);CHKERRQ(ierr);
360       ierr = PetscFree(tbz);CHKERRQ(ierr);
361     }
362   } else { /* we need the entire G to infer the nullspace */
363     ierr = PetscObjectReference((PetscObject)pcbddc->discretegradient);CHKERRQ(ierr);
364     G    = pcbddc->discretegradient;
365   }
366 
367   /* Extract subdomain relevant rows of G */
368   ierr = ISLocalToGlobalMappingGetIndices(el2g,&idxs);CHKERRQ(ierr);
369   ierr = ISCreateGeneral(comm,ne,idxs,PETSC_USE_POINTER,&lned);CHKERRQ(ierr);
370   ierr = MatCreateSubMatrix(G,lned,NULL,MAT_INITIAL_MATRIX,&lGall);CHKERRQ(ierr);
371   ierr = ISLocalToGlobalMappingRestoreIndices(el2g,&idxs);CHKERRQ(ierr);
372   ierr = ISDestroy(&lned);CHKERRQ(ierr);
373   ierr = MatConvert(lGall,MATIS,MAT_INITIAL_MATRIX,&lGis);CHKERRQ(ierr);
374   ierr = MatDestroy(&lGall);CHKERRQ(ierr);
375   ierr = MatISGetLocalMat(lGis,&lG);CHKERRQ(ierr);
376 
377   /* SF for nodal dofs communications */
378   ierr = MatGetLocalSize(G,NULL,&Lv);CHKERRQ(ierr);
379   ierr = MatGetLocalToGlobalMapping(lGis,NULL,&vl2g);CHKERRQ(ierr);
380   ierr = PetscObjectReference((PetscObject)vl2g);CHKERRQ(ierr);
381   ierr = ISLocalToGlobalMappingGetSize(vl2g,&nv);CHKERRQ(ierr);
382   ierr = PetscSFCreate(comm,&sfv);CHKERRQ(ierr);
383   ierr = ISLocalToGlobalMappingGetIndices(vl2g,&idxs);CHKERRQ(ierr);
384   ierr = PetscSFSetGraphLayout(sfv,lGis->cmap,nv,NULL,PETSC_OWN_POINTER,idxs);CHKERRQ(ierr);
385   ierr = ISLocalToGlobalMappingRestoreIndices(vl2g,&idxs);CHKERRQ(ierr);
386   i    = singular ? 2 : 1;
387   ierr = PetscMalloc2(i*nv,&sfvleaves,i*Lv,&sfvroots);CHKERRQ(ierr);
388 
389   /* Destroy temporary G created in MATIS format and modified G */
390   ierr = PetscObjectReference((PetscObject)lG);CHKERRQ(ierr);
391   ierr = MatDestroy(&lGis);CHKERRQ(ierr);
392   ierr = MatDestroy(&G);CHKERRQ(ierr);
393 
394   if (print) {
395     ierr = PetscObjectSetName((PetscObject)lG,"initial_lG");CHKERRQ(ierr);
396     ierr = MatView(lG,NULL);CHKERRQ(ierr);
397   }
398 
399   /* Save lG for values insertion in change of basis */
400   ierr = MatDuplicate(lG,MAT_COPY_VALUES,&lGinit);CHKERRQ(ierr);
401 
402   /* Analyze the edge-nodes connections (duplicate lG) */
403   ierr = MatDuplicate(lG,MAT_COPY_VALUES,&lGe);CHKERRQ(ierr);
404   ierr = MatSetOption(lGe,MAT_KEEP_NONZERO_PATTERN,PETSC_FALSE);CHKERRQ(ierr);
405   ierr = PetscBTCreate(nv,&btv);CHKERRQ(ierr);
406   ierr = PetscBTCreate(ne,&bte);CHKERRQ(ierr);
407   ierr = PetscBTCreate(ne,&btb);CHKERRQ(ierr);
408   ierr = PetscBTCreate(ne,&btbd);CHKERRQ(ierr);
409   ierr = PetscBTCreate(nv,&btvcand);CHKERRQ(ierr);
410   /* need to import the boundary specification to ensure the
411      proper detection of coarse edges' endpoints */
412   if (pcbddc->DirichletBoundariesLocal) {
413     IS is;
414 
415     if (fl2g) {
416       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_MASK,pcbddc->DirichletBoundariesLocal,&is);CHKERRQ(ierr);
417     } else {
418       is = pcbddc->DirichletBoundariesLocal;
419     }
420     ierr = ISGetLocalSize(is,&cum);CHKERRQ(ierr);
421     ierr = ISGetIndices(is,&idxs);CHKERRQ(ierr);
422     for (i=0;i<cum;i++) {
423       if (idxs[i] >= 0) {
424         ierr = PetscBTSet(btb,idxs[i]);CHKERRQ(ierr);
425         ierr = PetscBTSet(btbd,idxs[i]);CHKERRQ(ierr);
426       }
427     }
428     ierr = ISRestoreIndices(is,&idxs);CHKERRQ(ierr);
429     if (fl2g) {
430       ierr = ISDestroy(&is);CHKERRQ(ierr);
431     }
432   }
433   if (pcbddc->NeumannBoundariesLocal) {
434     IS is;
435 
436     if (fl2g) {
437       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_MASK,pcbddc->NeumannBoundariesLocal,&is);CHKERRQ(ierr);
438     } else {
439       is = pcbddc->NeumannBoundariesLocal;
440     }
441     ierr = ISGetLocalSize(is,&cum);CHKERRQ(ierr);
442     ierr = ISGetIndices(is,&idxs);CHKERRQ(ierr);
443     for (i=0;i<cum;i++) {
444       if (idxs[i] >= 0) {
445         ierr = PetscBTSet(btb,idxs[i]);CHKERRQ(ierr);
446       }
447     }
448     ierr = ISRestoreIndices(is,&idxs);CHKERRQ(ierr);
449     if (fl2g) {
450       ierr = ISDestroy(&is);CHKERRQ(ierr);
451     }
452   }
453 
454   /* Count neighs per dof */
455   ierr = PetscCalloc1(ne,&ecount);CHKERRQ(ierr);
456   ierr = PetscMalloc1(ne,&eneighs);CHKERRQ(ierr);
457   ierr = ISLocalToGlobalMappingGetInfo(el2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
458   for (i=1,cum=0;i<n_neigh;i++) {
459     cum += n_shared[i];
460     for (j=0;j<n_shared[i];j++) {
461       ecount[shared[i][j]]++;
462     }
463   }
464   if (ne) {
465     ierr = PetscMalloc1(cum,&eneighs[0]);CHKERRQ(ierr);
466   }
467   for (i=1;i<ne;i++) eneighs[i] = eneighs[i-1] + ecount[i-1];
468   ierr = PetscMemzero(ecount,ne*sizeof(PetscInt));CHKERRQ(ierr);
469   for (i=1;i<n_neigh;i++) {
470     for (j=0;j<n_shared[i];j++) {
471       PetscInt k = shared[i][j];
472       eneighs[k][ecount[k]] = neigh[i];
473       ecount[k]++;
474     }
475   }
476   for (i=0;i<ne;i++) {
477     ierr = PetscSortRemoveDupsInt(&ecount[i],eneighs[i]);CHKERRQ(ierr);
478   }
479   ierr = ISLocalToGlobalMappingRestoreInfo(el2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
480   ierr = PetscCalloc1(nv,&vcount);CHKERRQ(ierr);
481   ierr = PetscMalloc1(nv,&vneighs);CHKERRQ(ierr);
482   ierr = ISLocalToGlobalMappingGetInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
483   for (i=1,cum=0;i<n_neigh;i++) {
484     cum += n_shared[i];
485     for (j=0;j<n_shared[i];j++) {
486       vcount[shared[i][j]]++;
487     }
488   }
489   if (nv) {
490     ierr = PetscMalloc1(cum,&vneighs[0]);CHKERRQ(ierr);
491   }
492   for (i=1;i<nv;i++) vneighs[i] = vneighs[i-1] + vcount[i-1];
493   ierr = PetscMemzero(vcount,nv*sizeof(PetscInt));CHKERRQ(ierr);
494   for (i=1;i<n_neigh;i++) {
495     for (j=0;j<n_shared[i];j++) {
496       PetscInt k = shared[i][j];
497       vneighs[k][vcount[k]] = neigh[i];
498       vcount[k]++;
499     }
500   }
501   for (i=0;i<nv;i++) {
502     ierr = PetscSortRemoveDupsInt(&vcount[i],vneighs[i]);CHKERRQ(ierr);
503   }
504   ierr = ISLocalToGlobalMappingRestoreInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
505 
506   /* need to remove coarse faces' dofs and coarse edges' dirichlet dofs
507      for proper detection of coarse edges' endpoints */
508   ierr = PetscBTCreate(ne,&btee);CHKERRQ(ierr);
509   for (i=0;i<ne;i++) {
510     if ((ecount[i] > 1 && !PetscBTLookup(btbd,i)) || (ecount[i] == 1 && PetscBTLookup(btb,i))) {
511       ierr = PetscBTSet(btee,i);CHKERRQ(ierr);
512     }
513   }
514   ierr = PetscMalloc1(ne,&marks);CHKERRQ(ierr);
515   if (!conforming) {
516     ierr = MatTranspose(lGe,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
517     ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
518   }
519   ierr = MatGetRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
520   ierr = MatSeqAIJGetArray(lGe,&vals);CHKERRQ(ierr);
521   cum  = 0;
522   for (i=0;i<ne;i++) {
523     /* eliminate rows corresponding to edge dofs belonging to coarse faces */
524     if (!PetscBTLookup(btee,i)) {
525       marks[cum++] = i;
526       continue;
527     }
528     /* set badly connected edge dofs as primal */
529     if (!conforming) {
530       if (ii[i+1]-ii[i] != order + 1) { /* every row of G on the coarse edge should list order+1 nodal dofs */
531         marks[cum++] = i;
532         ierr = PetscBTSet(bte,i);CHKERRQ(ierr);
533         for (j=ii[i];j<ii[i+1];j++) {
534           ierr = PetscBTSet(btv,jj[j]);CHKERRQ(ierr);
535         }
536       } else {
537         /* every edge dofs should be connected trough a certain number of nodal dofs
538            to other edge dofs belonging to coarse edges
539            - at most 2 endpoints
540            - order-1 interior nodal dofs
541            - no undefined nodal dofs (nconn < order)
542         */
543         PetscInt ends = 0,ints = 0, undef = 0;
544         for (j=ii[i];j<ii[i+1];j++) {
545           PetscInt v = jj[j],k;
546           PetscInt nconn = iit[v+1]-iit[v];
547           for (k=iit[v];k<iit[v+1];k++) if (!PetscBTLookup(btee,jjt[k])) nconn--;
548           if (nconn > order) ends++;
549           else if (nconn == order) ints++;
550           else undef++;
551         }
552         if (undef || ends > 2 || ints != order -1) {
553           marks[cum++] = i;
554           ierr = PetscBTSet(bte,i);CHKERRQ(ierr);
555           for (j=ii[i];j<ii[i+1];j++) {
556             ierr = PetscBTSet(btv,jj[j]);CHKERRQ(ierr);
557           }
558         }
559       }
560     }
561     /* We assume the order on the element edge is ii[i+1]-ii[i]-1 */
562     if (!order && ii[i+1] != ii[i]) {
563       PetscScalar val = 1./(ii[i+1]-ii[i]-1);
564       for (j=ii[i];j<ii[i+1];j++) vals[j] = val;
565     }
566   }
567   ierr = PetscBTDestroy(&btee);CHKERRQ(ierr);
568   ierr = MatSeqAIJRestoreArray(lGe,&vals);CHKERRQ(ierr);
569   ierr = MatRestoreRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
570   if (!conforming) {
571     ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
572     ierr = MatDestroy(&lGt);CHKERRQ(ierr);
573   }
574   ierr = MatZeroRows(lGe,cum,marks,0.,NULL,NULL);CHKERRQ(ierr);
575 
576   /* identify splitpoints and corner candidates */
577   ierr = MatTranspose(lGe,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
578   if (print) {
579     ierr = PetscObjectSetName((PetscObject)lGe,"edgerestr_lG");CHKERRQ(ierr);
580     ierr = MatView(lGe,NULL);CHKERRQ(ierr);
581     ierr = PetscObjectSetName((PetscObject)lGt,"edgerestr_lGt");CHKERRQ(ierr);
582     ierr = MatView(lGt,NULL);CHKERRQ(ierr);
583   }
584   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
585   ierr = MatSeqAIJGetArray(lGt,&vals);CHKERRQ(ierr);
586   for (i=0;i<nv;i++) {
587     PetscInt  ord = order, test = ii[i+1]-ii[i], vc = vcount[i];
588     PetscBool sneighs = PETSC_TRUE, bdir = PETSC_FALSE;
589     if (!order) { /* variable order */
590       PetscReal vorder = 0.;
591 
592       for (j=ii[i];j<ii[i+1];j++) vorder += PetscRealPart(vals[j]);
593       test = PetscFloorReal(vorder+10.*PETSC_SQRT_MACHINE_EPSILON);
594       if (vorder-test > PETSC_SQRT_MACHINE_EPSILON) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected value for vorder: %g (%d)",vorder,test);
595       ord  = 1;
596     }
597 #if defined(PETSC_USE_DEBUG)
598     if (test%ord) SETERRQ3(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected number of edge dofs %d connected with nodal dof %d with order %d",test,i,ord);
599 #endif
600     for (j=ii[i];j<ii[i+1] && sneighs;j++) {
601       if (PetscBTLookup(btbd,jj[j])) {
602         bdir = PETSC_TRUE;
603         break;
604       }
605       if (vc != ecount[jj[j]]) {
606         sneighs = PETSC_FALSE;
607       } else {
608         PetscInt k,*vn = vneighs[i], *en = eneighs[jj[j]];
609         for (k=0;k<vc;k++) {
610           if (vn[k] != en[k]) {
611             sneighs = PETSC_FALSE;
612             break;
613           }
614         }
615       }
616     }
617     if (!sneighs || test >= 3*ord || bdir) { /* splitpoints */
618       if (print) PetscPrintf(PETSC_COMM_SELF,"SPLITPOINT %d (%d %d %d)\n",i,!sneighs,test >= 3*ord,bdir);
619       ierr = PetscBTSet(btv,i);CHKERRQ(ierr);
620     } else if (test == ord) {
621       if (order == 1 || (!order && ii[i+1]-ii[i] == 1)) {
622         if (print) PetscPrintf(PETSC_COMM_SELF,"ENDPOINT %d\n",i);
623         ierr = PetscBTSet(btv,i);CHKERRQ(ierr);
624       } else {
625         if (print) PetscPrintf(PETSC_COMM_SELF,"CORNER CANDIDATE %d\n",i);
626         ierr = PetscBTSet(btvcand,i);CHKERRQ(ierr);
627       }
628     }
629   }
630   ierr = PetscFree(ecount);CHKERRQ(ierr);
631   ierr = PetscFree(vcount);CHKERRQ(ierr);
632   if (ne) {
633     ierr = PetscFree(eneighs[0]);CHKERRQ(ierr);
634   }
635   if (nv) {
636     ierr = PetscFree(vneighs[0]);CHKERRQ(ierr);
637   }
638   ierr = PetscFree(eneighs);CHKERRQ(ierr);
639   ierr = PetscFree(vneighs);CHKERRQ(ierr);
640   ierr = PetscBTDestroy(&btbd);CHKERRQ(ierr);
641 
642   /* a candidate is valid if it is connected to another candidate via a non-primal edge dof */
643   if (order != 1) {
644     if (print) PetscPrintf(PETSC_COMM_SELF,"INSPECTING CANDIDATES\n");
645     ierr = MatGetRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
646     for (i=0;i<nv;i++) {
647       if (PetscBTLookup(btvcand,i)) {
648         PetscBool found = PETSC_FALSE;
649         for (j=ii[i];j<ii[i+1] && !found;j++) {
650           PetscInt k,e = jj[j];
651           if (PetscBTLookup(bte,e)) continue;
652           for (k=iit[e];k<iit[e+1];k++) {
653             PetscInt v = jjt[k];
654             if (v != i && PetscBTLookup(btvcand,v)) {
655               found = PETSC_TRUE;
656               break;
657             }
658           }
659         }
660         if (!found) {
661           if (print) PetscPrintf(PETSC_COMM_SELF,"  CANDIDATE %d CLEARED\n",i);
662           ierr = PetscBTClear(btvcand,i);CHKERRQ(ierr);
663         } else {
664           if (print) PetscPrintf(PETSC_COMM_SELF,"  CANDIDATE %d ACCEPTED\n",i);
665         }
666       }
667     }
668     ierr = MatRestoreRowIJ(lGe,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
669   }
670   ierr = MatSeqAIJRestoreArray(lGt,&vals);CHKERRQ(ierr);
671   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
672   ierr = MatDestroy(&lGe);CHKERRQ(ierr);
673 
674   /* Get the local G^T explicitly */
675   ierr = MatDestroy(&lGt);CHKERRQ(ierr);
676   ierr = MatTranspose(lG,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
677   ierr = MatSetOption(lGt,MAT_KEEP_NONZERO_PATTERN,PETSC_FALSE);CHKERRQ(ierr);
678 
679   /* Mark interior nodal dofs */
680   ierr = ISLocalToGlobalMappingGetInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
681   ierr = PetscBTCreate(nv,&btvi);CHKERRQ(ierr);
682   for (i=1;i<n_neigh;i++) {
683     for (j=0;j<n_shared[i];j++) {
684       ierr = PetscBTSet(btvi,shared[i][j]);CHKERRQ(ierr);
685     }
686   }
687   ierr = ISLocalToGlobalMappingRestoreInfo(vl2g,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
688 
689   /* communicate corners and splitpoints */
690   ierr = PetscMalloc1(nv,&vmarks);CHKERRQ(ierr);
691   ierr = PetscMemzero(sfvleaves,nv*sizeof(PetscInt));CHKERRQ(ierr);
692   ierr = PetscMemzero(sfvroots,Lv*sizeof(PetscInt));CHKERRQ(ierr);
693   for (i=0;i<nv;i++) if (PetscUnlikely(PetscBTLookup(btv,i))) sfvleaves[i] = 1;
694 
695   if (print) {
696     IS tbz;
697 
698     cum = 0;
699     for (i=0;i<nv;i++)
700       if (sfvleaves[i])
701         vmarks[cum++] = i;
702 
703     ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,vmarks,PETSC_COPY_VALUES,&tbz);CHKERRQ(ierr);
704     ierr = PetscObjectSetName((PetscObject)tbz,"corners_to_be_zeroed_local");CHKERRQ(ierr);
705     ierr = ISView(tbz,NULL);CHKERRQ(ierr);
706     ierr = ISDestroy(&tbz);CHKERRQ(ierr);
707   }
708 
709   ierr = PetscSFReduceBegin(sfv,MPIU_INT,sfvleaves,sfvroots,MPI_SUM);CHKERRQ(ierr);
710   ierr = PetscSFReduceEnd(sfv,MPIU_INT,sfvleaves,sfvroots,MPI_SUM);CHKERRQ(ierr);
711   ierr = PetscSFBcastBegin(sfv,MPIU_INT,sfvroots,sfvleaves);CHKERRQ(ierr);
712   ierr = PetscSFBcastEnd(sfv,MPIU_INT,sfvroots,sfvleaves);CHKERRQ(ierr);
713 
714   /* Zero rows of lGt corresponding to identified corners
715      and interior nodal dofs */
716   cum = 0;
717   for (i=0;i<nv;i++) {
718     if (sfvleaves[i]) {
719       vmarks[cum++] = i;
720       ierr = PetscBTSet(btv,i);CHKERRQ(ierr);
721     }
722     if (!PetscBTLookup(btvi,i)) vmarks[cum++] = i;
723   }
724   ierr = PetscBTDestroy(&btvi);CHKERRQ(ierr);
725   if (print) {
726     IS tbz;
727 
728     ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,vmarks,PETSC_COPY_VALUES,&tbz);CHKERRQ(ierr);
729     ierr = PetscObjectSetName((PetscObject)tbz,"corners_to_be_zeroed_with_interior");CHKERRQ(ierr);
730     ierr = ISView(tbz,NULL);CHKERRQ(ierr);
731     ierr = ISDestroy(&tbz);CHKERRQ(ierr);
732   }
733   ierr = MatZeroRows(lGt,cum,vmarks,0.,NULL,NULL);CHKERRQ(ierr);
734   ierr = PetscFree(vmarks);CHKERRQ(ierr);
735   ierr = PetscSFDestroy(&sfv);CHKERRQ(ierr);
736   ierr = PetscFree2(sfvleaves,sfvroots);CHKERRQ(ierr);
737 
738   /* Recompute G */
739   ierr = MatDestroy(&lG);CHKERRQ(ierr);
740   ierr = MatTranspose(lGt,MAT_INITIAL_MATRIX,&lG);CHKERRQ(ierr);
741   if (print) {
742     ierr = PetscObjectSetName((PetscObject)lG,"used_lG");CHKERRQ(ierr);
743     ierr = MatView(lG,NULL);CHKERRQ(ierr);
744     ierr = PetscObjectSetName((PetscObject)lGt,"used_lGt");CHKERRQ(ierr);
745     ierr = MatView(lGt,NULL);CHKERRQ(ierr);
746   }
747 
748   /* Get primal dofs (if any) */
749   cum = 0;
750   for (i=0;i<ne;i++) {
751     if (PetscUnlikely(PetscBTLookup(bte,i))) marks[cum++] = i;
752   }
753   if (fl2g) {
754     ierr = ISLocalToGlobalMappingApply(fl2g,cum,marks,marks);CHKERRQ(ierr);
755   }
756   ierr = ISCreateGeneral(comm,cum,marks,PETSC_COPY_VALUES,&primals);CHKERRQ(ierr);
757   if (print) {
758     ierr = PetscObjectSetName((PetscObject)primals,"prescribed_primal_dofs");CHKERRQ(ierr);
759     ierr = ISView(primals,NULL);CHKERRQ(ierr);
760   }
761   ierr = PetscBTDestroy(&bte);CHKERRQ(ierr);
762   /* TODO: what if the user passed in some of them ?  */
763   ierr = PCBDDCSetPrimalVerticesLocalIS(pc,primals);CHKERRQ(ierr);
764   ierr = ISDestroy(&primals);CHKERRQ(ierr);
765 
766   /* Compute edge connectivity */
767   ierr = PetscObjectSetOptionsPrefix((PetscObject)lG,"econn_");CHKERRQ(ierr);
768   ierr = MatMatMultSymbolic(lG,lGt,PETSC_DEFAULT,&conn);CHKERRQ(ierr);
769   ierr = MatGetRowIJ(conn,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
770   if (fl2g) {
771     PetscBT   btf;
772     PetscInt  *iia,*jja,*iiu,*jju;
773     PetscBool rest = PETSC_FALSE,free = PETSC_FALSE;
774 
775     /* create CSR for all local dofs */
776     ierr = PetscMalloc1(n+1,&iia);CHKERRQ(ierr);
777     if (pcbddc->mat_graph->nvtxs_csr) { /* the user has passed in a CSR graph */
778       if (pcbddc->mat_graph->nvtxs_csr != n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_USER,"Invalid size of CSR graph %d. Should be %d\n",pcbddc->mat_graph->nvtxs_csr,n);
779       iiu = pcbddc->mat_graph->xadj;
780       jju = pcbddc->mat_graph->adjncy;
781     } else if (pcbddc->use_local_adj) {
782       rest = PETSC_TRUE;
783       ierr = MatGetRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&i,(const PetscInt**)&iiu,(const PetscInt**)&jju,&done);CHKERRQ(ierr);
784     } else {
785       free   = PETSC_TRUE;
786       ierr   = PetscMalloc2(n+1,&iiu,n,&jju);CHKERRQ(ierr);
787       iiu[0] = 0;
788       for (i=0;i<n;i++) {
789         iiu[i+1] = i+1;
790         jju[i]   = -1;
791       }
792     }
793 
794     /* import sizes of CSR */
795     iia[0] = 0;
796     for (i=0;i<n;i++) iia[i+1] = iiu[i+1]-iiu[i];
797 
798     /* overwrite entries corresponding to the Nedelec field */
799     ierr = PetscBTCreate(n,&btf);CHKERRQ(ierr);
800     ierr = ISGetIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
801     for (i=0;i<ne;i++) {
802       ierr = PetscBTSet(btf,idxs[i]);CHKERRQ(ierr);
803       iia[idxs[i]+1] = ii[i+1]-ii[i];
804     }
805 
806     /* iia in CSR */
807     for (i=0;i<n;i++) iia[i+1] += iia[i];
808 
809     /* jja in CSR */
810     ierr = PetscMalloc1(iia[n],&jja);CHKERRQ(ierr);
811     for (i=0;i<n;i++)
812       if (!PetscBTLookup(btf,i))
813         for (j=0;j<iiu[i+1]-iiu[i];j++)
814           jja[iia[i]+j] = jju[iiu[i]+j];
815 
816     /* map edge dofs connectivity */
817     if (jj) {
818       ierr = ISLocalToGlobalMappingApply(fl2g,ii[ne],jj,(PetscInt *)jj);CHKERRQ(ierr);
819       for (i=0;i<ne;i++) {
820         PetscInt e = idxs[i];
821         for (j=0;j<ii[i+1]-ii[i];j++) jja[iia[e]+j] = jj[ii[i]+j];
822       }
823     }
824     ierr = ISRestoreIndices(nedfieldlocal,&idxs);CHKERRQ(ierr);
825     ierr = PCBDDCSetLocalAdjacencyGraph(pc,n,iia,jja,PETSC_OWN_POINTER);CHKERRQ(ierr);
826     if (rest) {
827       ierr = MatRestoreRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&i,(const PetscInt**)&iiu,(const PetscInt**)&jju,&done);CHKERRQ(ierr);
828     }
829     if (free) {
830       ierr = PetscFree2(iiu,jju);CHKERRQ(ierr);
831     }
832     ierr = PetscBTDestroy(&btf);CHKERRQ(ierr);
833   } else {
834     ierr = PCBDDCSetLocalAdjacencyGraph(pc,n,ii,jj,PETSC_USE_POINTER);CHKERRQ(ierr);
835   }
836 
837   /* Analyze interface for edge dofs */
838   ierr = PCBDDCAnalyzeInterface(pc);CHKERRQ(ierr);
839   pcbddc->mat_graph->twodim = PETSC_FALSE;
840 
841   /* Get coarse edges in the edge space */
842   ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
843   ierr = MatRestoreRowIJ(conn,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
844 
845   if (fl2g) {
846     ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,allprimals,&primals);CHKERRQ(ierr);
847     ierr = PetscMalloc1(nee,&eedges);CHKERRQ(ierr);
848     for (i=0;i<nee;i++) {
849       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,alleedges[i],&eedges[i]);CHKERRQ(ierr);
850     }
851   } else {
852     eedges  = alleedges;
853     primals = allprimals;
854   }
855 
856   /* Mark fine edge dofs with their coarse edge id */
857   ierr = PetscMemzero(marks,ne*sizeof(PetscInt));CHKERRQ(ierr);
858   ierr = ISGetLocalSize(primals,&cum);CHKERRQ(ierr);
859   ierr = ISGetIndices(primals,&idxs);CHKERRQ(ierr);
860   for (i=0;i<cum;i++) marks[idxs[i]] = nee+1;
861   ierr = ISRestoreIndices(primals,&idxs);CHKERRQ(ierr);
862   if (print) {
863     ierr = PetscObjectSetName((PetscObject)primals,"obtained_primal_dofs");CHKERRQ(ierr);
864     ierr = ISView(primals,NULL);CHKERRQ(ierr);
865   }
866 
867   maxsize = 0;
868   for (i=0;i<nee;i++) {
869     PetscInt size,mark = i+1;
870 
871     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
872     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
873     for (j=0;j<size;j++) marks[idxs[j]] = mark;
874     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
875     maxsize = PetscMax(maxsize,size);
876   }
877 
878   /* Find coarse edge endpoints */
879   ierr = MatGetRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
880   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
881   for (i=0;i<nee;i++) {
882     PetscInt mark = i+1,size;
883 
884     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
885     if (!size && nedfieldlocal) continue;
886     if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %d",i);
887     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
888     if (print) {
889       PetscPrintf(PETSC_COMM_SELF,"ENDPOINTS ANALYSIS EDGE %d\n",i);
890       ISView(eedges[i],NULL);
891     }
892     for (j=0;j<size;j++) {
893       PetscInt k, ee = idxs[j];
894       if (print) PetscPrintf(PETSC_COMM_SELF,"  idx %d\n",ee);
895       for (k=ii[ee];k<ii[ee+1];k++) {
896         if (print) PetscPrintf(PETSC_COMM_SELF,"    inspect %d\n",jj[k]);
897         if (PetscBTLookup(btv,jj[k])) {
898           if (print) PetscPrintf(PETSC_COMM_SELF,"      corner found (already set) %d\n",jj[k]);
899         } else if (PetscBTLookup(btvcand,jj[k])) { /* is it ok? */
900           PetscInt  k2;
901           PetscBool corner = PETSC_FALSE;
902           for (k2 = iit[jj[k]];k2 < iit[jj[k]+1];k2++) {
903             if (print) PetscPrintf(PETSC_COMM_SELF,"        INSPECTING %d: mark %d (ref mark %d), boundary %d\n",jjt[k2],marks[jjt[k2]],mark,!!PetscBTLookup(btb,jjt[k2]));
904             /* it's a corner if either is connected with an edge dof belonging to a different cc or
905                if the edge dof lie on the natural part of the boundary */
906             if ((marks[jjt[k2]] && marks[jjt[k2]] != mark) || (!marks[jjt[k2]] && PetscBTLookup(btb,jjt[k2]))) {
907               corner = PETSC_TRUE;
908               break;
909             }
910           }
911           if (corner) { /* found the nodal dof corresponding to the endpoint of the edge */
912             if (print) PetscPrintf(PETSC_COMM_SELF,"        corner found %d\n",jj[k]);
913             ierr = PetscBTSet(btv,jj[k]);CHKERRQ(ierr);
914           } else {
915             if (print) PetscPrintf(PETSC_COMM_SELF,"        no corners found\n");
916           }
917         }
918       }
919     }
920     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
921   }
922   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
923   ierr = MatRestoreRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
924   ierr = PetscBTDestroy(&btb);CHKERRQ(ierr);
925 
926   /* Reset marked primal dofs */
927   ierr = ISGetLocalSize(primals,&cum);CHKERRQ(ierr);
928   ierr = ISGetIndices(primals,&idxs);CHKERRQ(ierr);
929   for (i=0;i<cum;i++) marks[idxs[i]] = 0;
930   ierr = ISRestoreIndices(primals,&idxs);CHKERRQ(ierr);
931 
932   /* Now use the initial lG */
933   ierr = MatDestroy(&lG);CHKERRQ(ierr);
934   ierr = MatDestroy(&lGt);CHKERRQ(ierr);
935   lG   = lGinit;
936   ierr = MatTranspose(lG,MAT_INITIAL_MATRIX,&lGt);CHKERRQ(ierr);
937 
938   /* Compute extended cols indices */
939   ierr = PetscBTCreate(nv,&btvc);CHKERRQ(ierr);
940   ierr = PetscBTCreate(nee,&bter);CHKERRQ(ierr);
941   ierr = MatGetRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
942   ierr = MatSeqAIJGetMaxRowNonzeros(lG,&i);CHKERRQ(ierr);
943   i   *= maxsize;
944   ierr = PetscCalloc1(nee,&extcols);CHKERRQ(ierr);
945   ierr = PetscMalloc2(i,&extrow,i,&gidxs);CHKERRQ(ierr);
946   eerr = PETSC_FALSE;
947   for (i=0;i<nee;i++) {
948     PetscInt size,found = 0;
949 
950     cum  = 0;
951     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
952     if (!size && nedfieldlocal) continue;
953     if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %d",i);
954     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
955     ierr = PetscBTMemzero(nv,btvc);CHKERRQ(ierr);
956     for (j=0;j<size;j++) {
957       PetscInt k,ee = idxs[j];
958       for (k=ii[ee];k<ii[ee+1];k++) {
959         PetscInt vv = jj[k];
960         if (!PetscBTLookup(btv,vv)) extrow[cum++] = vv;
961         else if (!PetscBTLookupSet(btvc,vv)) found++;
962       }
963     }
964     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
965     ierr = PetscSortRemoveDupsInt(&cum,extrow);CHKERRQ(ierr);
966     ierr = ISLocalToGlobalMappingApply(vl2g,cum,extrow,gidxs);CHKERRQ(ierr);
967     ierr = PetscSortIntWithArray(cum,gidxs,extrow);CHKERRQ(ierr);
968     ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,extrow,PETSC_COPY_VALUES,&extcols[i]);CHKERRQ(ierr);
969     /* it may happen that endpoints are not defined at this point
970        if it is the case, mark this edge for a second pass */
971     if (cum != size -1 || found != 2) {
972       ierr = PetscBTSet(bter,i);CHKERRQ(ierr);
973       if (print) {
974         ierr = PetscObjectSetName((PetscObject)eedges[i],"error_edge");CHKERRQ(ierr);
975         ierr = ISView(eedges[i],NULL);CHKERRQ(ierr);
976         ierr = PetscObjectSetName((PetscObject)extcols[i],"error_extcol");CHKERRQ(ierr);
977         ierr = ISView(extcols[i],NULL);CHKERRQ(ierr);
978       }
979       eerr = PETSC_TRUE;
980     }
981   }
982   /* if (eerr) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected SIZE OF EDGE > EXTCOL FIRST PASS"); */
983   ierr = MPIU_Allreduce(&eerr,&done,1,MPIU_BOOL,MPI_LOR,comm);CHKERRQ(ierr);
984   if (done) {
985     PetscInt *newprimals;
986 
987     ierr = PetscMalloc1(ne,&newprimals);CHKERRQ(ierr);
988     ierr = ISGetLocalSize(primals,&cum);CHKERRQ(ierr);
989     ierr = ISGetIndices(primals,&idxs);CHKERRQ(ierr);
990     ierr = PetscMemcpy(newprimals,idxs,cum*sizeof(PetscInt));CHKERRQ(ierr);
991     ierr = ISRestoreIndices(primals,&idxs);CHKERRQ(ierr);
992     ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
993     if (print) PetscPrintf(PETSC_COMM_SELF,"DOING SECOND PASS (eerr %d)\n",eerr);
994     for (i=0;i<nee;i++) {
995       PetscBool has_candidates = PETSC_FALSE;
996       if (PetscBTLookup(bter,i)) {
997         PetscInt size,mark = i+1;
998 
999         ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1000         ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1001         /* for (j=0;j<size;j++) newprimals[cum++] = idxs[j]; */
1002         for (j=0;j<size;j++) {
1003           PetscInt k,ee = idxs[j];
1004           if (print) PetscPrintf(PETSC_COMM_SELF,"Inspecting edge dof %d [%d %d)\n",ee,ii[ee],ii[ee+1]);
1005           for (k=ii[ee];k<ii[ee+1];k++) {
1006             /* set all candidates located on the edge as corners */
1007             if (PetscBTLookup(btvcand,jj[k])) {
1008               PetscInt k2,vv = jj[k];
1009               has_candidates = PETSC_TRUE;
1010               if (print) PetscPrintf(PETSC_COMM_SELF,"  Candidate set to vertex %d\n",vv);
1011               ierr = PetscBTSet(btv,vv);CHKERRQ(ierr);
1012               /* set all edge dofs connected to candidate as primals */
1013               for (k2=iit[vv];k2<iit[vv+1];k2++) {
1014                 if (marks[jjt[k2]] == mark) {
1015                   PetscInt k3,ee2 = jjt[k2];
1016                   if (print) PetscPrintf(PETSC_COMM_SELF,"    Connected edge dof set to primal %d\n",ee2);
1017                   newprimals[cum++] = ee2;
1018                   /* finally set the new corners */
1019                   for (k3=ii[ee2];k3<ii[ee2+1];k3++) {
1020                     if (print) PetscPrintf(PETSC_COMM_SELF,"      Connected nodal dof set to vertex %d\n",jj[k3]);
1021                     ierr = PetscBTSet(btv,jj[k3]);CHKERRQ(ierr);
1022                   }
1023                 }
1024               }
1025             } else {
1026               if (print) PetscPrintf(PETSC_COMM_SELF,"  Not a candidate vertex %d\n",jj[k]);
1027             }
1028           }
1029         }
1030         if (!has_candidates) { /* circular edge */
1031           PetscInt k, ee = idxs[0],*tmarks;
1032 
1033           ierr = PetscCalloc1(ne,&tmarks);CHKERRQ(ierr);
1034           if (print) PetscPrintf(PETSC_COMM_SELF,"  Circular edge %d\n",i);
1035           for (k=ii[ee];k<ii[ee+1];k++) {
1036             PetscInt k2;
1037             if (print) PetscPrintf(PETSC_COMM_SELF,"    Set to corner %d\n",jj[k]);
1038             ierr = PetscBTSet(btv,jj[k]);CHKERRQ(ierr);
1039             for (k2=iit[jj[k]];k2<iit[jj[k]+1];k2++) tmarks[jjt[k2]]++;
1040           }
1041           for (j=0;j<size;j++) {
1042             if (tmarks[idxs[j]] > 1) {
1043               if (print) PetscPrintf(PETSC_COMM_SELF,"  Edge dof set to primal %d\n",idxs[j]);
1044               newprimals[cum++] = idxs[j];
1045             }
1046           }
1047           ierr = PetscFree(tmarks);CHKERRQ(ierr);
1048         }
1049         ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1050       }
1051       ierr = ISDestroy(&extcols[i]);CHKERRQ(ierr);
1052     }
1053     ierr = PetscFree(extcols);CHKERRQ(ierr);
1054     ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&iit,&jjt,&done);CHKERRQ(ierr);
1055     ierr = PetscSortRemoveDupsInt(&cum,newprimals);CHKERRQ(ierr);
1056     if (fl2g) {
1057       ierr = ISLocalToGlobalMappingApply(fl2g,cum,newprimals,newprimals);CHKERRQ(ierr);
1058       ierr = ISDestroy(&primals);CHKERRQ(ierr);
1059       for (i=0;i<nee;i++) {
1060         ierr = ISDestroy(&eedges[i]);CHKERRQ(ierr);
1061       }
1062       ierr = PetscFree(eedges);CHKERRQ(ierr);
1063     }
1064     ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
1065     ierr = ISCreateGeneral(comm,cum,newprimals,PETSC_COPY_VALUES,&primals);CHKERRQ(ierr);
1066     ierr = PetscFree(newprimals);CHKERRQ(ierr);
1067     ierr = PCBDDCSetPrimalVerticesLocalIS(pc,primals);CHKERRQ(ierr);
1068     ierr = ISDestroy(&primals);CHKERRQ(ierr);
1069     ierr = PCBDDCAnalyzeInterface(pc);CHKERRQ(ierr);
1070     pcbddc->mat_graph->twodim = PETSC_FALSE;
1071     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
1072     if (fl2g) {
1073       ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,allprimals,&primals);CHKERRQ(ierr);
1074       ierr = PetscMalloc1(nee,&eedges);CHKERRQ(ierr);
1075       for (i=0;i<nee;i++) {
1076         ierr = ISGlobalToLocalMappingApplyIS(fl2g,IS_GTOLM_DROP,alleedges[i],&eedges[i]);CHKERRQ(ierr);
1077       }
1078     } else {
1079       eedges  = alleedges;
1080       primals = allprimals;
1081     }
1082     ierr = PetscCalloc1(nee,&extcols);CHKERRQ(ierr);
1083 
1084     /* Mark again */
1085     ierr = PetscMemzero(marks,ne*sizeof(PetscInt));CHKERRQ(ierr);
1086     for (i=0;i<nee;i++) {
1087       PetscInt size,mark = i+1;
1088 
1089       ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1090       ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1091       for (j=0;j<size;j++) marks[idxs[j]] = mark;
1092       ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1093     }
1094     if (print) {
1095       ierr = PetscObjectSetName((PetscObject)primals,"obtained_primal_dofs_secondpass");CHKERRQ(ierr);
1096       ierr = ISView(primals,NULL);CHKERRQ(ierr);
1097     }
1098 
1099     /* Recompute extended cols */
1100     eerr = PETSC_FALSE;
1101     for (i=0;i<nee;i++) {
1102       PetscInt size;
1103 
1104       cum  = 0;
1105       ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1106       if (!size && nedfieldlocal) continue;
1107       if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %d",i);
1108       ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1109       for (j=0;j<size;j++) {
1110         PetscInt k,ee = idxs[j];
1111         for (k=ii[ee];k<ii[ee+1];k++) if (!PetscBTLookup(btv,jj[k])) extrow[cum++] = jj[k];
1112       }
1113       ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1114       ierr = PetscSortRemoveDupsInt(&cum,extrow);CHKERRQ(ierr);
1115       ierr = ISLocalToGlobalMappingApply(vl2g,cum,extrow,gidxs);CHKERRQ(ierr);
1116       ierr = PetscSortIntWithArray(cum,gidxs,extrow);CHKERRQ(ierr);
1117       ierr = ISCreateGeneral(PETSC_COMM_SELF,cum,extrow,PETSC_COPY_VALUES,&extcols[i]);CHKERRQ(ierr);
1118       if (cum != size -1) {
1119         if (print) {
1120           ierr = PetscObjectSetName((PetscObject)eedges[i],"error_edge_secondpass");CHKERRQ(ierr);
1121           ierr = ISView(eedges[i],NULL);CHKERRQ(ierr);
1122           ierr = PetscObjectSetName((PetscObject)extcols[i],"error_extcol_secondpass");CHKERRQ(ierr);
1123           ierr = ISView(extcols[i],NULL);CHKERRQ(ierr);
1124         }
1125         eerr = PETSC_TRUE;
1126       }
1127     }
1128   }
1129   ierr = MatRestoreRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1130   ierr = PetscFree2(extrow,gidxs);CHKERRQ(ierr);
1131   ierr = PetscBTDestroy(&bter);CHKERRQ(ierr);
1132   if (print) { ierr = PCBDDCGraphASCIIView(pcbddc->mat_graph,5,PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr); }
1133   /* an error should not occur at this point */
1134   if (eerr) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected SIZE OF EDGE > EXTCOL SECOND PASS");
1135 
1136   /* Check the number of endpoints */
1137   ierr = MatGetRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1138   ierr = PetscMalloc1(2*nee,&corners);CHKERRQ(ierr);
1139   ierr = PetscMalloc1(nee,&cedges);CHKERRQ(ierr);
1140   for (i=0;i<nee;i++) {
1141     PetscInt size, found = 0, gc[2];
1142 
1143     /* init with defaults */
1144     cedges[i] = corners[i*2] = corners[i*2+1] = -1;
1145     ierr = ISGetLocalSize(eedges[i],&size);CHKERRQ(ierr);
1146     if (!size && nedfieldlocal) continue;
1147     if (!size) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Unexpected zero sized edge %d",i);
1148     ierr = ISGetIndices(eedges[i],&idxs);CHKERRQ(ierr);
1149     ierr = PetscBTMemzero(nv,btvc);CHKERRQ(ierr);
1150     for (j=0;j<size;j++) {
1151       PetscInt k,ee = idxs[j];
1152       for (k=ii[ee];k<ii[ee+1];k++) {
1153         PetscInt vv = jj[k];
1154         if (PetscBTLookup(btv,vv) && !PetscBTLookupSet(btvc,vv)) {
1155           if (found == 2) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Found more then two corners for edge %d\n",i);
1156           corners[i*2+found++] = vv;
1157         }
1158       }
1159     }
1160     if (found != 2) {
1161       PetscInt e;
1162       if (fl2g) {
1163         ierr = ISLocalToGlobalMappingApply(fl2g,1,idxs,&e);CHKERRQ(ierr);
1164       } else {
1165         e = idxs[0];
1166       }
1167       SETERRQ4(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Found %d corners for edge %d (astart %d, estart %d)\n",found,i,e,idxs[0]);
1168     }
1169 
1170     /* get primal dof index on this coarse edge */
1171     ierr = ISLocalToGlobalMappingApply(vl2g,2,corners+2*i,gc);CHKERRQ(ierr);
1172     if (gc[0] > gc[1]) {
1173       PetscInt swap  = corners[2*i];
1174       corners[2*i]   = corners[2*i+1];
1175       corners[2*i+1] = swap;
1176     }
1177     cedges[i] = idxs[size-1];
1178     ierr = ISRestoreIndices(eedges[i],&idxs);CHKERRQ(ierr);
1179     if (print) PetscPrintf(PETSC_COMM_SELF,"EDGE %d: ce %d, corners (%d,%d)\n",i,cedges[i],corners[2*i],corners[2*i+1]);
1180   }
1181   ierr = MatRestoreRowIJ(lG,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1182   ierr = PetscBTDestroy(&btvc);CHKERRQ(ierr);
1183 
1184 #if defined(PETSC_USE_DEBUG)
1185   /* Inspects columns of lG (rows of lGt) and make sure the change of basis will
1186      not interfere with neighbouring coarse edges */
1187   ierr = PetscMalloc1(nee+1,&emarks);CHKERRQ(ierr);
1188   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1189   for (i=0;i<nv;i++) {
1190     PetscInt emax = 0,eemax = 0;
1191 
1192     if (ii[i+1]==ii[i] || PetscBTLookup(btv,i)) continue;
1193     ierr = PetscMemzero(emarks,(nee+1)*sizeof(PetscInt));CHKERRQ(ierr);
1194     for (j=ii[i];j<ii[i+1];j++) emarks[marks[jj[j]]]++;
1195     for (j=1;j<nee+1;j++) {
1196       if (emax < emarks[j]) {
1197         emax = emarks[j];
1198         eemax = j;
1199       }
1200     }
1201     /* not relevant for edges */
1202     if (!eemax) continue;
1203 
1204     for (j=ii[i];j<ii[i+1];j++) {
1205       if (marks[jj[j]] && marks[jj[j]] != eemax) {
1206         SETERRQ4(PETSC_COMM_SELF,PETSC_ERR_SUP,"Found 2 coarse edges (id %d and %d) connected through the %d nodal dof at edge dof %d\n",marks[jj[j]]-1,eemax,i,jj[j]);
1207       }
1208     }
1209   }
1210   ierr = PetscFree(emarks);CHKERRQ(ierr);
1211   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1212 #endif
1213 
1214   /* Compute extended rows indices for edge blocks of the change of basis */
1215   ierr = MatGetRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1216   ierr = MatSeqAIJGetMaxRowNonzeros(lGt,&extmem);CHKERRQ(ierr);
1217   extmem *= maxsize;
1218   ierr = PetscMalloc1(extmem*nee,&extrow);CHKERRQ(ierr);
1219   ierr = PetscMalloc1(nee,&extrows);CHKERRQ(ierr);
1220   ierr = PetscCalloc1(nee,&extrowcum);CHKERRQ(ierr);
1221   for (i=0;i<nv;i++) {
1222     PetscInt mark = 0,size,start;
1223 
1224     if (ii[i+1]==ii[i] || PetscBTLookup(btv,i)) continue;
1225     for (j=ii[i];j<ii[i+1];j++)
1226       if (marks[jj[j]] && !mark)
1227         mark = marks[jj[j]];
1228 
1229     /* not relevant */
1230     if (!mark) continue;
1231 
1232     /* import extended row */
1233     mark--;
1234     start = mark*extmem+extrowcum[mark];
1235     size = ii[i+1]-ii[i];
1236     if (extrowcum[mark] + size > extmem) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Not enough memory allocated %d > %d",extrowcum[mark] + size,extmem);
1237     ierr = PetscMemcpy(extrow+start,jj+ii[i],size*sizeof(PetscInt));CHKERRQ(ierr);
1238     extrowcum[mark] += size;
1239   }
1240   ierr = MatRestoreRowIJ(lGt,0,PETSC_FALSE,PETSC_FALSE,&i,&ii,&jj,&done);CHKERRQ(ierr);
1241   ierr = MatDestroy(&lGt);CHKERRQ(ierr);
1242   ierr = PetscFree(marks);CHKERRQ(ierr);
1243 
1244   /* Compress extrows */
1245   cum  = 0;
1246   for (i=0;i<nee;i++) {
1247     PetscInt size = extrowcum[i],*start = extrow + i*extmem;
1248     ierr = PetscSortRemoveDupsInt(&size,start);CHKERRQ(ierr);
1249     ierr = ISCreateGeneral(PETSC_COMM_SELF,size,start,PETSC_USE_POINTER,&extrows[i]);CHKERRQ(ierr);
1250     cum  = PetscMax(cum,size);
1251   }
1252   ierr = PetscFree(extrowcum);CHKERRQ(ierr);
1253   ierr = PetscBTDestroy(&btv);CHKERRQ(ierr);
1254   ierr = PetscBTDestroy(&btvcand);CHKERRQ(ierr);
1255 
1256   /* Workspace for lapack inner calls and VecSetValues */
1257   ierr = PetscMalloc2((5+cum+maxsize)*maxsize,&work,maxsize,&rwork);CHKERRQ(ierr);
1258 
1259   /* Create change of basis matrix (preallocation can be improved) */
1260   ierr = MatCreate(comm,&T);CHKERRQ(ierr);
1261   ierr = MatSetSizes(T,pc->pmat->rmap->n,pc->pmat->rmap->n,
1262                        pc->pmat->rmap->N,pc->pmat->rmap->N);CHKERRQ(ierr);
1263   ierr = MatSetType(T,MATAIJ);CHKERRQ(ierr);
1264   ierr = MatSeqAIJSetPreallocation(T,10,NULL);CHKERRQ(ierr);
1265   ierr = MatMPIAIJSetPreallocation(T,10,NULL,10,NULL);CHKERRQ(ierr);
1266   ierr = MatSetLocalToGlobalMapping(T,al2g,al2g);CHKERRQ(ierr);
1267   ierr = MatSetOption(T,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
1268   ierr = MatSetOption(T,MAT_ROW_ORIENTED,PETSC_FALSE);CHKERRQ(ierr);
1269   ierr = ISLocalToGlobalMappingDestroy(&al2g);CHKERRQ(ierr);
1270 
1271   /* Defaults to identity */
1272   ierr = MatCreateVecs(pc->pmat,&tvec,NULL);CHKERRQ(ierr);
1273   ierr = VecSet(tvec,1.0);CHKERRQ(ierr);
1274   ierr = MatDiagonalSet(T,tvec,INSERT_VALUES);CHKERRQ(ierr);
1275   ierr = VecDestroy(&tvec);CHKERRQ(ierr);
1276 
1277   /* Create discrete gradient for the coarser level if needed */
1278   ierr = MatDestroy(&pcbddc->nedcG);CHKERRQ(ierr);
1279   ierr = ISDestroy(&pcbddc->nedclocal);CHKERRQ(ierr);
1280   if (pcbddc->current_level < pcbddc->max_levels) {
1281     ISLocalToGlobalMapping cel2g,cvl2g;
1282     IS                     wis,gwis;
1283     PetscInt               cnv,cne;
1284 
1285     ierr = ISCreateGeneral(comm,nee,cedges,PETSC_COPY_VALUES,&wis);CHKERRQ(ierr);
1286     if (fl2g) {
1287       ierr = ISLocalToGlobalMappingApplyIS(fl2g,wis,&pcbddc->nedclocal);CHKERRQ(ierr);
1288     } else {
1289       ierr = PetscObjectReference((PetscObject)wis);CHKERRQ(ierr);
1290       pcbddc->nedclocal = wis;
1291     }
1292     ierr = ISLocalToGlobalMappingApplyIS(el2g,wis,&gwis);CHKERRQ(ierr);
1293     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1294     ierr = ISRenumber(gwis,NULL,&cne,&wis);CHKERRQ(ierr);
1295     ierr = ISLocalToGlobalMappingCreateIS(wis,&cel2g);CHKERRQ(ierr);
1296     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1297     ierr = ISDestroy(&gwis);CHKERRQ(ierr);
1298 
1299     ierr = ISCreateGeneral(comm,2*nee,corners,PETSC_USE_POINTER,&wis);CHKERRQ(ierr);
1300     ierr = ISLocalToGlobalMappingApplyIS(vl2g,wis,&gwis);CHKERRQ(ierr);
1301     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1302     ierr = ISRenumber(gwis,NULL,&cnv,&wis);CHKERRQ(ierr);
1303     ierr = ISLocalToGlobalMappingCreateIS(wis,&cvl2g);CHKERRQ(ierr);
1304     ierr = ISDestroy(&wis);CHKERRQ(ierr);
1305     ierr = ISDestroy(&gwis);CHKERRQ(ierr);
1306 
1307     ierr = MatCreate(comm,&pcbddc->nedcG);CHKERRQ(ierr);
1308     ierr = MatSetSizes(pcbddc->nedcG,PETSC_DECIDE,PETSC_DECIDE,cne,cnv);CHKERRQ(ierr);
1309     ierr = MatSetType(pcbddc->nedcG,MATAIJ);CHKERRQ(ierr);
1310     ierr = MatSeqAIJSetPreallocation(pcbddc->nedcG,2,NULL);CHKERRQ(ierr);
1311     ierr = MatMPIAIJSetPreallocation(pcbddc->nedcG,2,NULL,2,NULL);CHKERRQ(ierr);
1312     ierr = MatSetLocalToGlobalMapping(pcbddc->nedcG,cel2g,cvl2g);CHKERRQ(ierr);
1313     ierr = ISLocalToGlobalMappingDestroy(&cel2g);CHKERRQ(ierr);
1314     ierr = ISLocalToGlobalMappingDestroy(&cvl2g);CHKERRQ(ierr);
1315   }
1316   ierr = ISLocalToGlobalMappingDestroy(&vl2g);CHKERRQ(ierr);
1317 
1318 #if defined(PRINT_GDET)
1319   inc = 0;
1320   lev = pcbddc->current_level;
1321 #endif
1322 
1323   /* Insert values in the change of basis matrix */
1324   for (i=0;i<nee;i++) {
1325     Mat         Gins = NULL, GKins = NULL;
1326     IS          cornersis = NULL;
1327     PetscScalar cvals[2];
1328 
1329     if (pcbddc->nedcG) {
1330       ierr = ISCreateGeneral(PETSC_COMM_SELF,2,corners+2*i,PETSC_USE_POINTER,&cornersis);CHKERRQ(ierr);
1331     }
1332     ierr = PCBDDCComputeNedelecChangeEdge(lG,eedges[i],extrows[i],extcols[i],cornersis,&Gins,&GKins,cvals,work,rwork);CHKERRQ(ierr);
1333     if (Gins && GKins) {
1334       PetscScalar    *data;
1335       const PetscInt *rows,*cols;
1336       PetscInt       nrh,nch,nrc,ncc;
1337 
1338       ierr = ISGetIndices(eedges[i],&cols);CHKERRQ(ierr);
1339       /* H1 */
1340       ierr = ISGetIndices(extrows[i],&rows);CHKERRQ(ierr);
1341       ierr = MatGetSize(Gins,&nrh,&nch);CHKERRQ(ierr);
1342       ierr = MatDenseGetArray(Gins,&data);CHKERRQ(ierr);
1343       ierr = MatSetValuesLocal(T,nrh,rows,nch,cols,data,INSERT_VALUES);CHKERRQ(ierr);
1344       ierr = MatDenseRestoreArray(Gins,&data);CHKERRQ(ierr);
1345       ierr = ISRestoreIndices(extrows[i],&rows);CHKERRQ(ierr);
1346       /* complement */
1347       ierr = MatGetSize(GKins,&nrc,&ncc);CHKERRQ(ierr);
1348       if (!ncc) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Constant function has not been generated for coarse edge %d",i);
1349       if (ncc + nch != nrc) SETERRQ4(PETSC_COMM_SELF,PETSC_ERR_PLIB,"The sum of the number of columns of GKins %d and Gins %d does not match %d for coarse edge %d",ncc,nch,nrc,i);
1350       if (ncc != 1 && pcbddc->nedcG) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_SUP,"Cannot generate the coarse discrete gradient for coarse edge %d with ncc %d",i,ncc);
1351       ierr = MatDenseGetArray(GKins,&data);CHKERRQ(ierr);
1352       ierr = MatSetValuesLocal(T,nrc,cols,ncc,cols+nch,data,INSERT_VALUES);CHKERRQ(ierr);
1353       ierr = MatDenseRestoreArray(GKins,&data);CHKERRQ(ierr);
1354 
1355       /* coarse discrete gradient */
1356       if (pcbddc->nedcG) {
1357         PetscInt cols[2];
1358 
1359         cols[0] = 2*i;
1360         cols[1] = 2*i+1;
1361         ierr = MatSetValuesLocal(pcbddc->nedcG,1,&i,2,cols,cvals,INSERT_VALUES);CHKERRQ(ierr);
1362       }
1363       ierr = ISRestoreIndices(eedges[i],&cols);CHKERRQ(ierr);
1364     }
1365     ierr = ISDestroy(&extrows[i]);CHKERRQ(ierr);
1366     ierr = ISDestroy(&extcols[i]);CHKERRQ(ierr);
1367     ierr = ISDestroy(&cornersis);CHKERRQ(ierr);
1368     ierr = MatDestroy(&Gins);CHKERRQ(ierr);
1369     ierr = MatDestroy(&GKins);CHKERRQ(ierr);
1370   }
1371   ierr = ISLocalToGlobalMappingDestroy(&el2g);CHKERRQ(ierr);
1372 
1373   /* Start assembling */
1374   ierr = MatAssemblyBegin(T,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1375   if (pcbddc->nedcG) {
1376     ierr = MatAssemblyBegin(pcbddc->nedcG,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1377   }
1378 
1379   /* Free */
1380   if (fl2g) {
1381     ierr = ISDestroy(&primals);CHKERRQ(ierr);
1382     for (i=0;i<nee;i++) {
1383       ierr = ISDestroy(&eedges[i]);CHKERRQ(ierr);
1384     }
1385     ierr = PetscFree(eedges);CHKERRQ(ierr);
1386   }
1387 
1388   /* hack mat_graph with primal dofs on the coarse edges */
1389   {
1390     PCBDDCGraph graph   = pcbddc->mat_graph;
1391     PetscInt    *oqueue = graph->queue;
1392     PetscInt    *ocptr  = graph->cptr;
1393     PetscInt    ncc,*idxs;
1394 
1395     /* find first primal edge */
1396     if (pcbddc->nedclocal) {
1397       ierr = ISGetIndices(pcbddc->nedclocal,(const PetscInt**)&idxs);CHKERRQ(ierr);
1398     } else {
1399       if (fl2g) {
1400         ierr = ISLocalToGlobalMappingApply(fl2g,nee,cedges,cedges);CHKERRQ(ierr);
1401       }
1402       idxs = cedges;
1403     }
1404     cum = 0;
1405     while (cum < nee && cedges[cum] < 0) cum++;
1406 
1407     /* adapt connected components */
1408     ierr = PetscMalloc2(graph->nvtxs+1,&graph->cptr,ocptr[graph->ncc],&graph->queue);CHKERRQ(ierr);
1409     graph->cptr[0] = 0;
1410     for (i=0,ncc=0;i<graph->ncc;i++) {
1411       PetscInt lc = ocptr[i+1]-ocptr[i];
1412       if (cum != nee && oqueue[ocptr[i+1]-1] == cedges[cum]) { /* this cc has a primal dof */
1413         graph->cptr[ncc+1] = graph->cptr[ncc]+1;
1414         graph->queue[graph->cptr[ncc]] = cedges[cum];
1415         ncc++;
1416         lc--;
1417         cum++;
1418         while (cum < nee && cedges[cum] < 0) cum++;
1419       }
1420       graph->cptr[ncc+1] = graph->cptr[ncc] + lc;
1421       for (j=0;j<lc;j++) graph->queue[graph->cptr[ncc]+j] = oqueue[ocptr[i]+j];
1422       ncc++;
1423     }
1424     graph->ncc = ncc;
1425     if (pcbddc->nedclocal) {
1426       ierr = ISRestoreIndices(pcbddc->nedclocal,(const PetscInt**)&idxs);CHKERRQ(ierr);
1427     }
1428     ierr = PetscFree2(ocptr,oqueue);CHKERRQ(ierr);
1429   }
1430   ierr = ISLocalToGlobalMappingDestroy(&fl2g);CHKERRQ(ierr);
1431   ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,&nee,&alleedges,&allprimals);CHKERRQ(ierr);
1432   ierr = PCBDDCGraphResetCSR(pcbddc->mat_graph);CHKERRQ(ierr);
1433   ierr = MatDestroy(&conn);CHKERRQ(ierr);
1434 
1435   ierr = ISDestroy(&nedfieldlocal);CHKERRQ(ierr);
1436   ierr = PetscFree(extrow);CHKERRQ(ierr);
1437   ierr = PetscFree2(work,rwork);CHKERRQ(ierr);
1438   ierr = PetscFree(corners);CHKERRQ(ierr);
1439   ierr = PetscFree(cedges);CHKERRQ(ierr);
1440   ierr = PetscFree(extrows);CHKERRQ(ierr);
1441   ierr = PetscFree(extcols);CHKERRQ(ierr);
1442   ierr = MatDestroy(&lG);CHKERRQ(ierr);
1443 
1444   /* Complete assembling */
1445   ierr = MatAssemblyEnd(T,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1446   if (pcbddc->nedcG) {
1447     ierr = MatAssemblyEnd(pcbddc->nedcG,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1448 #if 0
1449     ierr = PetscObjectSetName((PetscObject)pcbddc->nedcG,"coarse_G");CHKERRQ(ierr);
1450     ierr = MatView(pcbddc->nedcG,NULL);CHKERRQ(ierr);
1451 #endif
1452   }
1453 
1454   /* set change of basis */
1455   ierr = PCBDDCSetChangeOfBasisMat(pc,T,singular);CHKERRQ(ierr);
1456   ierr = MatDestroy(&T);CHKERRQ(ierr);
1457 
1458   PetscFunctionReturn(0);
1459 }
1460 
1461 /* the near-null space of BDDC carries information on quadrature weights,
1462    and these can be collinear -> so cheat with MatNullSpaceCreate
1463    and create a suitable set of basis vectors first */
1464 PetscErrorCode PCBDDCNullSpaceCreate(MPI_Comm comm, PetscBool has_const, PetscInt nvecs, Vec quad_vecs[], MatNullSpace *nnsp)
1465 {
1466   PetscErrorCode ierr;
1467   PetscInt       i;
1468 
1469   PetscFunctionBegin;
1470   for (i=0;i<nvecs;i++) {
1471     PetscInt first,last;
1472 
1473     ierr = VecGetOwnershipRange(quad_vecs[i],&first,&last);CHKERRQ(ierr);
1474     if (last-first < 2*nvecs && has_const) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not implemented");
1475     if (i>=first && i < last) {
1476       PetscScalar *data;
1477       ierr = VecGetArray(quad_vecs[i],&data);CHKERRQ(ierr);
1478       if (!has_const) {
1479         data[i-first] = 1.;
1480       } else {
1481         data[2*i-first] = 1./PetscSqrtReal(2.);
1482         data[2*i-first+1] = -1./PetscSqrtReal(2.);
1483       }
1484       ierr = VecRestoreArray(quad_vecs[i],&data);CHKERRQ(ierr);
1485     }
1486     ierr = PetscObjectStateIncrease((PetscObject)quad_vecs[i]);CHKERRQ(ierr);
1487   }
1488   ierr = MatNullSpaceCreate(comm,has_const,nvecs,quad_vecs,nnsp);CHKERRQ(ierr);
1489   for (i=0;i<nvecs;i++) { /* reset vectors */
1490     PetscInt first,last;
1491     ierr = VecLockPop(quad_vecs[i]);CHKERRQ(ierr);
1492     ierr = VecGetOwnershipRange(quad_vecs[i],&first,&last);CHKERRQ(ierr);
1493     if (i>=first && i < last) {
1494       PetscScalar *data;
1495       ierr = VecGetArray(quad_vecs[i],&data);CHKERRQ(ierr);
1496       if (!has_const) {
1497         data[i-first] = 0.;
1498       } else {
1499         data[2*i-first] = 0.;
1500         data[2*i-first+1] = 0.;
1501       }
1502       ierr = VecRestoreArray(quad_vecs[i],&data);CHKERRQ(ierr);
1503     }
1504     ierr = PetscObjectStateIncrease((PetscObject)quad_vecs[i]);CHKERRQ(ierr);
1505     ierr = VecLockPush(quad_vecs[i]);CHKERRQ(ierr);
1506   }
1507   PetscFunctionReturn(0);
1508 }
1509 
1510 PetscErrorCode PCBDDCComputeNoNetFlux(Mat A, Mat divudotp, PetscBool transpose, IS vl2l, PCBDDCGraph graph, MatNullSpace *nnsp)
1511 {
1512   Mat                    loc_divudotp;
1513   Vec                    p,v,vins,quad_vec,*quad_vecs;
1514   ISLocalToGlobalMapping map;
1515   IS                     *faces,*edges;
1516   PetscScalar            *vals;
1517   const PetscScalar      *array;
1518   PetscInt               i,maxneighs,lmaxneighs,maxsize,nf,ne;
1519   PetscMPIInt            rank;
1520   PetscErrorCode         ierr;
1521 
1522   PetscFunctionBegin;
1523   ierr = PCBDDCGraphGetCandidatesIS(graph,&nf,&faces,&ne,&edges,NULL);CHKERRQ(ierr);
1524   if (graph->twodim) {
1525     lmaxneighs = 2;
1526   } else {
1527     lmaxneighs = 1;
1528     for (i=0;i<ne;i++) {
1529       const PetscInt *idxs;
1530       ierr = ISGetIndices(edges[i],&idxs);CHKERRQ(ierr);
1531       lmaxneighs = PetscMax(lmaxneighs,graph->count[idxs[0]]);
1532       ierr = ISRestoreIndices(edges[i],&idxs);CHKERRQ(ierr);
1533     }
1534     lmaxneighs++; /* graph count does not include self */
1535   }
1536   ierr = MPIU_Allreduce(&lmaxneighs,&maxneighs,1,MPIU_INT,MPI_MAX,PetscObjectComm((PetscObject)A));CHKERRQ(ierr);
1537   maxsize = 0;
1538   for (i=0;i<ne;i++) {
1539     PetscInt nn;
1540     ierr = ISGetLocalSize(edges[i],&nn);CHKERRQ(ierr);
1541     maxsize = PetscMax(maxsize,nn);
1542   }
1543   for (i=0;i<nf;i++) {
1544     PetscInt nn;
1545     ierr = ISGetLocalSize(faces[i],&nn);CHKERRQ(ierr);
1546     maxsize = PetscMax(maxsize,nn);
1547   }
1548   ierr = PetscMalloc1(maxsize,&vals);CHKERRQ(ierr);
1549   /* create vectors to hold quadrature weights */
1550   ierr = MatCreateVecs(A,&quad_vec,NULL);CHKERRQ(ierr);
1551   if (!transpose) {
1552     ierr = MatGetLocalToGlobalMapping(A,&map,NULL);CHKERRQ(ierr);
1553   } else {
1554     ierr = MatGetLocalToGlobalMapping(A,NULL,&map);CHKERRQ(ierr);
1555   }
1556   ierr = VecDuplicateVecs(quad_vec,maxneighs,&quad_vecs);CHKERRQ(ierr);
1557   ierr = VecDestroy(&quad_vec);CHKERRQ(ierr);
1558   ierr = PCBDDCNullSpaceCreate(PetscObjectComm((PetscObject)A),PETSC_FALSE,maxneighs,quad_vecs,nnsp);CHKERRQ(ierr);
1559   for (i=0;i<maxneighs;i++) {
1560     ierr = VecLockPop(quad_vecs[i]);CHKERRQ(ierr);
1561     ierr = VecSetLocalToGlobalMapping(quad_vecs[i],map);CHKERRQ(ierr);
1562   }
1563 
1564   /* compute local quad vec */
1565   ierr = MatISGetLocalMat(divudotp,&loc_divudotp);CHKERRQ(ierr);
1566   if (!transpose) {
1567     ierr = MatCreateVecs(loc_divudotp,&v,&p);CHKERRQ(ierr);
1568   } else {
1569     ierr = MatCreateVecs(loc_divudotp,&p,&v);CHKERRQ(ierr);
1570   }
1571   ierr = VecSet(p,1.);CHKERRQ(ierr);
1572   if (!transpose) {
1573     ierr = MatMultTranspose(loc_divudotp,p,v);CHKERRQ(ierr);
1574   } else {
1575     ierr = MatMult(loc_divudotp,p,v);CHKERRQ(ierr);
1576   }
1577   if (vl2l) {
1578     Mat        lA;
1579     VecScatter sc;
1580 
1581     ierr = MatISGetLocalMat(A,&lA);CHKERRQ(ierr);
1582     ierr = MatCreateVecs(lA,&vins,NULL);CHKERRQ(ierr);
1583     ierr = VecScatterCreate(v,vl2l,vins,NULL,&sc);CHKERRQ(ierr);
1584     ierr = VecScatterBegin(sc,v,vins,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1585     ierr = VecScatterEnd(sc,v,vins,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1586     ierr = VecScatterDestroy(&sc);CHKERRQ(ierr);
1587   } else {
1588     vins = v;
1589   }
1590   ierr = VecGetArrayRead(vins,&array);CHKERRQ(ierr);
1591   ierr = VecDestroy(&p);CHKERRQ(ierr);
1592 
1593   /* insert in global quadrature vecs */
1594   ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)A),&rank);CHKERRQ(ierr);
1595   for (i=0;i<nf;i++) {
1596     const PetscInt    *idxs;
1597     PetscInt          idx,nn,j;
1598 
1599     ierr = ISGetIndices(faces[i],&idxs);CHKERRQ(ierr);
1600     ierr = ISGetLocalSize(faces[i],&nn);CHKERRQ(ierr);
1601     for (j=0;j<nn;j++) vals[j] = array[idxs[j]];
1602     ierr = PetscFindInt(rank,graph->count[idxs[0]],graph->neighbours_set[idxs[0]],&idx);CHKERRQ(ierr);
1603     idx  = -(idx+1);
1604     ierr = VecSetValuesLocal(quad_vecs[idx],nn,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
1605     ierr = ISRestoreIndices(faces[i],&idxs);CHKERRQ(ierr);
1606   }
1607   for (i=0;i<ne;i++) {
1608     const PetscInt    *idxs;
1609     PetscInt          idx,nn,j;
1610 
1611     ierr = ISGetIndices(edges[i],&idxs);CHKERRQ(ierr);
1612     ierr = ISGetLocalSize(edges[i],&nn);CHKERRQ(ierr);
1613     for (j=0;j<nn;j++) vals[j] = array[idxs[j]];
1614     ierr = PetscFindInt(rank,graph->count[idxs[0]],graph->neighbours_set[idxs[0]],&idx);CHKERRQ(ierr);
1615     idx  = -(idx+1);
1616     ierr = VecSetValuesLocal(quad_vecs[idx],nn,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
1617     ierr = ISRestoreIndices(edges[i],&idxs);CHKERRQ(ierr);
1618   }
1619   ierr = PCBDDCGraphRestoreCandidatesIS(graph,&nf,&faces,&ne,&edges,NULL);CHKERRQ(ierr);
1620   ierr = VecRestoreArrayRead(vins,&array);CHKERRQ(ierr);
1621   if (vl2l) {
1622     ierr = VecDestroy(&vins);CHKERRQ(ierr);
1623   }
1624   ierr = VecDestroy(&v);CHKERRQ(ierr);
1625   ierr = PetscFree(vals);CHKERRQ(ierr);
1626 
1627   /* assemble near null space */
1628   for (i=0;i<maxneighs;i++) {
1629     ierr = VecAssemblyBegin(quad_vecs[i]);CHKERRQ(ierr);
1630   }
1631   for (i=0;i<maxneighs;i++) {
1632     ierr = VecAssemblyEnd(quad_vecs[i]);CHKERRQ(ierr);
1633     ierr = VecLockPush(quad_vecs[i]);CHKERRQ(ierr);
1634   }
1635   ierr = VecDestroyVecs(maxneighs,&quad_vecs);CHKERRQ(ierr);
1636   PetscFunctionReturn(0);
1637 }
1638 
1639 
1640 PetscErrorCode PCBDDCComputeLocalTopologyInfo(PC pc)
1641 {
1642   PetscErrorCode ierr;
1643   Vec            local,global;
1644   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
1645   Mat_IS         *matis = (Mat_IS*)pc->pmat->data;
1646   PetscBool      monolithic = PETSC_FALSE;
1647 
1648   PetscFunctionBegin;
1649   ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC topology options","PC");CHKERRQ(ierr);
1650   ierr = PetscOptionsBool("-pc_bddc_monolithic","Discard any information on dofs splitting",NULL,monolithic,&monolithic,NULL);CHKERRQ(ierr);
1651   ierr = PetscOptionsEnd();CHKERRQ(ierr);
1652   /* need to convert from global to local topology information and remove references to information in global ordering */
1653   ierr = MatCreateVecs(pc->pmat,&global,NULL);CHKERRQ(ierr);
1654   ierr = MatCreateVecs(matis->A,&local,NULL);CHKERRQ(ierr);
1655   if (monolithic) goto boundary;
1656 
1657   if (pcbddc->user_provided_isfordofs) {
1658     if (pcbddc->n_ISForDofs) {
1659       PetscInt i;
1660       ierr = PetscMalloc1(pcbddc->n_ISForDofs,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1661       for (i=0;i<pcbddc->n_ISForDofs;i++) {
1662         ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->ISForDofs[i],&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1663         ierr = ISDestroy(&pcbddc->ISForDofs[i]);CHKERRQ(ierr);
1664       }
1665       pcbddc->n_ISForDofsLocal = pcbddc->n_ISForDofs;
1666       pcbddc->n_ISForDofs = 0;
1667       ierr = PetscFree(pcbddc->ISForDofs);CHKERRQ(ierr);
1668     }
1669   } else {
1670     if (!pcbddc->n_ISForDofsLocal) { /* field split not present */
1671       DM dm;
1672 
1673       ierr = PCGetDM(pc, &dm);CHKERRQ(ierr);
1674       if (!dm) {
1675         ierr = MatGetDM(pc->pmat, &dm);CHKERRQ(ierr);
1676       }
1677       if (dm) {
1678         IS      *fields;
1679         PetscInt nf,i;
1680         ierr = DMCreateFieldDecomposition(dm,&nf,NULL,&fields,NULL);CHKERRQ(ierr);
1681         ierr = PetscMalloc1(nf,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1682         for (i=0;i<nf;i++) {
1683           ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,fields[i],&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1684           ierr = ISDestroy(&fields[i]);CHKERRQ(ierr);
1685         }
1686         ierr = PetscFree(fields);CHKERRQ(ierr);
1687         pcbddc->n_ISForDofsLocal = nf;
1688       } else { /* See if MATIS has fields attached by the conversion from MatNest */
1689         PetscContainer   c;
1690 
1691         ierr = PetscObjectQuery((PetscObject)pc->pmat,"_convert_nest_lfields",(PetscObject*)&c);CHKERRQ(ierr);
1692         if (c) {
1693           MatISLocalFields lf;
1694           ierr = PetscContainerGetPointer(c,(void**)&lf);CHKERRQ(ierr);
1695           ierr = PCBDDCSetDofsSplittingLocal(pc,lf->nr,lf->rf);CHKERRQ(ierr);
1696         } else { /* fallback, create the default fields if bs > 1 */
1697           PetscInt i, n = matis->A->rmap->n;
1698           ierr = MatGetBlockSize(pc->pmat,&i);CHKERRQ(ierr);
1699           if (i > 1) {
1700             pcbddc->n_ISForDofsLocal = i;
1701             ierr = PetscMalloc1(pcbddc->n_ISForDofsLocal,&pcbddc->ISForDofsLocal);CHKERRQ(ierr);
1702             for (i=0;i<pcbddc->n_ISForDofsLocal;i++) {
1703               ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n/pcbddc->n_ISForDofsLocal,i,pcbddc->n_ISForDofsLocal,&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1704             }
1705           }
1706         }
1707       }
1708     } else {
1709       PetscInt i;
1710       for (i=0;i<pcbddc->n_ISForDofsLocal;i++) {
1711         ierr = PCBDDCConsistencyCheckIS(pc,MPI_LAND,&pcbddc->ISForDofsLocal[i]);CHKERRQ(ierr);
1712       }
1713     }
1714   }
1715 
1716 boundary:
1717   if (!pcbddc->DirichletBoundariesLocal && pcbddc->DirichletBoundaries) {
1718     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->DirichletBoundaries,&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
1719   } else if (pcbddc->DirichletBoundariesLocal) {
1720     ierr = PCBDDCConsistencyCheckIS(pc,MPI_LAND,&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
1721   }
1722   if (!pcbddc->NeumannBoundariesLocal && pcbddc->NeumannBoundaries) {
1723     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->NeumannBoundaries,&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
1724   } else if (pcbddc->NeumannBoundariesLocal) {
1725     ierr = PCBDDCConsistencyCheckIS(pc,MPI_LOR,&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
1726   }
1727   if (!pcbddc->user_primal_vertices_local && pcbddc->user_primal_vertices) {
1728     ierr = PCBDDCGlobalToLocal(matis->rctx,global,local,pcbddc->user_primal_vertices,&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
1729   }
1730   ierr = VecDestroy(&global);CHKERRQ(ierr);
1731   ierr = VecDestroy(&local);CHKERRQ(ierr);
1732 
1733   PetscFunctionReturn(0);
1734 }
1735 
1736 PetscErrorCode PCBDDCConsistencyCheckIS(PC pc, MPI_Op mop, IS *is)
1737 {
1738   Mat_IS          *matis = (Mat_IS*)(pc->pmat->data);
1739   PetscErrorCode  ierr;
1740   IS              nis;
1741   const PetscInt  *idxs;
1742   PetscInt        i,nd,n = matis->A->rmap->n,*nidxs,nnd;
1743   PetscBool       *ld;
1744 
1745   PetscFunctionBegin;
1746   if (mop != MPI_LAND && mop != MPI_LOR) SETERRQ(PetscObjectComm((PetscObject)(pc)),PETSC_ERR_SUP,"Supported are MPI_LAND and MPI_LOR");
1747   ierr = MatISSetUpSF(pc->pmat);CHKERRQ(ierr);
1748   if (mop == MPI_LAND) {
1749     /* init rootdata with true */
1750     ld   = (PetscBool*) matis->sf_rootdata;
1751     for (i=0;i<pc->pmat->rmap->n;i++) ld[i] = PETSC_TRUE;
1752   } else {
1753     ierr = PetscMemzero(matis->sf_rootdata,pc->pmat->rmap->n*sizeof(PetscBool));CHKERRQ(ierr);
1754   }
1755   ierr = PetscMemzero(matis->sf_leafdata,n*sizeof(PetscBool));CHKERRQ(ierr);
1756   ierr = ISGetLocalSize(*is,&nd);CHKERRQ(ierr);
1757   ierr = ISGetIndices(*is,&idxs);CHKERRQ(ierr);
1758   ld   = (PetscBool*) matis->sf_leafdata;
1759   for (i=0;i<nd;i++)
1760     if (-1 < idxs[i] && idxs[i] < n)
1761       ld[idxs[i]] = PETSC_TRUE;
1762   ierr = ISRestoreIndices(*is,&idxs);CHKERRQ(ierr);
1763   ierr = PetscSFReduceBegin(matis->sf,MPIU_BOOL,matis->sf_leafdata,matis->sf_rootdata,mop);CHKERRQ(ierr);
1764   ierr = PetscSFReduceEnd(matis->sf,MPIU_BOOL,matis->sf_leafdata,matis->sf_rootdata,mop);CHKERRQ(ierr);
1765   ierr = PetscSFBcastBegin(matis->sf,MPIU_BOOL,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
1766   ierr = PetscSFBcastEnd(matis->sf,MPIU_BOOL,matis->sf_rootdata,matis->sf_leafdata);CHKERRQ(ierr);
1767   if (mop == MPI_LAND) {
1768     ierr = PetscMalloc1(nd,&nidxs);CHKERRQ(ierr);
1769   } else {
1770     ierr = PetscMalloc1(n,&nidxs);CHKERRQ(ierr);
1771   }
1772   for (i=0,nnd=0;i<n;i++)
1773     if (ld[i])
1774       nidxs[nnd++] = i;
1775   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(*is)),nnd,nidxs,PETSC_OWN_POINTER,&nis);CHKERRQ(ierr);
1776   ierr = ISDestroy(is);CHKERRQ(ierr);
1777   *is  = nis;
1778   PetscFunctionReturn(0);
1779 }
1780 
1781 PetscErrorCode PCBDDCBenignRemoveInterior(PC pc,Vec r,Vec z)
1782 {
1783   PC_IS             *pcis = (PC_IS*)(pc->data);
1784   PC_BDDC           *pcbddc = (PC_BDDC*)(pc->data);
1785   PetscErrorCode    ierr;
1786 
1787   PetscFunctionBegin;
1788   if (!pcbddc->benign_have_null) {
1789     PetscFunctionReturn(0);
1790   }
1791   if (pcbddc->ChangeOfBasisMatrix) {
1792     Vec swap;
1793 
1794     ierr = MatMultTranspose(pcbddc->ChangeOfBasisMatrix,r,pcbddc->work_change);CHKERRQ(ierr);
1795     swap = pcbddc->work_change;
1796     pcbddc->work_change = r;
1797     r = swap;
1798   }
1799   ierr = VecScatterBegin(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1800   ierr = VecScatterEnd(pcis->global_to_D,r,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
1801   ierr = KSPSolve(pcbddc->ksp_D,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
1802   ierr = VecSet(z,0.);CHKERRQ(ierr);
1803   ierr = VecScatterBegin(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1804   ierr = VecScatterEnd(pcis->global_to_D,pcis->vec2_D,z,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
1805   if (pcbddc->ChangeOfBasisMatrix) {
1806     pcbddc->work_change = r;
1807     ierr = VecCopy(z,pcbddc->work_change);CHKERRQ(ierr);
1808     ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcbddc->work_change,z);CHKERRQ(ierr);
1809   }
1810   PetscFunctionReturn(0);
1811 }
1812 
1813 PetscErrorCode PCBDDCBenignMatMult_Private_Private(Mat A, Vec x, Vec y, PetscBool transpose)
1814 {
1815   PCBDDCBenignMatMult_ctx ctx;
1816   PetscErrorCode          ierr;
1817   PetscBool               apply_right,apply_left,reset_x;
1818 
1819   PetscFunctionBegin;
1820   ierr = MatShellGetContext(A,&ctx);CHKERRQ(ierr);
1821   if (transpose) {
1822     apply_right = ctx->apply_left;
1823     apply_left = ctx->apply_right;
1824   } else {
1825     apply_right = ctx->apply_right;
1826     apply_left = ctx->apply_left;
1827   }
1828   reset_x = PETSC_FALSE;
1829   if (apply_right) {
1830     const PetscScalar *ax;
1831     PetscInt          nl,i;
1832 
1833     ierr = VecGetLocalSize(x,&nl);CHKERRQ(ierr);
1834     ierr = VecGetArrayRead(x,&ax);CHKERRQ(ierr);
1835     ierr = PetscMemcpy(ctx->work,ax,nl*sizeof(PetscScalar));CHKERRQ(ierr);
1836     ierr = VecRestoreArrayRead(x,&ax);CHKERRQ(ierr);
1837     for (i=0;i<ctx->benign_n;i++) {
1838       PetscScalar    sum,val;
1839       const PetscInt *idxs;
1840       PetscInt       nz,j;
1841       ierr = ISGetLocalSize(ctx->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
1842       ierr = ISGetIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1843       sum = 0.;
1844       if (ctx->apply_p0) {
1845         val = ctx->work[idxs[nz-1]];
1846         for (j=0;j<nz-1;j++) {
1847           sum += ctx->work[idxs[j]];
1848           ctx->work[idxs[j]] += val;
1849         }
1850       } else {
1851         for (j=0;j<nz-1;j++) {
1852           sum += ctx->work[idxs[j]];
1853         }
1854       }
1855       ctx->work[idxs[nz-1]] -= sum;
1856       ierr = ISRestoreIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1857     }
1858     ierr = VecPlaceArray(x,ctx->work);CHKERRQ(ierr);
1859     reset_x = PETSC_TRUE;
1860   }
1861   if (transpose) {
1862     ierr = MatMultTranspose(ctx->A,x,y);CHKERRQ(ierr);
1863   } else {
1864     ierr = MatMult(ctx->A,x,y);CHKERRQ(ierr);
1865   }
1866   if (reset_x) {
1867     ierr = VecResetArray(x);CHKERRQ(ierr);
1868   }
1869   if (apply_left) {
1870     PetscScalar *ay;
1871     PetscInt    i;
1872 
1873     ierr = VecGetArray(y,&ay);CHKERRQ(ierr);
1874     for (i=0;i<ctx->benign_n;i++) {
1875       PetscScalar    sum,val;
1876       const PetscInt *idxs;
1877       PetscInt       nz,j;
1878       ierr = ISGetLocalSize(ctx->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
1879       ierr = ISGetIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1880       val = -ay[idxs[nz-1]];
1881       if (ctx->apply_p0) {
1882         sum = 0.;
1883         for (j=0;j<nz-1;j++) {
1884           sum += ay[idxs[j]];
1885           ay[idxs[j]] += val;
1886         }
1887         ay[idxs[nz-1]] += sum;
1888       } else {
1889         for (j=0;j<nz-1;j++) {
1890           ay[idxs[j]] += val;
1891         }
1892         ay[idxs[nz-1]] = 0.;
1893       }
1894       ierr = ISRestoreIndices(ctx->benign_zerodiag_subs[i],&idxs);CHKERRQ(ierr);
1895     }
1896     ierr = VecRestoreArray(y,&ay);CHKERRQ(ierr);
1897   }
1898   PetscFunctionReturn(0);
1899 }
1900 
1901 PetscErrorCode PCBDDCBenignMatMultTranspose_Private(Mat A, Vec x, Vec y)
1902 {
1903   PetscErrorCode ierr;
1904 
1905   PetscFunctionBegin;
1906   ierr = PCBDDCBenignMatMult_Private_Private(A,x,y,PETSC_TRUE);CHKERRQ(ierr);
1907   PetscFunctionReturn(0);
1908 }
1909 
1910 PetscErrorCode PCBDDCBenignMatMult_Private(Mat A, Vec x, Vec y)
1911 {
1912   PetscErrorCode ierr;
1913 
1914   PetscFunctionBegin;
1915   ierr = PCBDDCBenignMatMult_Private_Private(A,x,y,PETSC_FALSE);CHKERRQ(ierr);
1916   PetscFunctionReturn(0);
1917 }
1918 
1919 PetscErrorCode PCBDDCBenignShellMat(PC pc, PetscBool restore)
1920 {
1921   PC_IS                   *pcis = (PC_IS*)pc->data;
1922   PC_BDDC                 *pcbddc = (PC_BDDC*)pc->data;
1923   PCBDDCBenignMatMult_ctx ctx;
1924   PetscErrorCode          ierr;
1925 
1926   PetscFunctionBegin;
1927   if (!restore) {
1928     Mat                A_IB,A_BI;
1929     PetscScalar        *work;
1930     PCBDDCReuseSolvers reuse = pcbddc->sub_schurs ? pcbddc->sub_schurs->reuse_solver : NULL;
1931 
1932     if (pcbddc->benign_original_mat) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Benign original mat has not been restored");
1933     if (!pcbddc->benign_change || !pcbddc->benign_n || pcbddc->benign_change_explicit) PetscFunctionReturn(0);
1934     ierr = PetscMalloc1(pcis->n,&work);CHKERRQ(ierr);
1935     ierr = MatCreate(PETSC_COMM_SELF,&A_IB);CHKERRQ(ierr);
1936     ierr = MatSetSizes(A_IB,pcis->n-pcis->n_B,pcis->n_B,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
1937     ierr = MatSetType(A_IB,MATSHELL);CHKERRQ(ierr);
1938     ierr = MatShellSetOperation(A_IB,MATOP_MULT,(void (*)(void))PCBDDCBenignMatMult_Private);CHKERRQ(ierr);
1939     ierr = MatShellSetOperation(A_IB,MATOP_MULT_TRANSPOSE,(void (*)(void))PCBDDCBenignMatMultTranspose_Private);CHKERRQ(ierr);
1940     ierr = PetscNew(&ctx);CHKERRQ(ierr);
1941     ierr = MatShellSetContext(A_IB,ctx);CHKERRQ(ierr);
1942     ctx->apply_left = PETSC_TRUE;
1943     ctx->apply_right = PETSC_FALSE;
1944     ctx->apply_p0 = PETSC_FALSE;
1945     ctx->benign_n = pcbddc->benign_n;
1946     if (reuse) {
1947       ctx->benign_zerodiag_subs = reuse->benign_zerodiag_subs;
1948       ctx->free = PETSC_FALSE;
1949     } else { /* TODO: could be optimized for successive solves */
1950       ISLocalToGlobalMapping N_to_D;
1951       PetscInt               i;
1952 
1953       ierr = ISLocalToGlobalMappingCreateIS(pcis->is_I_local,&N_to_D);CHKERRQ(ierr);
1954       ierr = PetscMalloc1(pcbddc->benign_n,&ctx->benign_zerodiag_subs);CHKERRQ(ierr);
1955       for (i=0;i<pcbddc->benign_n;i++) {
1956         ierr = ISGlobalToLocalMappingApplyIS(N_to_D,IS_GTOLM_DROP,pcbddc->benign_zerodiag_subs[i],&ctx->benign_zerodiag_subs[i]);CHKERRQ(ierr);
1957       }
1958       ierr = ISLocalToGlobalMappingDestroy(&N_to_D);CHKERRQ(ierr);
1959       ctx->free = PETSC_TRUE;
1960     }
1961     ctx->A = pcis->A_IB;
1962     ctx->work = work;
1963     ierr = MatSetUp(A_IB);CHKERRQ(ierr);
1964     ierr = MatAssemblyBegin(A_IB,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1965     ierr = MatAssemblyEnd(A_IB,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
1966     pcis->A_IB = A_IB;
1967 
1968     /* A_BI as A_IB^T */
1969     ierr = MatCreateTranspose(A_IB,&A_BI);CHKERRQ(ierr);
1970     pcbddc->benign_original_mat = pcis->A_BI;
1971     pcis->A_BI = A_BI;
1972   } else {
1973     if (!pcbddc->benign_original_mat) {
1974       PetscFunctionReturn(0);
1975     }
1976     ierr = MatShellGetContext(pcis->A_IB,&ctx);CHKERRQ(ierr);
1977     ierr = MatDestroy(&pcis->A_IB);CHKERRQ(ierr);
1978     pcis->A_IB = ctx->A;
1979     ctx->A = NULL;
1980     ierr = MatDestroy(&pcis->A_BI);CHKERRQ(ierr);
1981     pcis->A_BI = pcbddc->benign_original_mat;
1982     pcbddc->benign_original_mat = NULL;
1983     if (ctx->free) {
1984       PetscInt i;
1985       for (i=0;i<ctx->benign_n;i++) {
1986         ierr = ISDestroy(&ctx->benign_zerodiag_subs[i]);CHKERRQ(ierr);
1987       }
1988       ierr = PetscFree(ctx->benign_zerodiag_subs);CHKERRQ(ierr);
1989     }
1990     ierr = PetscFree(ctx->work);CHKERRQ(ierr);
1991     ierr = PetscFree(ctx);CHKERRQ(ierr);
1992   }
1993   PetscFunctionReturn(0);
1994 }
1995 
1996 /* used just in bddc debug mode */
1997 PetscErrorCode PCBDDCBenignProject(PC pc, IS is1, IS is2, Mat *B)
1998 {
1999   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
2000   Mat_IS         *matis = (Mat_IS*)pc->pmat->data;
2001   Mat            An;
2002   PetscErrorCode ierr;
2003 
2004   PetscFunctionBegin;
2005   ierr = MatPtAP(matis->A,pcbddc->benign_change,MAT_INITIAL_MATRIX,2.0,&An);CHKERRQ(ierr);
2006   ierr = MatZeroRowsColumns(An,pcbddc->benign_n,pcbddc->benign_p0_lidx,1.0,NULL,NULL);CHKERRQ(ierr);
2007   if (is1) {
2008     ierr = MatCreateSubMatrix(An,is1,is2,MAT_INITIAL_MATRIX,B);CHKERRQ(ierr);
2009     ierr = MatDestroy(&An);CHKERRQ(ierr);
2010   } else {
2011     *B = An;
2012   }
2013   PetscFunctionReturn(0);
2014 }
2015 
2016 /* TODO: add reuse flag */
2017 PetscErrorCode MatSeqAIJCompress(Mat A, Mat *B)
2018 {
2019   Mat            Bt;
2020   PetscScalar    *a,*bdata;
2021   const PetscInt *ii,*ij;
2022   PetscInt       m,n,i,nnz,*bii,*bij;
2023   PetscBool      flg_row;
2024   PetscErrorCode ierr;
2025 
2026   PetscFunctionBegin;
2027   ierr = MatGetSize(A,&n,&m);CHKERRQ(ierr);
2028   ierr = MatGetRowIJ(A,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&ij,&flg_row);CHKERRQ(ierr);
2029   ierr = MatSeqAIJGetArray(A,&a);CHKERRQ(ierr);
2030   nnz = n;
2031   for (i=0;i<ii[n];i++) {
2032     if (PetscLikely(PetscAbsScalar(a[i]) > PETSC_SMALL)) nnz++;
2033   }
2034   ierr = PetscMalloc1(n+1,&bii);CHKERRQ(ierr);
2035   ierr = PetscMalloc1(nnz,&bij);CHKERRQ(ierr);
2036   ierr = PetscMalloc1(nnz,&bdata);CHKERRQ(ierr);
2037   nnz = 0;
2038   bii[0] = 0;
2039   for (i=0;i<n;i++) {
2040     PetscInt j;
2041     for (j=ii[i];j<ii[i+1];j++) {
2042       PetscScalar entry = a[j];
2043       if (PetscLikely(PetscAbsScalar(entry) > PETSC_SMALL) || ij[j] == i) {
2044         bij[nnz] = ij[j];
2045         bdata[nnz] = entry;
2046         nnz++;
2047       }
2048     }
2049     bii[i+1] = nnz;
2050   }
2051   ierr = MatSeqAIJRestoreArray(A,&a);CHKERRQ(ierr);
2052   ierr = MatCreateSeqAIJWithArrays(PetscObjectComm((PetscObject)A),n,m,bii,bij,bdata,&Bt);CHKERRQ(ierr);
2053   ierr = MatRestoreRowIJ(A,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&ij,&flg_row);CHKERRQ(ierr);
2054   {
2055     Mat_SeqAIJ *b = (Mat_SeqAIJ*)(Bt->data);
2056     b->free_a = PETSC_TRUE;
2057     b->free_ij = PETSC_TRUE;
2058   }
2059   *B = Bt;
2060   PetscFunctionReturn(0);
2061 }
2062 
2063 PetscErrorCode PCBDDCDetectDisconnectedComponents(PC pc, PetscInt *ncc, IS* cc[], IS* primalv)
2064 {
2065   Mat                    B = NULL;
2066   DM                     dm;
2067   IS                     is_dummy,*cc_n;
2068   ISLocalToGlobalMapping l2gmap_dummy;
2069   PCBDDCGraph            graph;
2070   PetscInt               *xadj_filtered = NULL,*adjncy_filtered = NULL;
2071   PetscInt               i,n;
2072   PetscInt               *xadj,*adjncy;
2073   PetscBool              isplex = PETSC_FALSE;
2074   PetscErrorCode         ierr;
2075 
2076   PetscFunctionBegin;
2077   if (ncc) *ncc = 0;
2078   if (cc) *cc = NULL;
2079   if (primalv) *primalv = NULL;
2080   ierr = PCBDDCGraphCreate(&graph);CHKERRQ(ierr);
2081   ierr = PCGetDM(pc,&dm);CHKERRQ(ierr);
2082   if (!dm) {
2083     ierr = MatGetDM(pc->pmat,&dm);CHKERRQ(ierr);
2084   }
2085   if (dm) {
2086     ierr = PetscObjectTypeCompare((PetscObject)dm,DMPLEX,&isplex);CHKERRQ(ierr);
2087   }
2088   if (isplex) { /* this code has been modified from plexpartition.c */
2089     PetscInt       p, pStart, pEnd, a, adjSize, idx, size, nroots;
2090     PetscInt      *adj = NULL;
2091     IS             cellNumbering;
2092     const PetscInt *cellNum;
2093     PetscBool      useCone, useClosure;
2094     PetscSection   section;
2095     PetscSegBuffer adjBuffer;
2096     PetscSF        sfPoint;
2097     PetscErrorCode ierr;
2098 
2099     PetscFunctionBegin;
2100     ierr = DMPlexGetHeightStratum(dm, 0, &pStart, &pEnd);CHKERRQ(ierr);
2101     ierr = DMGetPointSF(dm, &sfPoint);CHKERRQ(ierr);
2102     ierr = PetscSFGetGraph(sfPoint, &nroots, NULL, NULL, NULL);CHKERRQ(ierr);
2103     /* Build adjacency graph via a section/segbuffer */
2104     ierr = PetscSectionCreate(PetscObjectComm((PetscObject) dm), &section);CHKERRQ(ierr);
2105     ierr = PetscSectionSetChart(section, pStart, pEnd);CHKERRQ(ierr);
2106     ierr = PetscSegBufferCreate(sizeof(PetscInt),1000,&adjBuffer);CHKERRQ(ierr);
2107     /* Always use FVM adjacency to create partitioner graph */
2108     ierr = DMPlexGetAdjacencyUseCone(dm, &useCone);CHKERRQ(ierr);
2109     ierr = DMPlexGetAdjacencyUseClosure(dm, &useClosure);CHKERRQ(ierr);
2110     ierr = DMPlexSetAdjacencyUseCone(dm, PETSC_TRUE);CHKERRQ(ierr);
2111     ierr = DMPlexSetAdjacencyUseClosure(dm, PETSC_FALSE);CHKERRQ(ierr);
2112     ierr = DMPlexGetCellNumbering(dm, &cellNumbering);CHKERRQ(ierr);
2113     ierr = ISGetIndices(cellNumbering, &cellNum);CHKERRQ(ierr);
2114     for (n = 0, p = pStart; p < pEnd; p++) {
2115       /* Skip non-owned cells in parallel (ParMetis expects no overlap) */
2116       if (nroots > 0) {if (cellNum[p] < 0) continue;}
2117       adjSize = PETSC_DETERMINE;
2118       ierr = DMPlexGetAdjacency(dm, p, &adjSize, &adj);CHKERRQ(ierr);
2119       for (a = 0; a < adjSize; ++a) {
2120         const PetscInt point = adj[a];
2121         if (pStart <= point && point < pEnd) {
2122           PetscInt *PETSC_RESTRICT pBuf;
2123           ierr = PetscSectionAddDof(section, p, 1);CHKERRQ(ierr);
2124           ierr = PetscSegBufferGetInts(adjBuffer, 1, &pBuf);CHKERRQ(ierr);
2125           *pBuf = point;
2126         }
2127       }
2128       n++;
2129     }
2130     ierr = DMPlexSetAdjacencyUseCone(dm, useCone);CHKERRQ(ierr);
2131     ierr = DMPlexSetAdjacencyUseClosure(dm, useClosure);CHKERRQ(ierr);
2132     /* Derive CSR graph from section/segbuffer */
2133     ierr = PetscSectionSetUp(section);CHKERRQ(ierr);
2134     ierr = PetscSectionGetStorageSize(section, &size);CHKERRQ(ierr);
2135     ierr = PetscMalloc1(n+1, &xadj);CHKERRQ(ierr);
2136     for (idx = 0, p = pStart; p < pEnd; p++) {
2137       if (nroots > 0) {if (cellNum[p] < 0) continue;}
2138       ierr = PetscSectionGetOffset(section, p, &(xadj[idx++]));CHKERRQ(ierr);
2139     }
2140     xadj[n] = size;
2141     ierr = PetscSegBufferExtractAlloc(adjBuffer, &adjncy);CHKERRQ(ierr);
2142     /* Clean up */
2143     ierr = PetscSegBufferDestroy(&adjBuffer);CHKERRQ(ierr);
2144     ierr = PetscSectionDestroy(&section);CHKERRQ(ierr);
2145     ierr = PetscFree(adj);CHKERRQ(ierr);
2146     graph->xadj = xadj;
2147     graph->adjncy = adjncy;
2148   } else {
2149     Mat       A;
2150     PetscBool filter = PETSC_FALSE, isseqaij, flg_row;
2151 
2152     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2153     if (!A->rmap->N || !A->cmap->N) {
2154       ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
2155       PetscFunctionReturn(0);
2156     }
2157     ierr = PetscObjectTypeCompare((PetscObject)A,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
2158     if (!isseqaij && filter) {
2159       PetscBool isseqdense;
2160 
2161       ierr = PetscObjectTypeCompare((PetscObject)A,MATSEQDENSE,&isseqdense);CHKERRQ(ierr);
2162       if (!isseqdense) {
2163         ierr = MatConvert(A,MATSEQAIJ,MAT_INITIAL_MATRIX,&B);CHKERRQ(ierr);
2164       } else { /* TODO: rectangular case and LDA */
2165         PetscScalar *array;
2166         PetscReal   chop=1.e-6;
2167 
2168         ierr = MatDuplicate(A,MAT_COPY_VALUES,&B);CHKERRQ(ierr);
2169         ierr = MatDenseGetArray(B,&array);CHKERRQ(ierr);
2170         ierr = MatGetSize(B,&n,NULL);CHKERRQ(ierr);
2171         for (i=0;i<n;i++) {
2172           PetscInt j;
2173           for (j=i+1;j<n;j++) {
2174             PetscReal thresh = chop*(PetscAbsScalar(array[i*(n+1)])+PetscAbsScalar(array[j*(n+1)]));
2175             if (PetscAbsScalar(array[i*n+j]) < thresh) array[i*n+j] = 0.;
2176             if (PetscAbsScalar(array[j*n+i]) < thresh) array[j*n+i] = 0.;
2177           }
2178         }
2179         ierr = MatDenseRestoreArray(B,&array);CHKERRQ(ierr);
2180         ierr = MatConvert(B,MATSEQAIJ,MAT_INPLACE_MATRIX,&B);CHKERRQ(ierr);
2181       }
2182     } else {
2183       ierr = PetscObjectReference((PetscObject)A);CHKERRQ(ierr);
2184       B = A;
2185     }
2186     ierr = MatGetRowIJ(B,0,PETSC_TRUE,PETSC_FALSE,&n,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
2187 
2188     /* if filter is true, then removes entries lower than PETSC_SMALL in magnitude */
2189     if (filter) {
2190       PetscScalar *data;
2191       PetscInt    j,cum;
2192 
2193       ierr = PetscCalloc2(n+1,&xadj_filtered,xadj[n],&adjncy_filtered);CHKERRQ(ierr);
2194       ierr = MatSeqAIJGetArray(B,&data);CHKERRQ(ierr);
2195       cum = 0;
2196       for (i=0;i<n;i++) {
2197         PetscInt t;
2198 
2199         for (j=xadj[i];j<xadj[i+1];j++) {
2200           if (PetscUnlikely(PetscAbsScalar(data[j]) < PETSC_SMALL)) {
2201             continue;
2202           }
2203           adjncy_filtered[cum+xadj_filtered[i]++] = adjncy[j];
2204         }
2205         t = xadj_filtered[i];
2206         xadj_filtered[i] = cum;
2207         cum += t;
2208       }
2209       ierr = MatSeqAIJRestoreArray(B,&data);CHKERRQ(ierr);
2210       graph->xadj = xadj_filtered;
2211       graph->adjncy = adjncy_filtered;
2212     } else {
2213       graph->xadj = xadj;
2214       graph->adjncy = adjncy;
2215     }
2216   }
2217   /* compute local connected components using PCBDDCGraph */
2218   ierr = ISCreateStride(PETSC_COMM_SELF,n,0,1,&is_dummy);CHKERRQ(ierr);
2219   ierr = ISLocalToGlobalMappingCreateIS(is_dummy,&l2gmap_dummy);CHKERRQ(ierr);
2220   ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
2221   ierr = PCBDDCGraphInit(graph,l2gmap_dummy,n,PETSC_MAX_INT);CHKERRQ(ierr);
2222   ierr = ISLocalToGlobalMappingDestroy(&l2gmap_dummy);CHKERRQ(ierr);
2223   ierr = PCBDDCGraphSetUp(graph,1,NULL,NULL,0,NULL,NULL);CHKERRQ(ierr);
2224   ierr = PCBDDCGraphComputeConnectedComponents(graph);CHKERRQ(ierr);
2225 
2226   /* partial clean up */
2227   ierr = PetscFree2(xadj_filtered,adjncy_filtered);CHKERRQ(ierr);
2228   if (B) {
2229     PetscBool flg_row;
2230     ierr = MatRestoreRowIJ(B,0,PETSC_TRUE,PETSC_FALSE,&n,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
2231     ierr = MatDestroy(&B);CHKERRQ(ierr);
2232   }
2233   if (isplex) {
2234     ierr = PetscFree(xadj);CHKERRQ(ierr);
2235     ierr = PetscFree(adjncy);CHKERRQ(ierr);
2236   }
2237 
2238   /* get back data */
2239   if (isplex) {
2240     if (ncc) *ncc = graph->ncc;
2241     if (cc || primalv) {
2242       Mat          A;
2243       PetscBT      btv,btvt;
2244       PetscSection subSection;
2245       PetscInt     *ids,cum,cump,*cids,*pids;
2246 
2247       ierr = DMPlexGetSubdomainSection(dm,&subSection);CHKERRQ(ierr);
2248       ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2249       ierr = PetscMalloc3(A->rmap->n,&ids,graph->ncc+1,&cids,A->rmap->n,&pids);CHKERRQ(ierr);
2250       ierr = PetscBTCreate(A->rmap->n,&btv);CHKERRQ(ierr);
2251       ierr = PetscBTCreate(A->rmap->n,&btvt);CHKERRQ(ierr);
2252 
2253       cids[0] = 0;
2254       for (i = 0, cump = 0, cum = 0; i < graph->ncc; i++) {
2255         PetscInt j;
2256 
2257         ierr = PetscBTMemzero(A->rmap->n,btvt);CHKERRQ(ierr);
2258         for (j = graph->cptr[i]; j < graph->cptr[i+1]; j++) {
2259           PetscInt k, size, *closure = NULL, cell = graph->queue[j];
2260 
2261           ierr = DMPlexGetTransitiveClosure(dm,cell,PETSC_TRUE,&size,&closure);CHKERRQ(ierr);
2262           for (k = 0; k < 2*size; k += 2) {
2263             PetscInt s, p = closure[k], off, dof, cdof;
2264 
2265             ierr = PetscSectionGetConstraintDof(subSection, p, &cdof);CHKERRQ(ierr);
2266             ierr = PetscSectionGetOffset(subSection,p,&off);CHKERRQ(ierr);
2267             ierr = PetscSectionGetDof(subSection,p,&dof);CHKERRQ(ierr);
2268             for (s = 0; s < dof-cdof; s++) {
2269               if (PetscBTLookupSet(btvt,off+s)) continue;
2270               if (!PetscBTLookup(btv,off+s)) {
2271                 ids[cum++] = off+s;
2272               } else { /* cross-vertex */
2273                 pids[cump++] = off+s;
2274               }
2275             }
2276           }
2277           ierr = DMPlexRestoreTransitiveClosure(dm,cell,PETSC_TRUE,&size,&closure);CHKERRQ(ierr);
2278         }
2279         cids[i+1] = cum;
2280         /* mark dofs as already assigned */
2281         for (j = cids[i]; j < cids[i+1]; j++) {
2282           ierr = PetscBTSet(btv,ids[j]);CHKERRQ(ierr);
2283         }
2284       }
2285       if (cc) {
2286         ierr = PetscMalloc1(graph->ncc,&cc_n);CHKERRQ(ierr);
2287         for (i = 0; i < graph->ncc; i++) {
2288           ierr = ISCreateGeneral(PETSC_COMM_SELF,cids[i+1]-cids[i],ids+cids[i],PETSC_COPY_VALUES,&cc_n[i]);CHKERRQ(ierr);
2289         }
2290         *cc = cc_n;
2291       }
2292       if (primalv) {
2293         ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),cump,pids,PETSC_COPY_VALUES,primalv);CHKERRQ(ierr);
2294       }
2295       ierr = PetscFree3(ids,cids,pids);CHKERRQ(ierr);
2296       ierr = PetscBTDestroy(&btv);CHKERRQ(ierr);
2297       ierr = PetscBTDestroy(&btvt);CHKERRQ(ierr);
2298     }
2299   } else {
2300     if (ncc) *ncc = graph->ncc;
2301     if (cc) {
2302       ierr = PetscMalloc1(graph->ncc,&cc_n);CHKERRQ(ierr);
2303       for (i=0;i<graph->ncc;i++) {
2304         ierr = ISCreateGeneral(PETSC_COMM_SELF,graph->cptr[i+1]-graph->cptr[i],graph->queue+graph->cptr[i],PETSC_COPY_VALUES,&cc_n[i]);CHKERRQ(ierr);
2305       }
2306       *cc = cc_n;
2307     }
2308   }
2309   /* clean up graph */
2310   graph->xadj = 0;
2311   graph->adjncy = 0;
2312   ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
2313   PetscFunctionReturn(0);
2314 }
2315 
2316 PetscErrorCode PCBDDCBenignCheck(PC pc, IS zerodiag)
2317 {
2318   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2319   PC_IS*         pcis = (PC_IS*)(pc->data);
2320   IS             dirIS = NULL;
2321   PetscInt       i;
2322   PetscErrorCode ierr;
2323 
2324   PetscFunctionBegin;
2325   ierr = PCBDDCGraphGetDirichletDofs(pcbddc->mat_graph,&dirIS);CHKERRQ(ierr);
2326   if (zerodiag) {
2327     Mat            A;
2328     Vec            vec3_N;
2329     PetscScalar    *vals;
2330     const PetscInt *idxs;
2331     PetscInt       nz,*count;
2332 
2333     /* p0 */
2334     ierr = VecSet(pcis->vec1_N,0.);CHKERRQ(ierr);
2335     ierr = PetscMalloc1(pcis->n,&vals);CHKERRQ(ierr);
2336     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2337     ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2338     for (i=0;i<nz;i++) vals[i] = 1.;
2339     ierr = VecSetValues(pcis->vec1_N,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2340     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
2341     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
2342     /* v_I */
2343     ierr = VecSetRandom(pcis->vec2_N,NULL);CHKERRQ(ierr);
2344     for (i=0;i<nz;i++) vals[i] = 0.;
2345     ierr = VecSetValues(pcis->vec2_N,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2346     ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2347     ierr = ISGetIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2348     for (i=0;i<pcis->n_B;i++) vals[i] = 0.;
2349     ierr = VecSetValues(pcis->vec2_N,pcis->n_B,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2350     ierr = ISRestoreIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2351     if (dirIS) {
2352       PetscInt n;
2353 
2354       ierr = ISGetLocalSize(dirIS,&n);CHKERRQ(ierr);
2355       ierr = ISGetIndices(dirIS,&idxs);CHKERRQ(ierr);
2356       for (i=0;i<n;i++) vals[i] = 0.;
2357       ierr = VecSetValues(pcis->vec2_N,n,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2358       ierr = ISRestoreIndices(dirIS,&idxs);CHKERRQ(ierr);
2359     }
2360     ierr = VecAssemblyBegin(pcis->vec2_N);CHKERRQ(ierr);
2361     ierr = VecAssemblyEnd(pcis->vec2_N);CHKERRQ(ierr);
2362     ierr = VecDuplicate(pcis->vec1_N,&vec3_N);CHKERRQ(ierr);
2363     ierr = VecSet(vec3_N,0.);CHKERRQ(ierr);
2364     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2365     ierr = MatMult(A,pcis->vec1_N,vec3_N);CHKERRQ(ierr);
2366     ierr = VecDot(vec3_N,pcis->vec2_N,&vals[0]);CHKERRQ(ierr);
2367     if (PetscAbsScalar(vals[0]) > 1.e-1) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_SUP,"Benign trick can not be applied! b(v_I,p_0) = %1.6e (should be numerically 0.)",PetscAbsScalar(vals[0]));
2368     ierr = PetscFree(vals);CHKERRQ(ierr);
2369     ierr = VecDestroy(&vec3_N);CHKERRQ(ierr);
2370 
2371     /* there should not be any pressure dofs lying on the interface */
2372     ierr = PetscCalloc1(pcis->n,&count);CHKERRQ(ierr);
2373     ierr = ISGetIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2374     for (i=0;i<pcis->n_B;i++) count[idxs[i]]++;
2375     ierr = ISRestoreIndices(pcis->is_B_local,&idxs);CHKERRQ(ierr);
2376     ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2377     for (i=0;i<nz;i++) if (count[idxs[i]]) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_SUP,"Benign trick can not be applied! pressure dof %d is an interface dof",idxs[i]);
2378     ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2379     ierr = PetscFree(count);CHKERRQ(ierr);
2380   }
2381   ierr = ISDestroy(&dirIS);CHKERRQ(ierr);
2382 
2383   /* check PCBDDCBenignGetOrSetP0 */
2384   ierr = VecSetRandom(pcis->vec1_global,NULL);CHKERRQ(ierr);
2385   for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = -PetscGlobalRank-i;
2386   ierr = PCBDDCBenignGetOrSetP0(pc,pcis->vec1_global,PETSC_FALSE);CHKERRQ(ierr);
2387   for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = 1;
2388   ierr = PCBDDCBenignGetOrSetP0(pc,pcis->vec1_global,PETSC_TRUE);CHKERRQ(ierr);
2389   for (i=0;i<pcbddc->benign_n;i++) {
2390     PetscInt val = PetscRealPart(pcbddc->benign_p0[i]);
2391     if (val != -PetscGlobalRank-i) SETERRQ3(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error testing PCBDDCBenignGetOrSetP0! Found %g at %d instead of %g\n",PetscRealPart(pcbddc->benign_p0[i]),i,-PetscGlobalRank-i);
2392   }
2393   PetscFunctionReturn(0);
2394 }
2395 
2396 PetscErrorCode PCBDDCBenignDetectSaddlePoint(PC pc, IS *zerodiaglocal)
2397 {
2398   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2399   IS             pressures,zerodiag,zerodiag_save,*zerodiag_subs;
2400   PetscInt       nz,n;
2401   PetscInt       *interior_dofs,n_interior_dofs,nneu;
2402   PetscBool      sorted,have_null,has_null_pressures,recompute_zerodiag,checkb;
2403   PetscErrorCode ierr;
2404 
2405   PetscFunctionBegin;
2406   ierr = PetscSFDestroy(&pcbddc->benign_sf);CHKERRQ(ierr);
2407   ierr = MatDestroy(&pcbddc->benign_B0);CHKERRQ(ierr);
2408   for (n=0;n<pcbddc->benign_n;n++) {
2409     ierr = ISDestroy(&pcbddc->benign_zerodiag_subs[n]);CHKERRQ(ierr);
2410   }
2411   ierr = PetscFree(pcbddc->benign_zerodiag_subs);CHKERRQ(ierr);
2412   pcbddc->benign_n = 0;
2413 
2414   /* if a local info on dofs is present, uses the last field for "pressures" (or fid by command line)
2415      otherwise, it uses only zerodiagonal dofs (ok if the pressure block is all zero; it could fail if it is not)
2416      Checks if all the pressure dofs in each subdomain have a zero diagonal
2417      If not, a change of basis on pressures is not needed
2418      since the local Schur complements are already SPD
2419   */
2420   has_null_pressures = PETSC_TRUE;
2421   have_null = PETSC_TRUE;
2422   if (pcbddc->n_ISForDofsLocal) {
2423     IS       iP = NULL;
2424     PetscInt npl,*idxs,p = pcbddc->n_ISForDofsLocal-1;
2425 
2426     ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)pc),((PetscObject)pc)->prefix,"BDDC benign options","PC");CHKERRQ(ierr);
2427     ierr = PetscOptionsInt("-pc_bddc_pressure_field","Field id for pressures",NULL,p,&p,NULL);CHKERRQ(ierr);
2428     ierr = PetscOptionsEnd();CHKERRQ(ierr);
2429     if (p < 0 || p > pcbddc->n_ISForDofsLocal-1) SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Invalid field id for pressures %D",p);
2430     /* Dofs splitting for BDDC cannot have PETSC_COMM_SELF, so create a sequential IS */
2431     ierr = ISGetLocalSize(pcbddc->ISForDofsLocal[p],&npl);CHKERRQ(ierr);
2432     ierr = ISGetIndices(pcbddc->ISForDofsLocal[p],(const PetscInt**)&idxs);CHKERRQ(ierr);
2433     ierr = ISCreateGeneral(PETSC_COMM_SELF,npl,idxs,PETSC_COPY_VALUES,&pressures);CHKERRQ(ierr);
2434     ierr = ISRestoreIndices(pcbddc->ISForDofsLocal[p],(const PetscInt**)&idxs);CHKERRQ(ierr);
2435     /* remove zeroed out pressures if we are setting up a BDDC solver for a saddle-point FETI-DP */
2436     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_lP",(PetscObject*)&iP);CHKERRQ(ierr);
2437     if (iP) {
2438       IS newpressures;
2439 
2440       ierr = ISDifference(pressures,iP,&newpressures);CHKERRQ(ierr);
2441       ierr = ISDestroy(&pressures);CHKERRQ(ierr);
2442       pressures = newpressures;
2443     }
2444     ierr = ISSorted(pressures,&sorted);CHKERRQ(ierr);
2445     if (!sorted) {
2446       ierr = ISSort(pressures);CHKERRQ(ierr);
2447     }
2448   } else {
2449     pressures = NULL;
2450   }
2451   /* pcis has not been setup yet, so get the local size from the subdomain matrix */
2452   ierr = MatGetLocalSize(pcbddc->local_mat,&n,NULL);CHKERRQ(ierr);
2453   if (!n) pcbddc->benign_change_explicit = PETSC_TRUE;
2454   ierr = MatFindZeroDiagonals(pcbddc->local_mat,&zerodiag);CHKERRQ(ierr);
2455   ierr = ISSorted(zerodiag,&sorted);CHKERRQ(ierr);
2456   if (!sorted) {
2457     ierr = ISSort(zerodiag);CHKERRQ(ierr);
2458   }
2459   ierr = PetscObjectReference((PetscObject)zerodiag);CHKERRQ(ierr);
2460   zerodiag_save = zerodiag;
2461   ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2462   if (!nz) {
2463     if (n) have_null = PETSC_FALSE;
2464     has_null_pressures = PETSC_FALSE;
2465     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2466   }
2467   recompute_zerodiag = PETSC_FALSE;
2468   /* in case disconnected subdomains info is present, split the pressures accordingly (otherwise the benign trick could fail) */
2469   zerodiag_subs    = NULL;
2470   pcbddc->benign_n = 0;
2471   n_interior_dofs  = 0;
2472   interior_dofs    = NULL;
2473   nneu             = 0;
2474   if (pcbddc->NeumannBoundariesLocal) {
2475     ierr = ISGetLocalSize(pcbddc->NeumannBoundariesLocal,&nneu);CHKERRQ(ierr);
2476   }
2477   checkb = (PetscBool)(!pcbddc->NeumannBoundariesLocal || pcbddc->current_level);
2478   if (checkb) { /* need to compute interior nodes */
2479     PetscInt n,i,j;
2480     PetscInt n_neigh,*neigh,*n_shared,**shared;
2481     PetscInt *iwork;
2482 
2483     ierr = ISLocalToGlobalMappingGetSize(pc->pmat->rmap->mapping,&n);CHKERRQ(ierr);
2484     ierr = ISLocalToGlobalMappingGetInfo(pc->pmat->rmap->mapping,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
2485     ierr = PetscCalloc1(n,&iwork);CHKERRQ(ierr);
2486     ierr = PetscMalloc1(n,&interior_dofs);CHKERRQ(ierr);
2487     for (i=1;i<n_neigh;i++)
2488       for (j=0;j<n_shared[i];j++)
2489           iwork[shared[i][j]] += 1;
2490     for (i=0;i<n;i++)
2491       if (!iwork[i])
2492         interior_dofs[n_interior_dofs++] = i;
2493     ierr = PetscFree(iwork);CHKERRQ(ierr);
2494     ierr = ISLocalToGlobalMappingRestoreInfo(pc->pmat->rmap->mapping,&n_neigh,&neigh,&n_shared,&shared);CHKERRQ(ierr);
2495   }
2496   if (has_null_pressures) {
2497     IS             *subs;
2498     PetscInt       nsubs,i,j,nl;
2499     const PetscInt *idxs;
2500     PetscScalar    *array;
2501     Vec            *work;
2502     Mat_IS*        matis = (Mat_IS*)(pc->pmat->data);
2503 
2504     subs  = pcbddc->local_subs;
2505     nsubs = pcbddc->n_local_subs;
2506     /* these vectors are needed to check if the constant on pressures is in the kernel of the local operator B (i.e. B(v_I,p0) should be zero) */
2507     if (checkb) {
2508       ierr = VecDuplicateVecs(matis->y,2,&work);CHKERRQ(ierr);
2509       ierr = ISGetLocalSize(zerodiag,&nl);CHKERRQ(ierr);
2510       ierr = ISGetIndices(zerodiag,&idxs);CHKERRQ(ierr);
2511       /* work[0] = 1_p */
2512       ierr = VecSet(work[0],0.);CHKERRQ(ierr);
2513       ierr = VecGetArray(work[0],&array);CHKERRQ(ierr);
2514       for (j=0;j<nl;j++) array[idxs[j]] = 1.;
2515       ierr = VecRestoreArray(work[0],&array);CHKERRQ(ierr);
2516       /* work[0] = 1_v */
2517       ierr = VecSet(work[1],1.);CHKERRQ(ierr);
2518       ierr = VecGetArray(work[1],&array);CHKERRQ(ierr);
2519       for (j=0;j<nl;j++) array[idxs[j]] = 0.;
2520       ierr = VecRestoreArray(work[1],&array);CHKERRQ(ierr);
2521       ierr = ISRestoreIndices(zerodiag,&idxs);CHKERRQ(ierr);
2522     }
2523     if (nsubs > 1) {
2524       ierr = PetscCalloc1(nsubs,&zerodiag_subs);CHKERRQ(ierr);
2525       for (i=0;i<nsubs;i++) {
2526         ISLocalToGlobalMapping l2g;
2527         IS                     t_zerodiag_subs;
2528         PetscInt               nl;
2529 
2530         ierr = ISLocalToGlobalMappingCreateIS(subs[i],&l2g);CHKERRQ(ierr);
2531         ierr = ISGlobalToLocalMappingApplyIS(l2g,IS_GTOLM_DROP,zerodiag,&t_zerodiag_subs);CHKERRQ(ierr);
2532         ierr = ISGetLocalSize(t_zerodiag_subs,&nl);CHKERRQ(ierr);
2533         if (nl) {
2534           PetscBool valid = PETSC_TRUE;
2535 
2536           if (checkb) {
2537             ierr = VecSet(matis->x,0);CHKERRQ(ierr);
2538             ierr = ISGetLocalSize(subs[i],&nl);CHKERRQ(ierr);
2539             ierr = ISGetIndices(subs[i],&idxs);CHKERRQ(ierr);
2540             ierr = VecGetArray(matis->x,&array);CHKERRQ(ierr);
2541             for (j=0;j<nl;j++) array[idxs[j]] = 1.;
2542             ierr = VecRestoreArray(matis->x,&array);CHKERRQ(ierr);
2543             ierr = ISRestoreIndices(subs[i],&idxs);CHKERRQ(ierr);
2544             ierr = VecPointwiseMult(matis->x,work[0],matis->x);CHKERRQ(ierr);
2545             ierr = MatMult(matis->A,matis->x,matis->y);CHKERRQ(ierr);
2546             ierr = VecPointwiseMult(matis->y,work[1],matis->y);CHKERRQ(ierr);
2547             ierr = VecGetArray(matis->y,&array);CHKERRQ(ierr);
2548             for (j=0;j<n_interior_dofs;j++) {
2549               if (PetscAbsScalar(array[interior_dofs[j]]) > PETSC_SMALL) {
2550                 valid = PETSC_FALSE;
2551                 break;
2552               }
2553             }
2554             ierr = VecRestoreArray(matis->y,&array);CHKERRQ(ierr);
2555           }
2556           if (valid && nneu) {
2557             const PetscInt *idxs;
2558             PetscInt       nzb;
2559 
2560             ierr = ISGetIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
2561             ierr = ISGlobalToLocalMappingApply(l2g,IS_GTOLM_DROP,nneu,idxs,&nzb,NULL);CHKERRQ(ierr);
2562             ierr = ISRestoreIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
2563             if (nzb) valid = PETSC_FALSE;
2564           }
2565           if (valid && pressures) {
2566             IS t_pressure_subs;
2567             ierr = ISGlobalToLocalMappingApplyIS(l2g,IS_GTOLM_DROP,pressures,&t_pressure_subs);CHKERRQ(ierr);
2568             ierr = ISEqual(t_pressure_subs,t_zerodiag_subs,&valid);CHKERRQ(ierr);
2569             ierr = ISDestroy(&t_pressure_subs);CHKERRQ(ierr);
2570           }
2571           if (valid) {
2572             ierr = ISLocalToGlobalMappingApplyIS(l2g,t_zerodiag_subs,&zerodiag_subs[pcbddc->benign_n]);CHKERRQ(ierr);
2573             pcbddc->benign_n++;
2574           } else {
2575             recompute_zerodiag = PETSC_TRUE;
2576           }
2577         }
2578         ierr = ISDestroy(&t_zerodiag_subs);CHKERRQ(ierr);
2579         ierr = ISLocalToGlobalMappingDestroy(&l2g);CHKERRQ(ierr);
2580       }
2581     } else { /* there's just one subdomain (or zero if they have not been detected */
2582       PetscBool valid = PETSC_TRUE;
2583 
2584       if (nneu) valid = PETSC_FALSE;
2585       if (valid && pressures) {
2586         ierr = ISEqual(pressures,zerodiag,&valid);CHKERRQ(ierr);
2587       }
2588       if (valid && checkb) {
2589         ierr = MatMult(matis->A,work[0],matis->x);CHKERRQ(ierr);
2590         ierr = VecPointwiseMult(matis->x,work[1],matis->x);CHKERRQ(ierr);
2591         ierr = VecGetArray(matis->x,&array);CHKERRQ(ierr);
2592         for (j=0;j<n_interior_dofs;j++) {
2593           if (PetscAbsScalar(array[interior_dofs[j]]) > PETSC_SMALL) {
2594             valid = PETSC_FALSE;
2595             break;
2596           }
2597         }
2598         ierr = VecRestoreArray(matis->x,&array);CHKERRQ(ierr);
2599       }
2600       if (valid) {
2601         pcbddc->benign_n = 1;
2602         ierr = PetscMalloc1(pcbddc->benign_n,&zerodiag_subs);CHKERRQ(ierr);
2603         ierr = PetscObjectReference((PetscObject)zerodiag);CHKERRQ(ierr);
2604         zerodiag_subs[0] = zerodiag;
2605       }
2606     }
2607     if (checkb) {
2608       ierr = VecDestroyVecs(2,&work);CHKERRQ(ierr);
2609     }
2610   }
2611   ierr = PetscFree(interior_dofs);CHKERRQ(ierr);
2612 
2613   if (!pcbddc->benign_n) {
2614     PetscInt n;
2615 
2616     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2617     recompute_zerodiag = PETSC_FALSE;
2618     ierr = MatGetLocalSize(pcbddc->local_mat,&n,NULL);CHKERRQ(ierr);
2619     if (n) {
2620       has_null_pressures = PETSC_FALSE;
2621       have_null = PETSC_FALSE;
2622     }
2623   }
2624 
2625   /* final check for null pressures */
2626   if (zerodiag && pressures) {
2627     PetscInt nz,np;
2628     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2629     ierr = ISGetLocalSize(pressures,&np);CHKERRQ(ierr);
2630     if (nz != np) have_null = PETSC_FALSE;
2631   }
2632 
2633   if (recompute_zerodiag) {
2634     ierr = ISDestroy(&zerodiag);CHKERRQ(ierr);
2635     if (pcbddc->benign_n == 1) {
2636       ierr = PetscObjectReference((PetscObject)zerodiag_subs[0]);CHKERRQ(ierr);
2637       zerodiag = zerodiag_subs[0];
2638     } else {
2639       PetscInt i,nzn,*new_idxs;
2640 
2641       nzn = 0;
2642       for (i=0;i<pcbddc->benign_n;i++) {
2643         PetscInt ns;
2644         ierr = ISGetLocalSize(zerodiag_subs[i],&ns);CHKERRQ(ierr);
2645         nzn += ns;
2646       }
2647       ierr = PetscMalloc1(nzn,&new_idxs);CHKERRQ(ierr);
2648       nzn = 0;
2649       for (i=0;i<pcbddc->benign_n;i++) {
2650         PetscInt ns,*idxs;
2651         ierr = ISGetLocalSize(zerodiag_subs[i],&ns);CHKERRQ(ierr);
2652         ierr = ISGetIndices(zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2653         ierr = PetscMemcpy(new_idxs+nzn,idxs,ns*sizeof(PetscInt));CHKERRQ(ierr);
2654         ierr = ISRestoreIndices(zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2655         nzn += ns;
2656       }
2657       ierr = PetscSortInt(nzn,new_idxs);CHKERRQ(ierr);
2658       ierr = ISCreateGeneral(PETSC_COMM_SELF,nzn,new_idxs,PETSC_OWN_POINTER,&zerodiag);CHKERRQ(ierr);
2659     }
2660     have_null = PETSC_FALSE;
2661   }
2662 
2663   /* Prepare matrix to compute no-net-flux */
2664   if (pcbddc->compute_nonetflux && !pcbddc->divudotp) {
2665     Mat                    A,loc_divudotp;
2666     ISLocalToGlobalMapping rl2g,cl2g,l2gmap;
2667     IS                     row,col,isused = NULL;
2668     PetscInt               M,N,n,st,n_isused;
2669 
2670     if (pressures) {
2671       isused = pressures;
2672     } else {
2673       isused = zerodiag_save;
2674     }
2675     ierr = MatGetLocalToGlobalMapping(pc->pmat,&l2gmap,NULL);CHKERRQ(ierr);
2676     ierr = MatISGetLocalMat(pc->pmat,&A);CHKERRQ(ierr);
2677     ierr = MatGetLocalSize(A,&n,NULL);CHKERRQ(ierr);
2678     if (!isused && n) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_USER,"Don't know how to extract div u dot p! Please provide the pressure field");
2679     n_isused = 0;
2680     if (isused) {
2681       ierr = ISGetLocalSize(isused,&n_isused);CHKERRQ(ierr);
2682     }
2683     ierr = MPI_Scan(&n_isused,&st,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2684     st = st-n_isused;
2685     if (n) {
2686       const PetscInt *gidxs;
2687 
2688       ierr = MatCreateSubMatrix(A,isused,NULL,MAT_INITIAL_MATRIX,&loc_divudotp);CHKERRQ(ierr);
2689       ierr = ISLocalToGlobalMappingGetIndices(l2gmap,&gidxs);CHKERRQ(ierr);
2690       /* TODO: extend ISCreateStride with st = PETSC_DECIDE */
2691       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n_isused,st,1,&row);CHKERRQ(ierr);
2692       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),n,gidxs,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
2693       ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap,&gidxs);CHKERRQ(ierr);
2694     } else {
2695       ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,0,0,1,NULL,&loc_divudotp);CHKERRQ(ierr);
2696       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),n_isused,st,1,&row);CHKERRQ(ierr);
2697       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),0,NULL,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
2698     }
2699     ierr = MatGetSize(pc->pmat,NULL,&N);CHKERRQ(ierr);
2700     ierr = ISGetSize(row,&M);CHKERRQ(ierr);
2701     ierr = ISLocalToGlobalMappingCreateIS(row,&rl2g);CHKERRQ(ierr);
2702     ierr = ISLocalToGlobalMappingCreateIS(col,&cl2g);CHKERRQ(ierr);
2703     ierr = ISDestroy(&row);CHKERRQ(ierr);
2704     ierr = ISDestroy(&col);CHKERRQ(ierr);
2705     ierr = MatCreate(PetscObjectComm((PetscObject)pc),&pcbddc->divudotp);CHKERRQ(ierr);
2706     ierr = MatSetType(pcbddc->divudotp,MATIS);CHKERRQ(ierr);
2707     ierr = MatSetSizes(pcbddc->divudotp,PETSC_DECIDE,PETSC_DECIDE,M,N);CHKERRQ(ierr);
2708     ierr = MatSetLocalToGlobalMapping(pcbddc->divudotp,rl2g,cl2g);CHKERRQ(ierr);
2709     ierr = ISLocalToGlobalMappingDestroy(&rl2g);CHKERRQ(ierr);
2710     ierr = ISLocalToGlobalMappingDestroy(&cl2g);CHKERRQ(ierr);
2711     ierr = MatISSetLocalMat(pcbddc->divudotp,loc_divudotp);CHKERRQ(ierr);
2712     ierr = MatDestroy(&loc_divudotp);CHKERRQ(ierr);
2713     ierr = MatAssemblyBegin(pcbddc->divudotp,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2714     ierr = MatAssemblyEnd(pcbddc->divudotp,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2715   }
2716   ierr = ISDestroy(&zerodiag_save);CHKERRQ(ierr);
2717 
2718   /* change of basis and p0 dofs */
2719   if (has_null_pressures) {
2720     IS             zerodiagc;
2721     const PetscInt *idxs,*idxsc;
2722     PetscInt       i,s,*nnz;
2723 
2724     ierr = ISGetLocalSize(zerodiag,&nz);CHKERRQ(ierr);
2725     ierr = ISComplement(zerodiag,0,n,&zerodiagc);CHKERRQ(ierr);
2726     ierr = ISGetIndices(zerodiagc,&idxsc);CHKERRQ(ierr);
2727     /* local change of basis for pressures */
2728     ierr = MatDestroy(&pcbddc->benign_change);CHKERRQ(ierr);
2729     ierr = MatCreate(PetscObjectComm((PetscObject)pcbddc->local_mat),&pcbddc->benign_change);CHKERRQ(ierr);
2730     ierr = MatSetType(pcbddc->benign_change,MATAIJ);CHKERRQ(ierr);
2731     ierr = MatSetSizes(pcbddc->benign_change,n,n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
2732     ierr = PetscMalloc1(n,&nnz);CHKERRQ(ierr);
2733     for (i=0;i<n-nz;i++) nnz[idxsc[i]] = 1; /* identity on velocities plus pressure dofs for non-singular subdomains */
2734     for (i=0;i<pcbddc->benign_n;i++) {
2735       PetscInt nzs,j;
2736 
2737       ierr = ISGetLocalSize(zerodiag_subs[i],&nzs);CHKERRQ(ierr);
2738       ierr = ISGetIndices(zerodiag_subs[i],&idxs);CHKERRQ(ierr);
2739       for (j=0;j<nzs-1;j++) nnz[idxs[j]] = 2; /* change on pressures */
2740       nnz[idxs[nzs-1]] = nzs; /* last local pressure dof in subdomain */
2741       ierr = ISRestoreIndices(zerodiag_subs[i],&idxs);CHKERRQ(ierr);
2742     }
2743     ierr = MatSeqAIJSetPreallocation(pcbddc->benign_change,0,nnz);CHKERRQ(ierr);
2744     ierr = PetscFree(nnz);CHKERRQ(ierr);
2745     /* set identity on velocities */
2746     for (i=0;i<n-nz;i++) {
2747       ierr = MatSetValue(pcbddc->benign_change,idxsc[i],idxsc[i],1.,INSERT_VALUES);CHKERRQ(ierr);
2748     }
2749     ierr = ISRestoreIndices(zerodiagc,&idxsc);CHKERRQ(ierr);
2750     ierr = ISDestroy(&zerodiagc);CHKERRQ(ierr);
2751     ierr = PetscFree3(pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx,pcbddc->benign_p0);CHKERRQ(ierr);
2752     ierr = PetscMalloc3(pcbddc->benign_n,&pcbddc->benign_p0_lidx,pcbddc->benign_n,&pcbddc->benign_p0_gidx,pcbddc->benign_n,&pcbddc->benign_p0);CHKERRQ(ierr);
2753     /* set change on pressures */
2754     for (s=0;s<pcbddc->benign_n;s++) {
2755       PetscScalar *array;
2756       PetscInt    nzs;
2757 
2758       ierr = ISGetLocalSize(zerodiag_subs[s],&nzs);CHKERRQ(ierr);
2759       ierr = ISGetIndices(zerodiag_subs[s],&idxs);CHKERRQ(ierr);
2760       for (i=0;i<nzs-1;i++) {
2761         PetscScalar vals[2];
2762         PetscInt    cols[2];
2763 
2764         cols[0] = idxs[i];
2765         cols[1] = idxs[nzs-1];
2766         vals[0] = 1.;
2767         vals[1] = 1.;
2768         ierr = MatSetValues(pcbddc->benign_change,1,cols,2,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
2769       }
2770       ierr = PetscMalloc1(nzs,&array);CHKERRQ(ierr);
2771       for (i=0;i<nzs-1;i++) array[i] = -1.;
2772       array[nzs-1] = 1.;
2773       ierr = MatSetValues(pcbddc->benign_change,1,idxs+nzs-1,nzs,idxs,array,INSERT_VALUES);CHKERRQ(ierr);
2774       /* store local idxs for p0 */
2775       pcbddc->benign_p0_lidx[s] = idxs[nzs-1];
2776       ierr = ISRestoreIndices(zerodiag_subs[s],&idxs);CHKERRQ(ierr);
2777       ierr = PetscFree(array);CHKERRQ(ierr);
2778     }
2779     ierr = MatAssemblyBegin(pcbddc->benign_change,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2780     ierr = MatAssemblyEnd(pcbddc->benign_change,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2781     /* project if needed */
2782     if (pcbddc->benign_change_explicit) {
2783       Mat M;
2784 
2785       ierr = MatPtAP(pcbddc->local_mat,pcbddc->benign_change,MAT_INITIAL_MATRIX,2.0,&M);CHKERRQ(ierr);
2786       ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
2787       ierr = MatSeqAIJCompress(M,&pcbddc->local_mat);CHKERRQ(ierr);
2788       ierr = MatDestroy(&M);CHKERRQ(ierr);
2789     }
2790     /* store global idxs for p0 */
2791     ierr = ISLocalToGlobalMappingApply(pc->pmat->rmap->mapping,pcbddc->benign_n,pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx);CHKERRQ(ierr);
2792   }
2793   pcbddc->benign_zerodiag_subs = zerodiag_subs;
2794   ierr = ISDestroy(&pressures);CHKERRQ(ierr);
2795 
2796   /* determines if the coarse solver will be singular or not */
2797   ierr = MPI_Allreduce(&have_null,&pcbddc->benign_null,1,MPIU_BOOL,MPI_LAND,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2798   /* determines if the problem has subdomains with 0 pressure block */
2799   ierr = MPI_Allreduce(&have_null,&pcbddc->benign_have_null,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
2800   *zerodiaglocal = zerodiag;
2801   PetscFunctionReturn(0);
2802 }
2803 
2804 PetscErrorCode PCBDDCBenignGetOrSetP0(PC pc, Vec v, PetscBool get)
2805 {
2806   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2807   PetscScalar    *array;
2808   PetscErrorCode ierr;
2809 
2810   PetscFunctionBegin;
2811   if (!pcbddc->benign_sf) {
2812     ierr = PetscSFCreate(PetscObjectComm((PetscObject)pc),&pcbddc->benign_sf);CHKERRQ(ierr);
2813     ierr = PetscSFSetGraphLayout(pcbddc->benign_sf,pc->pmat->rmap,pcbddc->benign_n,NULL,PETSC_OWN_POINTER,pcbddc->benign_p0_gidx);CHKERRQ(ierr);
2814   }
2815   if (get) {
2816     ierr = VecGetArrayRead(v,(const PetscScalar**)&array);CHKERRQ(ierr);
2817     ierr = PetscSFBcastBegin(pcbddc->benign_sf,MPIU_SCALAR,array,pcbddc->benign_p0);CHKERRQ(ierr);
2818     ierr = PetscSFBcastEnd(pcbddc->benign_sf,MPIU_SCALAR,array,pcbddc->benign_p0);CHKERRQ(ierr);
2819     ierr = VecRestoreArrayRead(v,(const PetscScalar**)&array);CHKERRQ(ierr);
2820   } else {
2821     ierr = VecGetArray(v,&array);CHKERRQ(ierr);
2822     ierr = PetscSFReduceBegin(pcbddc->benign_sf,MPIU_SCALAR,pcbddc->benign_p0,array,MPIU_REPLACE);CHKERRQ(ierr);
2823     ierr = PetscSFReduceEnd(pcbddc->benign_sf,MPIU_SCALAR,pcbddc->benign_p0,array,MPIU_REPLACE);CHKERRQ(ierr);
2824     ierr = VecRestoreArray(v,&array);CHKERRQ(ierr);
2825   }
2826   PetscFunctionReturn(0);
2827 }
2828 
2829 PetscErrorCode PCBDDCBenignPopOrPushB0(PC pc, PetscBool pop)
2830 {
2831   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
2832   PetscErrorCode ierr;
2833 
2834   PetscFunctionBegin;
2835   /* TODO: add error checking
2836     - avoid nested pop (or push) calls.
2837     - cannot push before pop.
2838     - cannot call this if pcbddc->local_mat is NULL
2839   */
2840   if (!pcbddc->benign_n) {
2841     PetscFunctionReturn(0);
2842   }
2843   if (pop) {
2844     if (pcbddc->benign_change_explicit) {
2845       IS       is_p0;
2846       MatReuse reuse;
2847 
2848       /* extract B_0 */
2849       reuse = MAT_INITIAL_MATRIX;
2850       if (pcbddc->benign_B0) {
2851         reuse = MAT_REUSE_MATRIX;
2852       }
2853       ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddc->benign_n,pcbddc->benign_p0_lidx,PETSC_COPY_VALUES,&is_p0);CHKERRQ(ierr);
2854       ierr = MatCreateSubMatrix(pcbddc->local_mat,is_p0,NULL,reuse,&pcbddc->benign_B0);CHKERRQ(ierr);
2855       /* remove rows and cols from local problem */
2856       ierr = MatSetOption(pcbddc->local_mat,MAT_KEEP_NONZERO_PATTERN,PETSC_TRUE);CHKERRQ(ierr);
2857       ierr = MatSetOption(pcbddc->local_mat,MAT_NEW_NONZERO_LOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
2858       ierr = MatZeroRowsColumnsIS(pcbddc->local_mat,is_p0,1.0,NULL,NULL);CHKERRQ(ierr);
2859       ierr = ISDestroy(&is_p0);CHKERRQ(ierr);
2860     } else {
2861       Mat_IS      *matis = (Mat_IS*)pc->pmat->data;
2862       PetscScalar *vals;
2863       PetscInt    i,n,*idxs_ins;
2864 
2865       ierr = VecGetLocalSize(matis->y,&n);CHKERRQ(ierr);
2866       ierr = PetscMalloc2(n,&idxs_ins,n,&vals);CHKERRQ(ierr);
2867       if (!pcbddc->benign_B0) {
2868         PetscInt *nnz;
2869         ierr = MatCreate(PetscObjectComm((PetscObject)pcbddc->local_mat),&pcbddc->benign_B0);CHKERRQ(ierr);
2870         ierr = MatSetType(pcbddc->benign_B0,MATAIJ);CHKERRQ(ierr);
2871         ierr = MatSetSizes(pcbddc->benign_B0,pcbddc->benign_n,n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
2872         ierr = PetscMalloc1(pcbddc->benign_n,&nnz);CHKERRQ(ierr);
2873         for (i=0;i<pcbddc->benign_n;i++) {
2874           ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[i],&nnz[i]);CHKERRQ(ierr);
2875           nnz[i] = n - nnz[i];
2876         }
2877         ierr = MatSeqAIJSetPreallocation(pcbddc->benign_B0,0,nnz);CHKERRQ(ierr);
2878         ierr = PetscFree(nnz);CHKERRQ(ierr);
2879       }
2880 
2881       for (i=0;i<pcbddc->benign_n;i++) {
2882         PetscScalar *array;
2883         PetscInt    *idxs,j,nz,cum;
2884 
2885         ierr = VecSet(matis->x,0.);CHKERRQ(ierr);
2886         ierr = ISGetLocalSize(pcbddc->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
2887         ierr = ISGetIndices(pcbddc->benign_zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2888         for (j=0;j<nz;j++) vals[j] = 1.;
2889         ierr = VecSetValues(matis->x,nz,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
2890         ierr = VecAssemblyBegin(matis->x);CHKERRQ(ierr);
2891         ierr = VecAssemblyEnd(matis->x);CHKERRQ(ierr);
2892         ierr = VecSet(matis->y,0.);CHKERRQ(ierr);
2893         ierr = MatMult(matis->A,matis->x,matis->y);CHKERRQ(ierr);
2894         ierr = VecGetArray(matis->y,&array);CHKERRQ(ierr);
2895         cum = 0;
2896         for (j=0;j<n;j++) {
2897           if (PetscUnlikely(PetscAbsScalar(array[j]) > PETSC_SMALL)) {
2898             vals[cum] = array[j];
2899             idxs_ins[cum] = j;
2900             cum++;
2901           }
2902         }
2903         ierr = MatSetValues(pcbddc->benign_B0,1,&i,cum,idxs_ins,vals,INSERT_VALUES);CHKERRQ(ierr);
2904         ierr = VecRestoreArray(matis->y,&array);CHKERRQ(ierr);
2905         ierr = ISRestoreIndices(pcbddc->benign_zerodiag_subs[i],(const PetscInt**)&idxs);CHKERRQ(ierr);
2906       }
2907       ierr = MatAssemblyBegin(pcbddc->benign_B0,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2908       ierr = MatAssemblyEnd(pcbddc->benign_B0,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2909       ierr = PetscFree2(idxs_ins,vals);CHKERRQ(ierr);
2910     }
2911   } else { /* push */
2912     if (pcbddc->benign_change_explicit) {
2913       PetscInt i;
2914 
2915       for (i=0;i<pcbddc->benign_n;i++) {
2916         PetscScalar *B0_vals;
2917         PetscInt    *B0_cols,B0_ncol;
2918 
2919         ierr = MatGetRow(pcbddc->benign_B0,i,&B0_ncol,(const PetscInt**)&B0_cols,(const PetscScalar**)&B0_vals);CHKERRQ(ierr);
2920         ierr = MatSetValues(pcbddc->local_mat,1,pcbddc->benign_p0_lidx+i,B0_ncol,B0_cols,B0_vals,INSERT_VALUES);CHKERRQ(ierr);
2921         ierr = MatSetValues(pcbddc->local_mat,B0_ncol,B0_cols,1,pcbddc->benign_p0_lidx+i,B0_vals,INSERT_VALUES);CHKERRQ(ierr);
2922         ierr = MatSetValue(pcbddc->local_mat,pcbddc->benign_p0_lidx[i],pcbddc->benign_p0_lidx[i],0.0,INSERT_VALUES);CHKERRQ(ierr);
2923         ierr = MatRestoreRow(pcbddc->benign_B0,i,&B0_ncol,(const PetscInt**)&B0_cols,(const PetscScalar**)&B0_vals);CHKERRQ(ierr);
2924       }
2925       ierr = MatAssemblyBegin(pcbddc->local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2926       ierr = MatAssemblyEnd(pcbddc->local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
2927     } else {
2928       SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Cannot push B0!\n");
2929     }
2930   }
2931   PetscFunctionReturn(0);
2932 }
2933 
2934 PetscErrorCode PCBDDCAdaptiveSelection(PC pc)
2935 {
2936   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
2937   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
2938   PetscBLASInt    B_dummyint,B_neigs,B_ierr,B_lwork;
2939   PetscBLASInt    *B_iwork,*B_ifail;
2940   PetscScalar     *work,lwork;
2941   PetscScalar     *St,*S,*eigv;
2942   PetscScalar     *Sarray,*Starray;
2943   PetscReal       *eigs,thresh;
2944   PetscInt        i,nmax,nmin,nv,cum,mss,cum2,cumarray,maxneigs;
2945   PetscBool       allocated_S_St;
2946 #if defined(PETSC_USE_COMPLEX)
2947   PetscReal       *rwork;
2948 #endif
2949   PetscErrorCode  ierr;
2950 
2951   PetscFunctionBegin;
2952   if (!sub_schurs) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Adaptive selection of constraints requires SubSchurs data");
2953   if (!sub_schurs->schur_explicit) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_SUP,"Adaptive selection of constraints requires MUMPS and/or MKL_CPARDISO");
2954   if (sub_schurs->n_subs && (!sub_schurs->is_hermitian || !sub_schurs->is_posdef)) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_SUP,"Adaptive selection not yet implemented for general matrix pencils (herm %d, posdef %d)\nRerun with -sub_schurs_hermitian 1 -sub_schurs_posdef 1 if the problem is SPD",sub_schurs->is_hermitian,sub_schurs->is_posdef);
2955 
2956   if (pcbddc->dbg_flag) {
2957     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
2958     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
2959     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check adaptive selection of constraints\n");CHKERRQ(ierr);
2960     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
2961   }
2962 
2963   if (pcbddc->dbg_flag) {
2964     PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d cc %d (%d,%d).\n",PetscGlobalRank,sub_schurs->n_subs,sub_schurs->is_hermitian,sub_schurs->is_posdef);
2965   }
2966 
2967   /* max size of subsets */
2968   mss = 0;
2969   for (i=0;i<sub_schurs->n_subs;i++) {
2970     PetscInt subset_size;
2971 
2972     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
2973     mss = PetscMax(mss,subset_size);
2974   }
2975 
2976   /* min/max and threshold */
2977   nmax = pcbddc->adaptive_nmax > 0 ? pcbddc->adaptive_nmax : mss;
2978   nmin = pcbddc->adaptive_nmin > 0 ? pcbddc->adaptive_nmin : 0;
2979   nmax = PetscMax(nmin,nmax);
2980   allocated_S_St = PETSC_FALSE;
2981   if (nmin) {
2982     allocated_S_St = PETSC_TRUE;
2983   }
2984 
2985   /* allocate lapack workspace */
2986   cum = cum2 = 0;
2987   maxneigs = 0;
2988   for (i=0;i<sub_schurs->n_subs;i++) {
2989     PetscInt n,subset_size;
2990 
2991     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
2992     n = PetscMin(subset_size,nmax);
2993     cum += subset_size;
2994     cum2 += subset_size*n;
2995     maxneigs = PetscMax(maxneigs,n);
2996   }
2997   if (mss) {
2998     if (sub_schurs->is_hermitian && sub_schurs->is_posdef) {
2999       PetscBLASInt B_itype = 1;
3000       PetscBLASInt B_N = mss;
3001       PetscReal    zero = 0.0;
3002       PetscReal    eps = 0.0; /* dlamch? */
3003 
3004       B_lwork = -1;
3005       S = NULL;
3006       St = NULL;
3007       eigs = NULL;
3008       eigv = NULL;
3009       B_iwork = NULL;
3010       B_ifail = NULL;
3011 #if defined(PETSC_USE_COMPLEX)
3012       rwork = NULL;
3013 #endif
3014       thresh = 1.0;
3015       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3016 #if defined(PETSC_USE_COMPLEX)
3017       PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&zero,&thresh,&B_dummyint,&B_dummyint,&eps,&B_neigs,eigs,eigv,&B_N,&lwork,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3018 #else
3019       PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&zero,&thresh,&B_dummyint,&B_dummyint,&eps,&B_neigs,eigs,eigv,&B_N,&lwork,&B_lwork,B_iwork,B_ifail,&B_ierr));
3020 #endif
3021       if (B_ierr != 0) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYGVX Lapack routine %d",(int)B_ierr);
3022       ierr = PetscFPTrapPop();CHKERRQ(ierr);
3023     } else {
3024         /* TODO */
3025     }
3026   } else {
3027     lwork = 0;
3028   }
3029 
3030   nv = 0;
3031   if (sub_schurs->is_vertices && pcbddc->use_vertices) { /* complement set of active subsets, each entry is a vertex (boundary made by active subsets, vertices and dirichlet dofs) */
3032     ierr = ISGetLocalSize(sub_schurs->is_vertices,&nv);CHKERRQ(ierr);
3033   }
3034   ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lwork),&B_lwork);CHKERRQ(ierr);
3035   if (allocated_S_St) {
3036     ierr = PetscMalloc2(mss*mss,&S,mss*mss,&St);CHKERRQ(ierr);
3037   }
3038   ierr = PetscMalloc5(mss*mss,&eigv,mss,&eigs,B_lwork,&work,5*mss,&B_iwork,mss,&B_ifail);CHKERRQ(ierr);
3039 #if defined(PETSC_USE_COMPLEX)
3040   ierr = PetscMalloc1(7*mss,&rwork);CHKERRQ(ierr);
3041 #endif
3042   ierr = PetscMalloc5(nv+sub_schurs->n_subs,&pcbddc->adaptive_constraints_n,
3043                       nv+sub_schurs->n_subs+1,&pcbddc->adaptive_constraints_idxs_ptr,
3044                       nv+sub_schurs->n_subs+1,&pcbddc->adaptive_constraints_data_ptr,
3045                       nv+cum,&pcbddc->adaptive_constraints_idxs,
3046                       nv+cum2,&pcbddc->adaptive_constraints_data);CHKERRQ(ierr);
3047   ierr = PetscMemzero(pcbddc->adaptive_constraints_n,(nv+sub_schurs->n_subs)*sizeof(PetscInt));CHKERRQ(ierr);
3048 
3049   maxneigs = 0;
3050   cum = cumarray = 0;
3051   pcbddc->adaptive_constraints_idxs_ptr[0] = 0;
3052   pcbddc->adaptive_constraints_data_ptr[0] = 0;
3053   if (sub_schurs->is_vertices && pcbddc->use_vertices) {
3054     const PetscInt *idxs;
3055 
3056     ierr = ISGetIndices(sub_schurs->is_vertices,&idxs);CHKERRQ(ierr);
3057     for (cum=0;cum<nv;cum++) {
3058       pcbddc->adaptive_constraints_n[cum] = 1;
3059       pcbddc->adaptive_constraints_idxs[cum] = idxs[cum];
3060       pcbddc->adaptive_constraints_data[cum] = 1.0;
3061       pcbddc->adaptive_constraints_idxs_ptr[cum+1] = pcbddc->adaptive_constraints_idxs_ptr[cum]+1;
3062       pcbddc->adaptive_constraints_data_ptr[cum+1] = pcbddc->adaptive_constraints_data_ptr[cum]+1;
3063     }
3064     ierr = ISRestoreIndices(sub_schurs->is_vertices,&idxs);CHKERRQ(ierr);
3065   }
3066 
3067   if (mss) { /* multilevel */
3068     ierr = MatSeqAIJGetArray(sub_schurs->sum_S_Ej_inv_all,&Sarray);CHKERRQ(ierr);
3069     ierr = MatSeqAIJGetArray(sub_schurs->sum_S_Ej_tilda_all,&Starray);CHKERRQ(ierr);
3070   }
3071 
3072   thresh = pcbddc->adaptive_threshold;
3073   for (i=0;i<sub_schurs->n_subs;i++) {
3074     const PetscInt *idxs;
3075     PetscReal      upper,lower;
3076     PetscInt       j,subset_size,eigs_start = 0;
3077     PetscBLASInt   B_N;
3078     PetscBool      same_data = PETSC_FALSE;
3079 
3080     if (pcbddc->use_deluxe_scaling) {
3081       upper = PETSC_MAX_REAL;
3082       lower = thresh;
3083     } else {
3084       upper = 1./thresh;
3085       lower = 0.;
3086     }
3087     ierr = ISGetLocalSize(sub_schurs->is_subs[i],&subset_size);CHKERRQ(ierr);
3088     ierr = ISGetIndices(sub_schurs->is_subs[i],&idxs);CHKERRQ(ierr);
3089     ierr = PetscBLASIntCast(subset_size,&B_N);CHKERRQ(ierr);
3090     if (allocated_S_St) { /* S and S_t should be copied since we could need them later */
3091       if (sub_schurs->is_hermitian) {
3092         PetscInt j,k;
3093         if (sub_schurs->n_subs == 1) { /* zeroing memory to use PetscMemcmp later */
3094           ierr = PetscMemzero(S,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3095           ierr = PetscMemzero(St,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3096         }
3097         for (j=0;j<subset_size;j++) {
3098           for (k=j;k<subset_size;k++) {
3099             S [j*subset_size+k] = Sarray [cumarray+j*subset_size+k];
3100             St[j*subset_size+k] = Starray[cumarray+j*subset_size+k];
3101           }
3102         }
3103       } else {
3104         ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3105         ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3106       }
3107     } else {
3108       S = Sarray + cumarray;
3109       St = Starray + cumarray;
3110     }
3111     /* see if we can save some work */
3112     if (sub_schurs->n_subs == 1 && pcbddc->use_deluxe_scaling) {
3113       ierr = PetscMemcmp(S,St,subset_size*subset_size*sizeof(PetscScalar),&same_data);CHKERRQ(ierr);
3114     }
3115 
3116     if (same_data && !sub_schurs->change) { /* there's no need of constraints here */
3117       B_neigs = 0;
3118     } else {
3119       if (sub_schurs->is_hermitian && sub_schurs->is_posdef) {
3120         PetscBLASInt B_itype = 1;
3121         PetscBLASInt B_IL, B_IU;
3122         PetscReal    eps = -1.0; /* dlamch? */
3123         PetscInt     nmin_s;
3124         PetscBool    compute_range = PETSC_FALSE;
3125 
3126         if (pcbddc->dbg_flag) {
3127           PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Computing for sub %d/%d size %d count %d fid %d.\n",i,sub_schurs->n_subs,subset_size,pcbddc->mat_graph->count[idxs[0]]+1,pcbddc->mat_graph->which_dof[idxs[0]]);
3128         }
3129 
3130         compute_range = PETSC_FALSE;
3131         if (thresh > 1.+PETSC_SMALL && !same_data) {
3132           compute_range = PETSC_TRUE;
3133         }
3134 
3135         ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3136         if (compute_range) {
3137 
3138           /* ask for eigenvalues larger than thresh */
3139 #if defined(PETSC_USE_COMPLEX)
3140           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3141 #else
3142           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","V","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3143 #endif
3144         } else if (!same_data) {
3145           B_IU = PetscMax(1,PetscMin(B_N,nmax));
3146           B_IL = 1;
3147 #if defined(PETSC_USE_COMPLEX)
3148           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","I","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3149 #else
3150           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","I","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs,eigs,eigv,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3151 #endif
3152         } else { /* same_data is true, so just get the adaptive functional requested by the user */
3153           PetscInt k;
3154           if (!sub_schurs->change_primal_sub) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
3155           ierr = ISGetLocalSize(sub_schurs->change_primal_sub[i],&nmax);CHKERRQ(ierr);
3156           ierr = PetscBLASIntCast(nmax,&B_neigs);CHKERRQ(ierr);
3157           nmin = nmax;
3158           ierr = PetscMemzero(eigv,subset_size*nmax*sizeof(PetscScalar));CHKERRQ(ierr);
3159           for (k=0;k<nmax;k++) {
3160             eigs[k] = 1./PETSC_SMALL;
3161             eigv[k*(subset_size+1)] = 1.0;
3162           }
3163         }
3164         ierr = PetscFPTrapPop();CHKERRQ(ierr);
3165         if (B_ierr) {
3166           if (B_ierr < 0 ) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: illegal value for argument %d",-(int)B_ierr);
3167           else if (B_ierr <= B_N) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: %d eigenvalues failed to converge",(int)B_ierr);
3168           else SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: leading minor of order %d is not positive definite",(int)B_ierr-B_N-1);
3169         }
3170 
3171         if (B_neigs > nmax) {
3172           if (pcbddc->dbg_flag) {
3173             PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   found %d eigs, more than maximum required %d.\n",B_neigs,nmax);
3174           }
3175           if (pcbddc->use_deluxe_scaling) eigs_start = B_neigs -nmax;
3176           B_neigs = nmax;
3177         }
3178 
3179         nmin_s = PetscMin(nmin,B_N);
3180         if (B_neigs < nmin_s) {
3181           PetscBLASInt B_neigs2;
3182 
3183           if (pcbddc->use_deluxe_scaling) {
3184             B_IL = B_N - nmin_s + 1;
3185             B_IU = B_N - B_neigs;
3186           } else {
3187             B_IL = B_neigs + 1;
3188             B_IU = nmin_s;
3189           }
3190           if (pcbddc->dbg_flag) {
3191             PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   found %d eigs, less than minimum required %d. Asking for %d to %d incl (fortran like)\n",B_neigs,nmin,B_IL,B_IU);
3192           }
3193           if (sub_schurs->is_hermitian) {
3194             PetscInt j,k;
3195             for (j=0;j<subset_size;j++) {
3196               for (k=j;k<subset_size;k++) {
3197                 S [j*subset_size+k] = Sarray [cumarray+j*subset_size+k];
3198                 St[j*subset_size+k] = Starray[cumarray+j*subset_size+k];
3199               }
3200             }
3201           } else {
3202             ierr = PetscMemcpy(S,Sarray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3203             ierr = PetscMemcpy(St,Starray+cumarray,subset_size*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3204           }
3205           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
3206 #if defined(PETSC_USE_COMPLEX)
3207           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","I","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs2,eigs+B_neigs,eigv+B_neigs*subset_size,&B_N,work,&B_lwork,rwork,B_iwork,B_ifail,&B_ierr));
3208 #else
3209           PetscStackCallBLAS("LAPACKsygvx",LAPACKsygvx_(&B_itype,"V","I","L",&B_N,St,&B_N,S,&B_N,&lower,&upper,&B_IL,&B_IU,&eps,&B_neigs2,eigs+B_neigs,eigv+B_neigs*subset_size,&B_N,work,&B_lwork,B_iwork,B_ifail,&B_ierr));
3210 #endif
3211           ierr = PetscFPTrapPop();CHKERRQ(ierr);
3212           B_neigs += B_neigs2;
3213         }
3214         if (B_ierr) {
3215           if (B_ierr < 0 ) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: illegal value for argument %d",-(int)B_ierr);
3216           else if (B_ierr <= B_N) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: %d eigenvalues failed to converge",(int)B_ierr);
3217           else SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYGVX Lapack routine: leading minor of order %d is not positive definite",(int)B_ierr-B_N-1);
3218         }
3219         if (pcbddc->dbg_flag) {
3220           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Got %d eigs\n",B_neigs);CHKERRQ(ierr);
3221           for (j=0;j<B_neigs;j++) {
3222             if (eigs[j] == 0.0) {
3223               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     Inf\n");CHKERRQ(ierr);
3224             } else {
3225               if (pcbddc->use_deluxe_scaling) {
3226                 ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     %1.6e\n",eigs[j+eigs_start]);CHKERRQ(ierr);
3227               } else {
3228                 ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"     %1.6e\n",1./eigs[j+eigs_start]);CHKERRQ(ierr);
3229               }
3230             }
3231           }
3232         }
3233       } else {
3234           /* TODO */
3235       }
3236     }
3237     /* change the basis back to the original one */
3238     if (sub_schurs->change) {
3239       Mat change,phi,phit;
3240 
3241       if (pcbddc->dbg_flag > 1) {
3242         PetscInt ii;
3243         for (ii=0;ii<B_neigs;ii++) {
3244           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Eigenvector (old basis) %d/%d (%d)\n",ii,B_neigs,B_N);CHKERRQ(ierr);
3245           for (j=0;j<B_N;j++) {
3246 #if defined(PETSC_USE_COMPLEX)
3247             PetscReal r = PetscRealPart(eigv[(ii+eigs_start)*subset_size+j]);
3248             PetscReal c = PetscImaginaryPart(eigv[(ii+eigs_start)*subset_size+j]);
3249             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e + %1.4e i\n",r,c);CHKERRQ(ierr);
3250 #else
3251             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e\n",eigv[(ii+eigs_start)*subset_size+j]);CHKERRQ(ierr);
3252 #endif
3253           }
3254         }
3255       }
3256       ierr = KSPGetOperators(sub_schurs->change[i],&change,NULL);CHKERRQ(ierr);
3257       ierr = MatCreateSeqDense(PETSC_COMM_SELF,subset_size,B_neigs,eigv+eigs_start*subset_size,&phit);CHKERRQ(ierr);
3258       ierr = MatMatMult(change,phit,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&phi);CHKERRQ(ierr);
3259       ierr = MatCopy(phi,phit,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
3260       ierr = MatDestroy(&phit);CHKERRQ(ierr);
3261       ierr = MatDestroy(&phi);CHKERRQ(ierr);
3262     }
3263     maxneigs = PetscMax(B_neigs,maxneigs);
3264     pcbddc->adaptive_constraints_n[i+nv] = B_neigs;
3265     if (B_neigs) {
3266       ierr = PetscMemcpy(pcbddc->adaptive_constraints_data+pcbddc->adaptive_constraints_data_ptr[cum],eigv+eigs_start*subset_size,B_neigs*subset_size*sizeof(PetscScalar));CHKERRQ(ierr);
3267 
3268       if (pcbddc->dbg_flag > 1) {
3269         PetscInt ii;
3270         for (ii=0;ii<B_neigs;ii++) {
3271           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"   -> Eigenvector %d/%d (%d)\n",ii,B_neigs,B_N);CHKERRQ(ierr);
3272           for (j=0;j<B_N;j++) {
3273 #if defined(PETSC_USE_COMPLEX)
3274             PetscReal r = PetscRealPart(pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);
3275             PetscReal c = PetscImaginaryPart(pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);
3276             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e + %1.4e i\n",r,c);CHKERRQ(ierr);
3277 #else
3278             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"       %1.4e\n",pcbddc->adaptive_constraints_data[ii*subset_size+j+pcbddc->adaptive_constraints_data_ptr[cum]]);CHKERRQ(ierr);
3279 #endif
3280           }
3281         }
3282       }
3283       ierr = PetscMemcpy(pcbddc->adaptive_constraints_idxs+pcbddc->adaptive_constraints_idxs_ptr[cum],idxs,subset_size*sizeof(PetscInt));CHKERRQ(ierr);
3284       pcbddc->adaptive_constraints_idxs_ptr[cum+1] = pcbddc->adaptive_constraints_idxs_ptr[cum] + subset_size;
3285       pcbddc->adaptive_constraints_data_ptr[cum+1] = pcbddc->adaptive_constraints_data_ptr[cum] + subset_size*B_neigs;
3286       cum++;
3287     }
3288     ierr = ISRestoreIndices(sub_schurs->is_subs[i],&idxs);CHKERRQ(ierr);
3289     /* shift for next computation */
3290     cumarray += subset_size*subset_size;
3291   }
3292   if (pcbddc->dbg_flag) {
3293     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
3294   }
3295 
3296   if (mss) {
3297     ierr = MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_inv_all,&Sarray);CHKERRQ(ierr);
3298     ierr = MatSeqAIJRestoreArray(sub_schurs->sum_S_Ej_tilda_all,&Starray);CHKERRQ(ierr);
3299     /* destroy matrices (junk) */
3300     ierr = MatDestroy(&sub_schurs->sum_S_Ej_inv_all);CHKERRQ(ierr);
3301     ierr = MatDestroy(&sub_schurs->sum_S_Ej_tilda_all);CHKERRQ(ierr);
3302   }
3303   if (allocated_S_St) {
3304     ierr = PetscFree2(S,St);CHKERRQ(ierr);
3305   }
3306   ierr = PetscFree5(eigv,eigs,work,B_iwork,B_ifail);CHKERRQ(ierr);
3307 #if defined(PETSC_USE_COMPLEX)
3308   ierr = PetscFree(rwork);CHKERRQ(ierr);
3309 #endif
3310   if (pcbddc->dbg_flag) {
3311     PetscInt maxneigs_r;
3312     ierr = MPIU_Allreduce(&maxneigs,&maxneigs_r,1,MPIU_INT,MPI_MAX,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
3313     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Maximum number of constraints per cc %d\n",maxneigs_r);CHKERRQ(ierr);
3314   }
3315   PetscFunctionReturn(0);
3316 }
3317 
3318 PetscErrorCode PCBDDCSetUpSolvers(PC pc)
3319 {
3320   PetscScalar    *coarse_submat_vals;
3321   PetscErrorCode ierr;
3322 
3323   PetscFunctionBegin;
3324   /* Setup local scatters R_to_B and (optionally) R_to_D */
3325   /* PCBDDCSetUpLocalWorkVectors should be called first! */
3326   ierr = PCBDDCSetUpLocalScatters(pc);CHKERRQ(ierr);
3327 
3328   /* Setup local neumann solver ksp_R */
3329   /* PCBDDCSetUpLocalScatters should be called first! */
3330   ierr = PCBDDCSetUpLocalSolvers(pc,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3331 
3332   /*
3333      Setup local correction and local part of coarse basis.
3334      Gives back the dense local part of the coarse matrix in column major ordering
3335   */
3336   ierr = PCBDDCSetUpCorrection(pc,&coarse_submat_vals);CHKERRQ(ierr);
3337 
3338   /* Compute total number of coarse nodes and setup coarse solver */
3339   ierr = PCBDDCSetUpCoarseSolver(pc,coarse_submat_vals);CHKERRQ(ierr);
3340 
3341   /* free */
3342   ierr = PetscFree(coarse_submat_vals);CHKERRQ(ierr);
3343   PetscFunctionReturn(0);
3344 }
3345 
3346 PetscErrorCode PCBDDCResetCustomization(PC pc)
3347 {
3348   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3349   PetscErrorCode ierr;
3350 
3351   PetscFunctionBegin;
3352   ierr = ISDestroy(&pcbddc->user_primal_vertices);CHKERRQ(ierr);
3353   ierr = ISDestroy(&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
3354   ierr = ISDestroy(&pcbddc->NeumannBoundaries);CHKERRQ(ierr);
3355   ierr = ISDestroy(&pcbddc->NeumannBoundariesLocal);CHKERRQ(ierr);
3356   ierr = ISDestroy(&pcbddc->DirichletBoundaries);CHKERRQ(ierr);
3357   ierr = MatNullSpaceDestroy(&pcbddc->onearnullspace);CHKERRQ(ierr);
3358   ierr = PetscFree(pcbddc->onearnullvecs_state);CHKERRQ(ierr);
3359   ierr = ISDestroy(&pcbddc->DirichletBoundariesLocal);CHKERRQ(ierr);
3360   ierr = PCBDDCSetDofsSplitting(pc,0,NULL);CHKERRQ(ierr);
3361   ierr = PCBDDCSetDofsSplittingLocal(pc,0,NULL);CHKERRQ(ierr);
3362   PetscFunctionReturn(0);
3363 }
3364 
3365 PetscErrorCode PCBDDCResetTopography(PC pc)
3366 {
3367   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3368   PetscInt       i;
3369   PetscErrorCode ierr;
3370 
3371   PetscFunctionBegin;
3372   ierr = MatDestroy(&pcbddc->nedcG);CHKERRQ(ierr);
3373   ierr = ISDestroy(&pcbddc->nedclocal);CHKERRQ(ierr);
3374   ierr = MatDestroy(&pcbddc->discretegradient);CHKERRQ(ierr);
3375   ierr = MatDestroy(&pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
3376   ierr = MatDestroy(&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
3377   ierr = MatDestroy(&pcbddc->switch_static_change);CHKERRQ(ierr);
3378   ierr = VecDestroy(&pcbddc->work_change);CHKERRQ(ierr);
3379   ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
3380   ierr = MatDestroy(&pcbddc->divudotp);CHKERRQ(ierr);
3381   ierr = ISDestroy(&pcbddc->divudotp_vl2l);CHKERRQ(ierr);
3382   ierr = PCBDDCGraphDestroy(&pcbddc->mat_graph);CHKERRQ(ierr);
3383   for (i=0;i<pcbddc->n_local_subs;i++) {
3384     ierr = ISDestroy(&pcbddc->local_subs[i]);CHKERRQ(ierr);
3385   }
3386   pcbddc->n_local_subs = 0;
3387   ierr = PetscFree(pcbddc->local_subs);CHKERRQ(ierr);
3388   ierr = PCBDDCSubSchursDestroy(&pcbddc->sub_schurs);CHKERRQ(ierr);
3389   pcbddc->graphanalyzed        = PETSC_FALSE;
3390   pcbddc->recompute_topography = PETSC_TRUE;
3391   PetscFunctionReturn(0);
3392 }
3393 
3394 PetscErrorCode PCBDDCResetSolvers(PC pc)
3395 {
3396   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3397   PetscErrorCode ierr;
3398 
3399   PetscFunctionBegin;
3400   ierr = VecDestroy(&pcbddc->coarse_vec);CHKERRQ(ierr);
3401   if (pcbddc->coarse_phi_B) {
3402     PetscScalar *array;
3403     ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&array);CHKERRQ(ierr);
3404     ierr = PetscFree(array);CHKERRQ(ierr);
3405   }
3406   ierr = MatDestroy(&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3407   ierr = MatDestroy(&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3408   ierr = MatDestroy(&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3409   ierr = MatDestroy(&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3410   ierr = VecDestroy(&pcbddc->vec1_P);CHKERRQ(ierr);
3411   ierr = VecDestroy(&pcbddc->vec1_C);CHKERRQ(ierr);
3412   ierr = MatDestroy(&pcbddc->local_auxmat2);CHKERRQ(ierr);
3413   ierr = MatDestroy(&pcbddc->local_auxmat1);CHKERRQ(ierr);
3414   ierr = VecDestroy(&pcbddc->vec1_R);CHKERRQ(ierr);
3415   ierr = VecDestroy(&pcbddc->vec2_R);CHKERRQ(ierr);
3416   ierr = ISDestroy(&pcbddc->is_R_local);CHKERRQ(ierr);
3417   ierr = VecScatterDestroy(&pcbddc->R_to_B);CHKERRQ(ierr);
3418   ierr = VecScatterDestroy(&pcbddc->R_to_D);CHKERRQ(ierr);
3419   ierr = VecScatterDestroy(&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
3420   ierr = KSPReset(pcbddc->ksp_D);CHKERRQ(ierr);
3421   ierr = KSPReset(pcbddc->ksp_R);CHKERRQ(ierr);
3422   ierr = KSPReset(pcbddc->coarse_ksp);CHKERRQ(ierr);
3423   ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
3424   ierr = PetscFree(pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
3425   ierr = PetscFree2(pcbddc->local_primal_ref_node,pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
3426   ierr = PetscFree(pcbddc->global_primal_indices);CHKERRQ(ierr);
3427   ierr = ISDestroy(&pcbddc->coarse_subassembling);CHKERRQ(ierr);
3428   ierr = MatDestroy(&pcbddc->benign_change);CHKERRQ(ierr);
3429   ierr = VecDestroy(&pcbddc->benign_vec);CHKERRQ(ierr);
3430   ierr = PCBDDCBenignShellMat(pc,PETSC_TRUE);CHKERRQ(ierr);
3431   ierr = MatDestroy(&pcbddc->benign_B0);CHKERRQ(ierr);
3432   ierr = PetscSFDestroy(&pcbddc->benign_sf);CHKERRQ(ierr);
3433   if (pcbddc->benign_zerodiag_subs) {
3434     PetscInt i;
3435     for (i=0;i<pcbddc->benign_n;i++) {
3436       ierr = ISDestroy(&pcbddc->benign_zerodiag_subs[i]);CHKERRQ(ierr);
3437     }
3438     ierr = PetscFree(pcbddc->benign_zerodiag_subs);CHKERRQ(ierr);
3439   }
3440   ierr = PetscFree3(pcbddc->benign_p0_lidx,pcbddc->benign_p0_gidx,pcbddc->benign_p0);CHKERRQ(ierr);
3441   PetscFunctionReturn(0);
3442 }
3443 
3444 PetscErrorCode PCBDDCSetUpLocalWorkVectors(PC pc)
3445 {
3446   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
3447   PC_IS          *pcis = (PC_IS*)pc->data;
3448   VecType        impVecType;
3449   PetscInt       n_constraints,n_R,old_size;
3450   PetscErrorCode ierr;
3451 
3452   PetscFunctionBegin;
3453   n_constraints = pcbddc->local_primal_size - pcbddc->benign_n - pcbddc->n_vertices;
3454   n_R = pcis->n - pcbddc->n_vertices;
3455   ierr = VecGetType(pcis->vec1_N,&impVecType);CHKERRQ(ierr);
3456   /* local work vectors (try to avoid unneeded work)*/
3457   /* R nodes */
3458   old_size = -1;
3459   if (pcbddc->vec1_R) {
3460     ierr = VecGetSize(pcbddc->vec1_R,&old_size);CHKERRQ(ierr);
3461   }
3462   if (n_R != old_size) {
3463     ierr = VecDestroy(&pcbddc->vec1_R);CHKERRQ(ierr);
3464     ierr = VecDestroy(&pcbddc->vec2_R);CHKERRQ(ierr);
3465     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_R);CHKERRQ(ierr);
3466     ierr = VecSetSizes(pcbddc->vec1_R,PETSC_DECIDE,n_R);CHKERRQ(ierr);
3467     ierr = VecSetType(pcbddc->vec1_R,impVecType);CHKERRQ(ierr);
3468     ierr = VecDuplicate(pcbddc->vec1_R,&pcbddc->vec2_R);CHKERRQ(ierr);
3469   }
3470   /* local primal dofs */
3471   old_size = -1;
3472   if (pcbddc->vec1_P) {
3473     ierr = VecGetSize(pcbddc->vec1_P,&old_size);CHKERRQ(ierr);
3474   }
3475   if (pcbddc->local_primal_size != old_size) {
3476     ierr = VecDestroy(&pcbddc->vec1_P);CHKERRQ(ierr);
3477     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_P);CHKERRQ(ierr);
3478     ierr = VecSetSizes(pcbddc->vec1_P,PETSC_DECIDE,pcbddc->local_primal_size);CHKERRQ(ierr);
3479     ierr = VecSetType(pcbddc->vec1_P,impVecType);CHKERRQ(ierr);
3480   }
3481   /* local explicit constraints */
3482   old_size = -1;
3483   if (pcbddc->vec1_C) {
3484     ierr = VecGetSize(pcbddc->vec1_C,&old_size);CHKERRQ(ierr);
3485   }
3486   if (n_constraints && n_constraints != old_size) {
3487     ierr = VecDestroy(&pcbddc->vec1_C);CHKERRQ(ierr);
3488     ierr = VecCreate(PetscObjectComm((PetscObject)pcis->vec1_N),&pcbddc->vec1_C);CHKERRQ(ierr);
3489     ierr = VecSetSizes(pcbddc->vec1_C,PETSC_DECIDE,n_constraints);CHKERRQ(ierr);
3490     ierr = VecSetType(pcbddc->vec1_C,impVecType);CHKERRQ(ierr);
3491   }
3492   PetscFunctionReturn(0);
3493 }
3494 
3495 PetscErrorCode PCBDDCSetUpCorrection(PC pc, PetscScalar **coarse_submat_vals_n)
3496 {
3497   PetscErrorCode  ierr;
3498   /* pointers to pcis and pcbddc */
3499   PC_IS*          pcis = (PC_IS*)pc->data;
3500   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
3501   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
3502   /* submatrices of local problem */
3503   Mat             A_RV,A_VR,A_VV,local_auxmat2_R;
3504   /* submatrices of local coarse problem */
3505   Mat             S_VV,S_CV,S_VC,S_CC;
3506   /* working matrices */
3507   Mat             C_CR;
3508   /* additional working stuff */
3509   PC              pc_R;
3510   Mat             F,Brhs = NULL;
3511   Vec             dummy_vec;
3512   PetscBool       isLU,isCHOL,isILU,need_benign_correction,sparserhs;
3513   PetscScalar     *coarse_submat_vals; /* TODO: use a PETSc matrix */
3514   PetscScalar     *work;
3515   PetscInt        *idx_V_B;
3516   PetscInt        lda_rhs,n,n_vertices,n_constraints,*p0_lidx_I;
3517   PetscInt        i,n_R,n_D,n_B;
3518 
3519   /* some shortcuts to scalars */
3520   PetscScalar     one=1.0,m_one=-1.0;
3521 
3522   PetscFunctionBegin;
3523   if (!pcbddc->symmetric_primal && pcbddc->benign_n) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Non-symmetric primal basis computation with benign trick not yet implemented");
3524 
3525   /* Set Non-overlapping dimensions */
3526   n_vertices = pcbddc->n_vertices;
3527   n_constraints = pcbddc->local_primal_size - pcbddc->benign_n - n_vertices;
3528   n_B = pcis->n_B;
3529   n_D = pcis->n - n_B;
3530   n_R = pcis->n - n_vertices;
3531 
3532   /* vertices in boundary numbering */
3533   ierr = PetscMalloc1(n_vertices,&idx_V_B);CHKERRQ(ierr);
3534   ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,n_vertices,pcbddc->local_primal_ref_node,&i,idx_V_B);CHKERRQ(ierr);
3535   if (i != n_vertices) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in boundary numbering for BDDC vertices! %D != %D\n",n_vertices,i);
3536 
3537   /* Subdomain contribution (Non-overlapping) to coarse matrix  */
3538   ierr = PetscCalloc1(pcbddc->local_primal_size*pcbddc->local_primal_size,&coarse_submat_vals);CHKERRQ(ierr);
3539   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_vertices,n_vertices,coarse_submat_vals,&S_VV);CHKERRQ(ierr);
3540   ierr = MatSeqDenseSetLDA(S_VV,pcbddc->local_primal_size);CHKERRQ(ierr);
3541   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_constraints,n_vertices,coarse_submat_vals+n_vertices,&S_CV);CHKERRQ(ierr);
3542   ierr = MatSeqDenseSetLDA(S_CV,pcbddc->local_primal_size);CHKERRQ(ierr);
3543   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_vertices,n_constraints,coarse_submat_vals+pcbddc->local_primal_size*n_vertices,&S_VC);CHKERRQ(ierr);
3544   ierr = MatSeqDenseSetLDA(S_VC,pcbddc->local_primal_size);CHKERRQ(ierr);
3545   ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_constraints,n_constraints,coarse_submat_vals+(pcbddc->local_primal_size+1)*n_vertices,&S_CC);CHKERRQ(ierr);
3546   ierr = MatSeqDenseSetLDA(S_CC,pcbddc->local_primal_size);CHKERRQ(ierr);
3547 
3548   /* determine if can use MatSolve routines instead of calling KSPSolve on ksp_R */
3549   ierr = KSPGetPC(pcbddc->ksp_R,&pc_R);CHKERRQ(ierr);
3550   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCLU,&isLU);CHKERRQ(ierr);
3551   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCILU,&isILU);CHKERRQ(ierr);
3552   ierr = PetscObjectTypeCompare((PetscObject)pc_R,PCCHOLESKY,&isCHOL);CHKERRQ(ierr);
3553   lda_rhs = n_R;
3554   need_benign_correction = PETSC_FALSE;
3555   if (isLU || isILU || isCHOL) {
3556     ierr = PCFactorGetMatrix(pc_R,&F);CHKERRQ(ierr);
3557   } else if (sub_schurs && sub_schurs->reuse_solver) {
3558     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3559     MatFactorType      type;
3560 
3561     F = reuse_solver->F;
3562     ierr = MatGetFactorType(F,&type);CHKERRQ(ierr);
3563     if (type == MAT_FACTOR_CHOLESKY) isCHOL = PETSC_TRUE;
3564     ierr = MatGetSize(F,&lda_rhs,NULL);CHKERRQ(ierr);
3565     need_benign_correction = (PetscBool)(!!reuse_solver->benign_n);
3566   } else {
3567     F = NULL;
3568   }
3569 
3570   /* determine if we can use a sparse right-hand side */
3571   sparserhs = PETSC_FALSE;
3572   if (F) {
3573     MatSolverType solver;
3574 
3575     ierr = MatFactorGetSolverType(F,&solver);CHKERRQ(ierr);
3576     ierr = PetscStrcmp(solver,MATSOLVERMUMPS,&sparserhs);CHKERRQ(ierr);
3577   }
3578 
3579   /* allocate workspace */
3580   n = 0;
3581   if (n_constraints) {
3582     n += lda_rhs*n_constraints;
3583   }
3584   if (n_vertices) {
3585     n = PetscMax(2*lda_rhs*n_vertices,n);
3586     n = PetscMax((lda_rhs+n_B)*n_vertices,n);
3587   }
3588   if (!pcbddc->symmetric_primal) {
3589     n = PetscMax(2*lda_rhs*pcbddc->local_primal_size,n);
3590   }
3591   ierr = PetscMalloc1(n,&work);CHKERRQ(ierr);
3592 
3593   /* create dummy vector to modify rhs and sol of MatMatSolve (work array will never be used) */
3594   dummy_vec = NULL;
3595   if (need_benign_correction && lda_rhs != n_R && F) {
3596     ierr = VecCreateSeqWithArray(PETSC_COMM_SELF,1,lda_rhs,work,&dummy_vec);CHKERRQ(ierr);
3597   }
3598 
3599   /* Precompute stuffs needed for preprocessing and application of BDDC*/
3600   if (n_constraints) {
3601     Mat         M1,M2,M3,C_B;
3602     IS          is_aux;
3603     PetscScalar *array,*array2;
3604 
3605     ierr = MatDestroy(&pcbddc->local_auxmat1);CHKERRQ(ierr);
3606     ierr = MatDestroy(&pcbddc->local_auxmat2);CHKERRQ(ierr);
3607 
3608     /* Extract constraints on R nodes: C_{CR}  */
3609     ierr = ISCreateStride(PETSC_COMM_SELF,n_constraints,n_vertices,1,&is_aux);CHKERRQ(ierr);
3610     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_aux,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&C_CR);CHKERRQ(ierr);
3611     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_aux,pcis->is_B_local,MAT_INITIAL_MATRIX,&C_B);CHKERRQ(ierr);
3612 
3613     /* Assemble         local_auxmat2_R =        (- A_{RR}^{-1} C^T_{CR}) needed by BDDC setup */
3614     /* Assemble pcbddc->local_auxmat2   = R_to_B (- A_{RR}^{-1} C^T_{CR}) needed by BDDC application */
3615     if (!sparserhs) {
3616       ierr = PetscMemzero(work,lda_rhs*n_constraints*sizeof(PetscScalar));CHKERRQ(ierr);
3617       for (i=0;i<n_constraints;i++) {
3618         const PetscScalar *row_cmat_values;
3619         const PetscInt    *row_cmat_indices;
3620         PetscInt          size_of_constraint,j;
3621 
3622         ierr = MatGetRow(C_CR,i,&size_of_constraint,&row_cmat_indices,&row_cmat_values);CHKERRQ(ierr);
3623         for (j=0;j<size_of_constraint;j++) {
3624           work[row_cmat_indices[j]+i*lda_rhs] = -row_cmat_values[j];
3625         }
3626         ierr = MatRestoreRow(C_CR,i,&size_of_constraint,&row_cmat_indices,&row_cmat_values);CHKERRQ(ierr);
3627       }
3628       ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,work,&Brhs);CHKERRQ(ierr);
3629     } else {
3630       Mat tC_CR;
3631 
3632       ierr = MatScale(C_CR,-1.0);CHKERRQ(ierr);
3633       if (lda_rhs != n_R) {
3634         PetscScalar *aa;
3635         PetscInt    r,*ii,*jj;
3636         PetscBool   done;
3637 
3638         ierr = MatGetRowIJ(C_CR,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3639         if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"GetRowIJ failed");
3640         ierr = MatSeqAIJGetArray(C_CR,&aa);CHKERRQ(ierr);
3641         ierr = MatCreateSeqAIJWithArrays(PETSC_COMM_SELF,n_constraints,lda_rhs,ii,jj,aa,&tC_CR);CHKERRQ(ierr);
3642         ierr = MatRestoreRowIJ(C_CR,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3643         if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"RestoreRowIJ failed");
3644       } else {
3645         ierr  = PetscObjectReference((PetscObject)C_CR);CHKERRQ(ierr);
3646         tC_CR = C_CR;
3647       }
3648       ierr = MatCreateTranspose(tC_CR,&Brhs);CHKERRQ(ierr);
3649       ierr = MatDestroy(&tC_CR);CHKERRQ(ierr);
3650     }
3651     ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,NULL,&local_auxmat2_R);CHKERRQ(ierr);
3652     if (F) {
3653       if (need_benign_correction) {
3654         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3655 
3656         /* rhs is already zero on interior dofs, no need to change the rhs */
3657         ierr = PetscMemzero(reuse_solver->benign_save_vals,pcbddc->benign_n*sizeof(PetscScalar));CHKERRQ(ierr);
3658       }
3659       ierr = MatMatSolve(F,Brhs,local_auxmat2_R);CHKERRQ(ierr);
3660       if (need_benign_correction) {
3661         PetscScalar        *marr;
3662         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3663 
3664         ierr = MatDenseGetArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3665         if (lda_rhs != n_R) {
3666           for (i=0;i<n_constraints;i++) {
3667             ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
3668             ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3669             ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
3670           }
3671         } else {
3672           for (i=0;i<n_constraints;i++) {
3673             ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
3674             ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3675             ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3676           }
3677         }
3678         ierr = MatDenseRestoreArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3679       }
3680     } else {
3681       PetscScalar *marr;
3682 
3683       ierr = MatDenseGetArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3684       for (i=0;i<n_constraints;i++) {
3685         ierr = VecPlaceArray(pcbddc->vec1_R,work+i*lda_rhs);CHKERRQ(ierr);
3686         ierr = VecPlaceArray(pcbddc->vec2_R,marr+i*lda_rhs);CHKERRQ(ierr);
3687         ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
3688         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3689         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
3690       }
3691       ierr = MatDenseRestoreArray(local_auxmat2_R,&marr);CHKERRQ(ierr);
3692     }
3693     if (sparserhs) {
3694       ierr = MatScale(C_CR,-1.0);CHKERRQ(ierr);
3695     }
3696     ierr = MatDestroy(&Brhs);CHKERRQ(ierr);
3697     if (!pcbddc->switch_static) {
3698       ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_B,n_constraints,NULL,&pcbddc->local_auxmat2);CHKERRQ(ierr);
3699       ierr = MatDenseGetArray(pcbddc->local_auxmat2,&array);CHKERRQ(ierr);
3700       ierr = MatDenseGetArray(local_auxmat2_R,&array2);CHKERRQ(ierr);
3701       for (i=0;i<n_constraints;i++) {
3702         ierr = VecPlaceArray(pcbddc->vec1_R,array2+i*lda_rhs);CHKERRQ(ierr);
3703         ierr = VecPlaceArray(pcis->vec1_B,array+i*n_B);CHKERRQ(ierr);
3704         ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
3705         ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
3706         ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
3707         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3708       }
3709       ierr = MatDenseRestoreArray(local_auxmat2_R,&array2);CHKERRQ(ierr);
3710       ierr = MatDenseRestoreArray(pcbddc->local_auxmat2,&array);CHKERRQ(ierr);
3711       ierr = MatMatMult(C_B,pcbddc->local_auxmat2,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&M3);CHKERRQ(ierr);
3712     } else {
3713       if (lda_rhs != n_R) {
3714         IS dummy;
3715 
3716         ierr = ISCreateStride(PETSC_COMM_SELF,n_R,0,1,&dummy);CHKERRQ(ierr);
3717         ierr = MatCreateSubMatrix(local_auxmat2_R,dummy,NULL,MAT_INITIAL_MATRIX,&pcbddc->local_auxmat2);CHKERRQ(ierr);
3718         ierr = ISDestroy(&dummy);CHKERRQ(ierr);
3719       } else {
3720         ierr = PetscObjectReference((PetscObject)local_auxmat2_R);CHKERRQ(ierr);
3721         pcbddc->local_auxmat2 = local_auxmat2_R;
3722       }
3723       ierr = MatMatMult(C_CR,pcbddc->local_auxmat2,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&M3);CHKERRQ(ierr);
3724     }
3725     ierr = ISDestroy(&is_aux);CHKERRQ(ierr);
3726     /* Assemble explicitly S_CC = ( C_{CR} A_{RR}^{-1} C^T_{CR} )^{-1}  */
3727     ierr = MatScale(M3,m_one);CHKERRQ(ierr);
3728     ierr = MatDuplicate(M3,MAT_DO_NOT_COPY_VALUES,&M1);CHKERRQ(ierr);
3729     ierr = MatDuplicate(M3,MAT_DO_NOT_COPY_VALUES,&M2);CHKERRQ(ierr);
3730     if (isCHOL) {
3731       ierr = MatCholeskyFactor(M3,NULL,NULL);CHKERRQ(ierr);
3732     } else {
3733       ierr = MatLUFactor(M3,NULL,NULL,NULL);CHKERRQ(ierr);
3734     }
3735     ierr = VecSet(pcbddc->vec1_C,one);CHKERRQ(ierr);
3736     ierr = MatDiagonalSet(M2,pcbddc->vec1_C,INSERT_VALUES);CHKERRQ(ierr);
3737     ierr = MatMatSolve(M3,M2,M1);CHKERRQ(ierr);
3738     ierr = MatDestroy(&M2);CHKERRQ(ierr);
3739     ierr = MatDestroy(&M3);CHKERRQ(ierr);
3740     /* Assemble local_auxmat1 = S_CC*C_{CB} needed by BDDC application in KSP and in preproc */
3741     ierr = MatMatMult(M1,C_B,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&pcbddc->local_auxmat1);CHKERRQ(ierr);
3742     ierr = MatDestroy(&C_B);CHKERRQ(ierr);
3743     ierr = MatCopy(M1,S_CC,SAME_NONZERO_PATTERN);CHKERRQ(ierr); /* S_CC can have a different LDA, MatMatSolve doesn't support it */
3744     ierr = MatDestroy(&M1);CHKERRQ(ierr);
3745   }
3746 
3747   /* Get submatrices from subdomain matrix */
3748   if (n_vertices) {
3749     IS        is_aux;
3750     PetscBool isseqaij;
3751 
3752     if (sub_schurs && sub_schurs->reuse_solver) { /* is_R_local is not sorted, ISComplement doesn't like it */
3753       IS tis;
3754 
3755       ierr = ISDuplicate(pcbddc->is_R_local,&tis);CHKERRQ(ierr);
3756       ierr = ISSort(tis);CHKERRQ(ierr);
3757       ierr = ISComplement(tis,0,pcis->n,&is_aux);CHKERRQ(ierr);
3758       ierr = ISDestroy(&tis);CHKERRQ(ierr);
3759     } else {
3760       ierr = ISComplement(pcbddc->is_R_local,0,pcis->n,&is_aux);CHKERRQ(ierr);
3761     }
3762     ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,is_aux,MAT_INITIAL_MATRIX,&A_RV);CHKERRQ(ierr);
3763     ierr = MatCreateSubMatrix(pcbddc->local_mat,is_aux,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&A_VR);CHKERRQ(ierr);
3764     ierr = PetscObjectTypeCompare((PetscObject)A_VR,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
3765     if (!isseqaij) { /* MatMatMult(A_VR,A_RRmA_RV) below will raise an error */
3766       ierr = MatConvert(A_VR,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_VR);CHKERRQ(ierr);
3767     }
3768     ierr = MatCreateSubMatrix(pcbddc->local_mat,is_aux,is_aux,MAT_INITIAL_MATRIX,&A_VV);CHKERRQ(ierr);
3769     ierr = ISDestroy(&is_aux);CHKERRQ(ierr);
3770   }
3771 
3772   /* Matrix of coarse basis functions (local) */
3773   if (pcbddc->coarse_phi_B) {
3774     PetscInt on_B,on_primal,on_D=n_D;
3775     if (pcbddc->coarse_phi_D) {
3776       ierr = MatGetSize(pcbddc->coarse_phi_D,&on_D,NULL);CHKERRQ(ierr);
3777     }
3778     ierr = MatGetSize(pcbddc->coarse_phi_B,&on_B,&on_primal);CHKERRQ(ierr);
3779     if (on_B != n_B || on_primal != pcbddc->local_primal_size || on_D != n_D) {
3780       PetscScalar *marray;
3781 
3782       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&marray);CHKERRQ(ierr);
3783       ierr = PetscFree(marray);CHKERRQ(ierr);
3784       ierr = MatDestroy(&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3785       ierr = MatDestroy(&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3786       ierr = MatDestroy(&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3787       ierr = MatDestroy(&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3788     }
3789   }
3790 
3791   if (!pcbddc->coarse_phi_B) {
3792     PetscScalar *marr;
3793 
3794     /* memory size */
3795     n = n_B*pcbddc->local_primal_size;
3796     if (pcbddc->switch_static || pcbddc->dbg_flag) n += n_D*pcbddc->local_primal_size;
3797     if (!pcbddc->symmetric_primal) n *= 2;
3798     ierr  = PetscCalloc1(n,&marr);CHKERRQ(ierr);
3799     ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_B,pcbddc->local_primal_size,marr,&pcbddc->coarse_phi_B);CHKERRQ(ierr);
3800     marr += n_B*pcbddc->local_primal_size;
3801     if (pcbddc->switch_static || pcbddc->dbg_flag) {
3802       ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_D,pcbddc->local_primal_size,marr,&pcbddc->coarse_phi_D);CHKERRQ(ierr);
3803       marr += n_D*pcbddc->local_primal_size;
3804     }
3805     if (!pcbddc->symmetric_primal) {
3806       ierr  = MatCreateSeqDense(PETSC_COMM_SELF,n_B,pcbddc->local_primal_size,marr,&pcbddc->coarse_psi_B);CHKERRQ(ierr);
3807       marr += n_B*pcbddc->local_primal_size;
3808       if (pcbddc->switch_static || pcbddc->dbg_flag) {
3809         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_D,pcbddc->local_primal_size,marr,&pcbddc->coarse_psi_D);CHKERRQ(ierr);
3810       }
3811     } else {
3812       ierr = PetscObjectReference((PetscObject)pcbddc->coarse_phi_B);CHKERRQ(ierr);
3813       pcbddc->coarse_psi_B = pcbddc->coarse_phi_B;
3814       if (pcbddc->switch_static || pcbddc->dbg_flag) {
3815         ierr = PetscObjectReference((PetscObject)pcbddc->coarse_phi_D);CHKERRQ(ierr);
3816         pcbddc->coarse_psi_D = pcbddc->coarse_phi_D;
3817       }
3818     }
3819   }
3820 
3821   /* We are now ready to evaluate coarse basis functions and subdomain contribution to coarse problem */
3822   p0_lidx_I = NULL;
3823   if (pcbddc->benign_n && (pcbddc->switch_static || pcbddc->dbg_flag)) {
3824     const PetscInt *idxs;
3825 
3826     ierr = ISGetIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
3827     ierr = PetscMalloc1(pcbddc->benign_n,&p0_lidx_I);CHKERRQ(ierr);
3828     for (i=0;i<pcbddc->benign_n;i++) {
3829       ierr = PetscFindInt(pcbddc->benign_p0_lidx[i],pcis->n-pcis->n_B,idxs,&p0_lidx_I[i]);CHKERRQ(ierr);
3830     }
3831     ierr = ISRestoreIndices(pcis->is_I_local,&idxs);CHKERRQ(ierr);
3832   }
3833 
3834   /* vertices */
3835   if (n_vertices) {
3836     PetscBool restoreavr = PETSC_FALSE;
3837 
3838     ierr = MatConvert(A_VV,MATDENSE,MAT_INPLACE_MATRIX,&A_VV);CHKERRQ(ierr);
3839 
3840     if (n_R) {
3841       Mat          A_RRmA_RV,A_RV_bcorr=NULL,S_VVt; /* S_VVt with LDA=N */
3842       PetscBLASInt B_N,B_one = 1;
3843       PetscScalar  *x,*y;
3844 
3845       ierr = MatScale(A_RV,m_one);CHKERRQ(ierr);
3846       if (need_benign_correction) {
3847         ISLocalToGlobalMapping RtoN;
3848         IS                     is_p0;
3849         PetscInt               *idxs_p0,n;
3850 
3851         ierr = PetscMalloc1(pcbddc->benign_n,&idxs_p0);CHKERRQ(ierr);
3852         ierr = ISLocalToGlobalMappingCreateIS(pcbddc->is_R_local,&RtoN);CHKERRQ(ierr);
3853         ierr = ISGlobalToLocalMappingApply(RtoN,IS_GTOLM_DROP,pcbddc->benign_n,pcbddc->benign_p0_lidx,&n,idxs_p0);CHKERRQ(ierr);
3854         if (n != pcbddc->benign_n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in R numbering for benign p0! %d != %d\n",n,pcbddc->benign_n);
3855         ierr = ISLocalToGlobalMappingDestroy(&RtoN);CHKERRQ(ierr);
3856         ierr = ISCreateGeneral(PETSC_COMM_SELF,n,idxs_p0,PETSC_OWN_POINTER,&is_p0);CHKERRQ(ierr);
3857         ierr = MatCreateSubMatrix(A_RV,is_p0,NULL,MAT_INITIAL_MATRIX,&A_RV_bcorr);CHKERRQ(ierr);
3858         ierr = ISDestroy(&is_p0);CHKERRQ(ierr);
3859       }
3860 
3861       ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,work,&A_RRmA_RV);CHKERRQ(ierr);
3862       if (!sparserhs || need_benign_correction) {
3863         if (lda_rhs == n_R) {
3864           ierr = MatConvert(A_RV,MATDENSE,MAT_INPLACE_MATRIX,&A_RV);CHKERRQ(ierr);
3865         } else {
3866           PetscScalar    *av,*array;
3867           const PetscInt *xadj,*adjncy;
3868           PetscInt       n;
3869           PetscBool      flg_row;
3870 
3871           array = work+lda_rhs*n_vertices;
3872           ierr = PetscMemzero(array,lda_rhs*n_vertices*sizeof(PetscScalar));CHKERRQ(ierr);
3873           ierr = MatConvert(A_RV,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_RV);CHKERRQ(ierr);
3874           ierr = MatGetRowIJ(A_RV,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
3875           ierr = MatSeqAIJGetArray(A_RV,&av);CHKERRQ(ierr);
3876           for (i=0;i<n;i++) {
3877             PetscInt j;
3878             for (j=xadj[i];j<xadj[i+1];j++) array[lda_rhs*adjncy[j]+i] = av[j];
3879           }
3880           ierr = MatRestoreRowIJ(A_RV,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
3881           ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
3882           ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,array,&A_RV);CHKERRQ(ierr);
3883         }
3884         if (need_benign_correction) {
3885           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3886           PetscScalar        *marr;
3887 
3888           ierr = MatDenseGetArray(A_RV,&marr);CHKERRQ(ierr);
3889           /* need \Phi^T A_RV = (I+L)A_RV, L given by
3890 
3891                  | 0 0  0 | (V)
3892              L = | 0 0 -1 | (P-p0)
3893                  | 0 0 -1 | (p0)
3894 
3895           */
3896           for (i=0;i<reuse_solver->benign_n;i++) {
3897             const PetscScalar *vals;
3898             const PetscInt    *idxs,*idxs_zero;
3899             PetscInt          n,j,nz;
3900 
3901             ierr = ISGetLocalSize(reuse_solver->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
3902             ierr = ISGetIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
3903             ierr = MatGetRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
3904             for (j=0;j<n;j++) {
3905               PetscScalar val = vals[j];
3906               PetscInt    k,col = idxs[j];
3907               for (k=0;k<nz;k++) marr[idxs_zero[k]+lda_rhs*col] -= val;
3908             }
3909             ierr = MatRestoreRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
3910             ierr = ISRestoreIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
3911           }
3912           ierr = MatDenseRestoreArray(A_RV,&marr);CHKERRQ(ierr);
3913         }
3914         ierr = PetscObjectReference((PetscObject)A_RV);CHKERRQ(ierr);
3915         Brhs = A_RV;
3916       } else {
3917         Mat tA_RVT,A_RVT;
3918 
3919         if (!pcbddc->symmetric_primal) {
3920           ierr = MatTranspose(A_RV,MAT_INITIAL_MATRIX,&A_RVT);CHKERRQ(ierr);
3921         } else {
3922           restoreavr = PETSC_TRUE;
3923           ierr  = MatScale(A_VR,-1.0);CHKERRQ(ierr);
3924           ierr  = PetscObjectReference((PetscObject)A_VR);CHKERRQ(ierr);
3925           A_RVT = A_VR;
3926         }
3927         if (lda_rhs != n_R) {
3928           PetscScalar *aa;
3929           PetscInt    r,*ii,*jj;
3930           PetscBool   done;
3931 
3932           ierr = MatGetRowIJ(A_RVT,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3933           if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"GetRowIJ failed");
3934           ierr = MatSeqAIJGetArray(A_RVT,&aa);CHKERRQ(ierr);
3935           ierr = MatCreateSeqAIJWithArrays(PETSC_COMM_SELF,n_vertices,lda_rhs,ii,jj,aa,&tA_RVT);CHKERRQ(ierr);
3936           ierr = MatRestoreRowIJ(A_RVT,0,PETSC_FALSE,PETSC_FALSE,&r,(const PetscInt**)&ii,(const PetscInt**)&jj,&done);CHKERRQ(ierr);
3937           if (!done) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"RestoreRowIJ failed");
3938         } else {
3939           ierr   = PetscObjectReference((PetscObject)A_RVT);CHKERRQ(ierr);
3940           tA_RVT = A_RVT;
3941         }
3942         ierr = MatCreateTranspose(tA_RVT,&Brhs);CHKERRQ(ierr);
3943         ierr = MatDestroy(&tA_RVT);CHKERRQ(ierr);
3944         ierr = MatDestroy(&A_RVT);CHKERRQ(ierr);
3945       }
3946       if (F) {
3947         /* need to correct the rhs */
3948         if (need_benign_correction) {
3949           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3950           PetscScalar        *marr;
3951 
3952           ierr = MatDenseGetArray(Brhs,&marr);CHKERRQ(ierr);
3953           if (lda_rhs != n_R) {
3954             for (i=0;i<n_vertices;i++) {
3955               ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
3956               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3957               ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
3958             }
3959           } else {
3960             for (i=0;i<n_vertices;i++) {
3961               ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
3962               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
3963               ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3964             }
3965           }
3966           ierr = MatDenseRestoreArray(Brhs,&marr);CHKERRQ(ierr);
3967         }
3968         ierr = MatMatSolve(F,Brhs,A_RRmA_RV);CHKERRQ(ierr);
3969         if (restoreavr) {
3970           ierr = MatScale(A_VR,-1.0);CHKERRQ(ierr);
3971         }
3972         /* need to correct the solution */
3973         if (need_benign_correction) {
3974           PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
3975           PetscScalar        *marr;
3976 
3977           ierr = MatDenseGetArray(A_RRmA_RV,&marr);CHKERRQ(ierr);
3978           if (lda_rhs != n_R) {
3979             for (i=0;i<n_vertices;i++) {
3980               ierr = VecPlaceArray(dummy_vec,marr+i*lda_rhs);CHKERRQ(ierr);
3981               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,dummy_vec,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3982               ierr = VecResetArray(dummy_vec);CHKERRQ(ierr);
3983             }
3984           } else {
3985             for (i=0;i<n_vertices;i++) {
3986               ierr = VecPlaceArray(pcbddc->vec1_R,marr+i*lda_rhs);CHKERRQ(ierr);
3987               ierr = PCBDDCReuseSolversBenignAdapt(reuse_solver,pcbddc->vec1_R,NULL,PETSC_TRUE,PETSC_TRUE);CHKERRQ(ierr);
3988               ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
3989             }
3990           }
3991           ierr = MatDenseRestoreArray(A_RRmA_RV,&marr);CHKERRQ(ierr);
3992         }
3993       } else {
3994         ierr = MatDenseGetArray(Brhs,&y);CHKERRQ(ierr);
3995         for (i=0;i<n_vertices;i++) {
3996           ierr = VecPlaceArray(pcbddc->vec1_R,y+i*lda_rhs);CHKERRQ(ierr);
3997           ierr = VecPlaceArray(pcbddc->vec2_R,work+i*lda_rhs);CHKERRQ(ierr);
3998           ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
3999           ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4000           ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4001         }
4002         ierr = MatDenseRestoreArray(Brhs,&y);CHKERRQ(ierr);
4003       }
4004       ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4005       ierr = MatDestroy(&Brhs);CHKERRQ(ierr);
4006       /* S_VV and S_CV */
4007       if (n_constraints) {
4008         Mat B;
4009 
4010         ierr = PetscMemzero(work+lda_rhs*n_vertices,n_B*n_vertices*sizeof(PetscScalar));CHKERRQ(ierr);
4011         for (i=0;i<n_vertices;i++) {
4012           ierr = VecPlaceArray(pcbddc->vec1_R,work+i*lda_rhs);CHKERRQ(ierr);
4013           ierr = VecPlaceArray(pcis->vec1_B,work+lda_rhs*n_vertices+i*n_B);CHKERRQ(ierr);
4014           ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4015           ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4016           ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4017           ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4018         }
4019         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_B,n_vertices,work+lda_rhs*n_vertices,&B);CHKERRQ(ierr);
4020         ierr = MatMatMult(pcbddc->local_auxmat1,B,MAT_REUSE_MATRIX,PETSC_DEFAULT,&S_CV);CHKERRQ(ierr);
4021         ierr = MatDestroy(&B);CHKERRQ(ierr);
4022         ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_vertices,work+lda_rhs*n_vertices,&B);CHKERRQ(ierr);
4023         ierr = MatMatMult(local_auxmat2_R,S_CV,MAT_REUSE_MATRIX,PETSC_DEFAULT,&B);CHKERRQ(ierr);
4024         ierr = MatScale(S_CV,m_one);CHKERRQ(ierr);
4025         ierr = PetscBLASIntCast(lda_rhs*n_vertices,&B_N);CHKERRQ(ierr);
4026         PetscStackCallBLAS("BLASaxpy",BLASaxpy_(&B_N,&one,work+lda_rhs*n_vertices,&B_one,work,&B_one));
4027         ierr = MatDestroy(&B);CHKERRQ(ierr);
4028       }
4029       if (lda_rhs != n_R) {
4030         ierr = MatDestroy(&A_RRmA_RV);CHKERRQ(ierr);
4031         ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_vertices,work,&A_RRmA_RV);CHKERRQ(ierr);
4032         ierr = MatSeqDenseSetLDA(A_RRmA_RV,lda_rhs);CHKERRQ(ierr);
4033       }
4034       ierr = MatMatMult(A_VR,A_RRmA_RV,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&S_VVt);CHKERRQ(ierr);
4035       /* need A_VR * \Phi * A_RRmA_RV = A_VR * (I+L)^T * A_RRmA_RV, L given as before */
4036       if (need_benign_correction) {
4037         PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4038         PetscScalar      *marr,*sums;
4039 
4040         ierr = PetscMalloc1(n_vertices,&sums);CHKERRQ(ierr);
4041         ierr = MatDenseGetArray(S_VVt,&marr);CHKERRQ(ierr);
4042         for (i=0;i<reuse_solver->benign_n;i++) {
4043           const PetscScalar *vals;
4044           const PetscInt    *idxs,*idxs_zero;
4045           PetscInt          n,j,nz;
4046 
4047           ierr = ISGetLocalSize(reuse_solver->benign_zerodiag_subs[i],&nz);CHKERRQ(ierr);
4048           ierr = ISGetIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4049           for (j=0;j<n_vertices;j++) {
4050             PetscInt k;
4051             sums[j] = 0.;
4052             for (k=0;k<nz;k++) sums[j] += work[idxs_zero[k]+j*lda_rhs];
4053           }
4054           ierr = MatGetRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4055           for (j=0;j<n;j++) {
4056             PetscScalar val = vals[j];
4057             PetscInt k;
4058             for (k=0;k<n_vertices;k++) {
4059               marr[idxs[j]+k*n_vertices] += val*sums[k];
4060             }
4061           }
4062           ierr = MatRestoreRow(A_RV_bcorr,i,&n,&idxs,&vals);CHKERRQ(ierr);
4063           ierr = ISRestoreIndices(reuse_solver->benign_zerodiag_subs[i],&idxs_zero);CHKERRQ(ierr);
4064         }
4065         ierr = PetscFree(sums);CHKERRQ(ierr);
4066         ierr = MatDenseRestoreArray(S_VVt,&marr);CHKERRQ(ierr);
4067         ierr = MatDestroy(&A_RV_bcorr);CHKERRQ(ierr);
4068       }
4069       ierr = MatDestroy(&A_RRmA_RV);CHKERRQ(ierr);
4070       ierr = PetscBLASIntCast(n_vertices*n_vertices,&B_N);CHKERRQ(ierr);
4071       ierr = MatDenseGetArray(A_VV,&x);CHKERRQ(ierr);
4072       ierr = MatDenseGetArray(S_VVt,&y);CHKERRQ(ierr);
4073       PetscStackCallBLAS("BLASaxpy",BLASaxpy_(&B_N,&one,x,&B_one,y,&B_one));
4074       ierr = MatDenseRestoreArray(A_VV,&x);CHKERRQ(ierr);
4075       ierr = MatDenseRestoreArray(S_VVt,&y);CHKERRQ(ierr);
4076       ierr = MatCopy(S_VVt,S_VV,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4077       ierr = MatDestroy(&S_VVt);CHKERRQ(ierr);
4078     } else {
4079       ierr = MatCopy(A_VV,S_VV,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4080     }
4081     ierr = MatDestroy(&A_VV);CHKERRQ(ierr);
4082 
4083     /* coarse basis functions */
4084     for (i=0;i<n_vertices;i++) {
4085       PetscScalar *y;
4086 
4087       ierr = VecPlaceArray(pcbddc->vec1_R,work+lda_rhs*i);CHKERRQ(ierr);
4088       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4089       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*i);CHKERRQ(ierr);
4090       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4091       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4092       y[n_B*i+idx_V_B[i]] = 1.0;
4093       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4094       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4095 
4096       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4097         PetscInt j;
4098 
4099         ierr = MatDenseGetArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4100         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*i);CHKERRQ(ierr);
4101         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4102         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4103         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4104         for (j=0;j<pcbddc->benign_n;j++) y[n_D*i+p0_lidx_I[j]] = 0.0;
4105         ierr = MatDenseRestoreArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4106       }
4107       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4108     }
4109     /* if n_R == 0 the object is not destroyed */
4110     ierr = MatDestroy(&A_RV);CHKERRQ(ierr);
4111   }
4112   ierr = VecDestroy(&dummy_vec);CHKERRQ(ierr);
4113 
4114   if (n_constraints) {
4115     Mat B;
4116 
4117     ierr = MatCreateSeqDense(PETSC_COMM_SELF,lda_rhs,n_constraints,work,&B);CHKERRQ(ierr);
4118     ierr = MatScale(S_CC,m_one);CHKERRQ(ierr);
4119     ierr = MatMatMult(local_auxmat2_R,S_CC,MAT_REUSE_MATRIX,PETSC_DEFAULT,&B);CHKERRQ(ierr);
4120     ierr = MatScale(S_CC,m_one);CHKERRQ(ierr);
4121     if (n_vertices) {
4122       if (isCHOL || pcbddc->symmetric_primal) { /* if we can solve the interior problem with cholesky, we should also be fine with transposing here */
4123         ierr = MatTranspose(S_CV,MAT_REUSE_MATRIX,&S_VC);CHKERRQ(ierr);
4124       } else {
4125         Mat S_VCt;
4126 
4127         if (need_benign_correction) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet coded");
4128         if (lda_rhs != n_R) {
4129           ierr = MatDestroy(&B);CHKERRQ(ierr);
4130           ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_constraints,work,&B);CHKERRQ(ierr);
4131           ierr = MatSeqDenseSetLDA(B,lda_rhs);CHKERRQ(ierr);
4132         }
4133         ierr = MatMatMult(A_VR,B,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&S_VCt);CHKERRQ(ierr);
4134         ierr = MatCopy(S_VCt,S_VC,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
4135         ierr = MatDestroy(&S_VCt);CHKERRQ(ierr);
4136       }
4137     }
4138     ierr = MatDestroy(&B);CHKERRQ(ierr);
4139     /* coarse basis functions */
4140     for (i=0;i<n_constraints;i++) {
4141       PetscScalar *y;
4142 
4143       ierr = VecPlaceArray(pcbddc->vec1_R,work+lda_rhs*i);CHKERRQ(ierr);
4144       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4145       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*(i+n_vertices));CHKERRQ(ierr);
4146       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4147       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4148       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&y);CHKERRQ(ierr);
4149       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4150       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4151         PetscInt j;
4152 
4153         ierr = MatDenseGetArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4154         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*(i+n_vertices));CHKERRQ(ierr);
4155         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4156         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4157         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4158         for (j=0;j<pcbddc->benign_n;j++) y[n_D*i+p0_lidx_I[j]] = 0.0;
4159         ierr = MatDenseRestoreArray(pcbddc->coarse_phi_D,&y);CHKERRQ(ierr);
4160       }
4161       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4162     }
4163   }
4164   if (n_constraints) {
4165     ierr = MatDestroy(&local_auxmat2_R);CHKERRQ(ierr);
4166   }
4167   ierr = PetscFree(p0_lidx_I);CHKERRQ(ierr);
4168 
4169   /* coarse matrix entries relative to B_0 */
4170   if (pcbddc->benign_n) {
4171     Mat         B0_B,B0_BPHI;
4172     IS          is_dummy;
4173     PetscScalar *data;
4174     PetscInt    j;
4175 
4176     ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4177     ierr = MatCreateSubMatrix(pcbddc->benign_B0,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
4178     ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4179     ierr = MatMatMult(B0_B,pcbddc->coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&B0_BPHI);CHKERRQ(ierr);
4180     ierr = MatConvert(B0_BPHI,MATSEQDENSE,MAT_INPLACE_MATRIX,&B0_BPHI);CHKERRQ(ierr);
4181     ierr = MatDenseGetArray(B0_BPHI,&data);CHKERRQ(ierr);
4182     for (j=0;j<pcbddc->benign_n;j++) {
4183       PetscInt primal_idx = pcbddc->local_primal_size - pcbddc->benign_n + j;
4184       for (i=0;i<pcbddc->local_primal_size;i++) {
4185         coarse_submat_vals[primal_idx*pcbddc->local_primal_size+i] = data[i*pcbddc->benign_n+j];
4186         coarse_submat_vals[i*pcbddc->local_primal_size+primal_idx] = data[i*pcbddc->benign_n+j];
4187       }
4188     }
4189     ierr = MatDenseRestoreArray(B0_BPHI,&data);CHKERRQ(ierr);
4190     ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
4191     ierr = MatDestroy(&B0_BPHI);CHKERRQ(ierr);
4192   }
4193 
4194   /* compute other basis functions for non-symmetric problems */
4195   if (!pcbddc->symmetric_primal) {
4196     Mat         B_V=NULL,B_C=NULL;
4197     PetscScalar *marray;
4198 
4199     if (n_constraints) {
4200       Mat S_CCT,C_CRT;
4201 
4202       ierr = MatTranspose(C_CR,MAT_INITIAL_MATRIX,&C_CRT);CHKERRQ(ierr);
4203       ierr = MatTranspose(S_CC,MAT_INITIAL_MATRIX,&S_CCT);CHKERRQ(ierr);
4204       ierr = MatMatMult(C_CRT,S_CCT,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&B_C);CHKERRQ(ierr);
4205       ierr = MatDestroy(&S_CCT);CHKERRQ(ierr);
4206       if (n_vertices) {
4207         Mat S_VCT;
4208 
4209         ierr = MatTranspose(S_VC,MAT_INITIAL_MATRIX,&S_VCT);CHKERRQ(ierr);
4210         ierr = MatMatMult(C_CRT,S_VCT,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&B_V);CHKERRQ(ierr);
4211         ierr = MatDestroy(&S_VCT);CHKERRQ(ierr);
4212       }
4213       ierr = MatDestroy(&C_CRT);CHKERRQ(ierr);
4214     } else {
4215       ierr = MatCreateSeqDense(PETSC_COMM_SELF,n_R,n_vertices,NULL,&B_V);CHKERRQ(ierr);
4216     }
4217     if (n_vertices && n_R) {
4218       PetscScalar    *av,*marray;
4219       const PetscInt *xadj,*adjncy;
4220       PetscInt       n;
4221       PetscBool      flg_row;
4222 
4223       /* B_V = B_V - A_VR^T */
4224       ierr = MatConvert(A_VR,MATSEQAIJ,MAT_INPLACE_MATRIX,&A_VR);CHKERRQ(ierr);
4225       ierr = MatGetRowIJ(A_VR,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4226       ierr = MatSeqAIJGetArray(A_VR,&av);CHKERRQ(ierr);
4227       ierr = MatDenseGetArray(B_V,&marray);CHKERRQ(ierr);
4228       for (i=0;i<n;i++) {
4229         PetscInt j;
4230         for (j=xadj[i];j<xadj[i+1];j++) marray[i*n_R + adjncy[j]] -= av[j];
4231       }
4232       ierr = MatDenseRestoreArray(B_V,&marray);CHKERRQ(ierr);
4233       ierr = MatRestoreRowIJ(A_VR,0,PETSC_FALSE,PETSC_FALSE,&n,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
4234       ierr = MatDestroy(&A_VR);CHKERRQ(ierr);
4235     }
4236 
4237     /* currently there's no support for MatTransposeMatSolve(F,B,X) */
4238     if (n_vertices) {
4239       ierr = MatDenseGetArray(B_V,&marray);CHKERRQ(ierr);
4240       for (i=0;i<n_vertices;i++) {
4241         ierr = VecPlaceArray(pcbddc->vec1_R,marray+i*n_R);CHKERRQ(ierr);
4242         ierr = VecPlaceArray(pcbddc->vec2_R,work+i*n_R);CHKERRQ(ierr);
4243         ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
4244         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4245         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4246       }
4247       ierr = MatDenseRestoreArray(B_V,&marray);CHKERRQ(ierr);
4248     }
4249     if (B_C) {
4250       ierr = MatDenseGetArray(B_C,&marray);CHKERRQ(ierr);
4251       for (i=n_vertices;i<n_constraints+n_vertices;i++) {
4252         ierr = VecPlaceArray(pcbddc->vec1_R,marray+(i-n_vertices)*n_R);CHKERRQ(ierr);
4253         ierr = VecPlaceArray(pcbddc->vec2_R,work+i*n_R);CHKERRQ(ierr);
4254         ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
4255         ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4256         ierr = VecResetArray(pcbddc->vec2_R);CHKERRQ(ierr);
4257       }
4258       ierr = MatDenseRestoreArray(B_C,&marray);CHKERRQ(ierr);
4259     }
4260     /* coarse basis functions */
4261     for (i=0;i<pcbddc->local_primal_size;i++) {
4262       PetscScalar *y;
4263 
4264       ierr = VecPlaceArray(pcbddc->vec1_R,work+i*n_R);CHKERRQ(ierr);
4265       ierr = MatDenseGetArray(pcbddc->coarse_psi_B,&y);CHKERRQ(ierr);
4266       ierr = VecPlaceArray(pcis->vec1_B,y+n_B*i);CHKERRQ(ierr);
4267       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4268       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4269       if (i<n_vertices) {
4270         y[n_B*i+idx_V_B[i]] = 1.0;
4271       }
4272       ierr = MatDenseRestoreArray(pcbddc->coarse_psi_B,&y);CHKERRQ(ierr);
4273       ierr = VecResetArray(pcis->vec1_B);CHKERRQ(ierr);
4274 
4275       if (pcbddc->switch_static || pcbddc->dbg_flag) {
4276         ierr = MatDenseGetArray(pcbddc->coarse_psi_D,&y);CHKERRQ(ierr);
4277         ierr = VecPlaceArray(pcis->vec1_D,y+n_D*i);CHKERRQ(ierr);
4278         ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4279         ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,pcis->vec1_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4280         ierr = VecResetArray(pcis->vec1_D);CHKERRQ(ierr);
4281         ierr = MatDenseRestoreArray(pcbddc->coarse_psi_D,&y);CHKERRQ(ierr);
4282       }
4283       ierr = VecResetArray(pcbddc->vec1_R);CHKERRQ(ierr);
4284     }
4285     ierr = MatDestroy(&B_V);CHKERRQ(ierr);
4286     ierr = MatDestroy(&B_C);CHKERRQ(ierr);
4287   }
4288 
4289   /* free memory */
4290   ierr = PetscFree(idx_V_B);CHKERRQ(ierr);
4291   ierr = MatDestroy(&S_VV);CHKERRQ(ierr);
4292   ierr = MatDestroy(&S_CV);CHKERRQ(ierr);
4293   ierr = MatDestroy(&S_VC);CHKERRQ(ierr);
4294   ierr = MatDestroy(&S_CC);CHKERRQ(ierr);
4295   ierr = PetscFree(work);CHKERRQ(ierr);
4296   if (n_vertices) {
4297     ierr = MatDestroy(&A_VR);CHKERRQ(ierr);
4298   }
4299   if (n_constraints) {
4300     ierr = MatDestroy(&C_CR);CHKERRQ(ierr);
4301   }
4302   /* Checking coarse_sub_mat and coarse basis functios */
4303   /* Symmetric case     : It should be \Phi^{(j)^T} A^{(j)} \Phi^{(j)}=coarse_sub_mat */
4304   /* Non-symmetric case : It should be \Psi^{(j)^T} A^{(j)} \Phi^{(j)}=coarse_sub_mat */
4305   if (pcbddc->dbg_flag) {
4306     Mat         coarse_sub_mat;
4307     Mat         AUXMAT,TM1,TM2,TM3,TM4;
4308     Mat         coarse_phi_D,coarse_phi_B;
4309     Mat         coarse_psi_D,coarse_psi_B;
4310     Mat         A_II,A_BB,A_IB,A_BI;
4311     Mat         C_B,CPHI;
4312     IS          is_dummy;
4313     Vec         mones;
4314     MatType     checkmattype=MATSEQAIJ;
4315     PetscReal   real_value;
4316 
4317     if (pcbddc->benign_n && !pcbddc->benign_change_explicit) {
4318       Mat A;
4319       ierr = PCBDDCBenignProject(pc,NULL,NULL,&A);CHKERRQ(ierr);
4320       ierr = MatCreateSubMatrix(A,pcis->is_I_local,pcis->is_I_local,MAT_INITIAL_MATRIX,&A_II);CHKERRQ(ierr);
4321       ierr = MatCreateSubMatrix(A,pcis->is_I_local,pcis->is_B_local,MAT_INITIAL_MATRIX,&A_IB);CHKERRQ(ierr);
4322       ierr = MatCreateSubMatrix(A,pcis->is_B_local,pcis->is_I_local,MAT_INITIAL_MATRIX,&A_BI);CHKERRQ(ierr);
4323       ierr = MatCreateSubMatrix(A,pcis->is_B_local,pcis->is_B_local,MAT_INITIAL_MATRIX,&A_BB);CHKERRQ(ierr);
4324       ierr = MatDestroy(&A);CHKERRQ(ierr);
4325     } else {
4326       ierr = MatConvert(pcis->A_II,checkmattype,MAT_INITIAL_MATRIX,&A_II);CHKERRQ(ierr);
4327       ierr = MatConvert(pcis->A_IB,checkmattype,MAT_INITIAL_MATRIX,&A_IB);CHKERRQ(ierr);
4328       ierr = MatConvert(pcis->A_BI,checkmattype,MAT_INITIAL_MATRIX,&A_BI);CHKERRQ(ierr);
4329       ierr = MatConvert(pcis->A_BB,checkmattype,MAT_INITIAL_MATRIX,&A_BB);CHKERRQ(ierr);
4330     }
4331     ierr = MatConvert(pcbddc->coarse_phi_D,checkmattype,MAT_INITIAL_MATRIX,&coarse_phi_D);CHKERRQ(ierr);
4332     ierr = MatConvert(pcbddc->coarse_phi_B,checkmattype,MAT_INITIAL_MATRIX,&coarse_phi_B);CHKERRQ(ierr);
4333     if (!pcbddc->symmetric_primal) {
4334       ierr = MatConvert(pcbddc->coarse_psi_D,checkmattype,MAT_INITIAL_MATRIX,&coarse_psi_D);CHKERRQ(ierr);
4335       ierr = MatConvert(pcbddc->coarse_psi_B,checkmattype,MAT_INITIAL_MATRIX,&coarse_psi_B);CHKERRQ(ierr);
4336     }
4337     ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcbddc->local_primal_size,pcbddc->local_primal_size,coarse_submat_vals,&coarse_sub_mat);CHKERRQ(ierr);
4338 
4339     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
4340     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check coarse sub mat computation (symmetric %d)\n",pcbddc->symmetric_primal);CHKERRQ(ierr);
4341     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4342     if (!pcbddc->symmetric_primal) {
4343       ierr = MatMatMult(A_II,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4344       ierr = MatTransposeMatMult(coarse_psi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM1);CHKERRQ(ierr);
4345       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4346       ierr = MatMatMult(A_BB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4347       ierr = MatTransposeMatMult(coarse_psi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM2);CHKERRQ(ierr);
4348       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4349       ierr = MatMatMult(A_IB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4350       ierr = MatTransposeMatMult(coarse_psi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM3);CHKERRQ(ierr);
4351       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4352       ierr = MatMatMult(A_BI,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4353       ierr = MatTransposeMatMult(coarse_psi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM4);CHKERRQ(ierr);
4354       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4355     } else {
4356       ierr = MatPtAP(A_II,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&TM1);CHKERRQ(ierr);
4357       ierr = MatPtAP(A_BB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&TM2);CHKERRQ(ierr);
4358       ierr = MatMatMult(A_IB,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4359       ierr = MatTransposeMatMult(coarse_phi_D,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM3);CHKERRQ(ierr);
4360       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4361       ierr = MatMatMult(A_BI,coarse_phi_D,MAT_INITIAL_MATRIX,1.0,&AUXMAT);CHKERRQ(ierr);
4362       ierr = MatTransposeMatMult(coarse_phi_B,AUXMAT,MAT_INITIAL_MATRIX,1.0,&TM4);CHKERRQ(ierr);
4363       ierr = MatDestroy(&AUXMAT);CHKERRQ(ierr);
4364     }
4365     ierr = MatAXPY(TM1,one,TM2,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4366     ierr = MatAXPY(TM1,one,TM3,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4367     ierr = MatAXPY(TM1,one,TM4,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4368     ierr = MatConvert(TM1,MATSEQDENSE,MAT_INPLACE_MATRIX,&TM1);CHKERRQ(ierr);
4369     if (pcbddc->benign_n) {
4370       Mat         B0_B,B0_BPHI;
4371       PetscScalar *data,*data2;
4372       PetscInt    j;
4373 
4374       ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4375       ierr = MatCreateSubMatrix(pcbddc->benign_B0,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
4376       ierr = MatMatMult(B0_B,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&B0_BPHI);CHKERRQ(ierr);
4377       ierr = MatConvert(B0_BPHI,MATSEQDENSE,MAT_INPLACE_MATRIX,&B0_BPHI);CHKERRQ(ierr);
4378       ierr = MatDenseGetArray(TM1,&data);CHKERRQ(ierr);
4379       ierr = MatDenseGetArray(B0_BPHI,&data2);CHKERRQ(ierr);
4380       for (j=0;j<pcbddc->benign_n;j++) {
4381         PetscInt primal_idx = pcbddc->local_primal_size - pcbddc->benign_n + j;
4382         for (i=0;i<pcbddc->local_primal_size;i++) {
4383           data[primal_idx*pcbddc->local_primal_size+i] += data2[i*pcbddc->benign_n+j];
4384           data[i*pcbddc->local_primal_size+primal_idx] += data2[i*pcbddc->benign_n+j];
4385         }
4386       }
4387       ierr = MatDenseRestoreArray(TM1,&data);CHKERRQ(ierr);
4388       ierr = MatDenseRestoreArray(B0_BPHI,&data2);CHKERRQ(ierr);
4389       ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
4390       ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4391       ierr = MatDestroy(&B0_BPHI);CHKERRQ(ierr);
4392     }
4393 #if 0
4394   {
4395     PetscViewer viewer;
4396     char filename[256];
4397     sprintf(filename,"details_local_coarse_mat%d_level%d.m",PetscGlobalRank,pcbddc->current_level);
4398     ierr = PetscViewerASCIIOpen(PETSC_COMM_SELF,filename,&viewer);CHKERRQ(ierr);
4399     ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
4400     ierr = PetscObjectSetName((PetscObject)coarse_sub_mat,"computed");CHKERRQ(ierr);
4401     ierr = MatView(coarse_sub_mat,viewer);CHKERRQ(ierr);
4402     ierr = PetscObjectSetName((PetscObject)TM1,"projected");CHKERRQ(ierr);
4403     ierr = MatView(TM1,viewer);CHKERRQ(ierr);
4404     if (pcbddc->coarse_phi_B) {
4405       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_phi_B,"phi_B");CHKERRQ(ierr);
4406       ierr = MatView(pcbddc->coarse_phi_B,viewer);CHKERRQ(ierr);
4407     }
4408     if (pcbddc->coarse_phi_D) {
4409       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_phi_D,"phi_D");CHKERRQ(ierr);
4410       ierr = MatView(pcbddc->coarse_phi_D,viewer);CHKERRQ(ierr);
4411     }
4412     if (pcbddc->coarse_psi_B) {
4413       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_psi_B,"psi_B");CHKERRQ(ierr);
4414       ierr = MatView(pcbddc->coarse_psi_B,viewer);CHKERRQ(ierr);
4415     }
4416     if (pcbddc->coarse_psi_D) {
4417       ierr = PetscObjectSetName((PetscObject)pcbddc->coarse_psi_D,"psi_D");CHKERRQ(ierr);
4418       ierr = MatView(pcbddc->coarse_psi_D,viewer);CHKERRQ(ierr);
4419     }
4420     ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
4421   }
4422 #endif
4423     ierr = MatAXPY(TM1,m_one,coarse_sub_mat,DIFFERENT_NONZERO_PATTERN);CHKERRQ(ierr);
4424     ierr = MatNorm(TM1,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4425     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
4426     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d          matrix error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4427 
4428     /* check constraints */
4429     ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->local_primal_size-pcbddc->benign_n,0,1,&is_dummy);CHKERRQ(ierr);
4430     ierr = MatCreateSubMatrix(pcbddc->ConstraintMatrix,is_dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&C_B);CHKERRQ(ierr);
4431     if (!pcbddc->benign_n) { /* TODO: add benign case */
4432       ierr = MatMatMult(C_B,coarse_phi_B,MAT_INITIAL_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4433     } else {
4434       PetscScalar *data;
4435       Mat         tmat;
4436       ierr = MatDenseGetArray(pcbddc->coarse_phi_B,&data);CHKERRQ(ierr);
4437       ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcis->n_B,pcbddc->local_primal_size-pcbddc->benign_n,data,&tmat);CHKERRQ(ierr);
4438       ierr = MatDenseRestoreArray(pcbddc->coarse_phi_B,&data);CHKERRQ(ierr);
4439       ierr = MatMatMult(C_B,tmat,MAT_INITIAL_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4440       ierr = MatDestroy(&tmat);CHKERRQ(ierr);
4441     }
4442     ierr = MatCreateVecs(CPHI,&mones,NULL);CHKERRQ(ierr);
4443     ierr = VecSet(mones,-1.0);CHKERRQ(ierr);
4444     ierr = MatDiagonalSet(CPHI,mones,ADD_VALUES);CHKERRQ(ierr);
4445     ierr = MatNorm(CPHI,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4446     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d phi constraints error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4447     if (!pcbddc->symmetric_primal) {
4448       ierr = MatMatMult(C_B,coarse_psi_B,MAT_REUSE_MATRIX,1.0,&CPHI);CHKERRQ(ierr);
4449       ierr = VecSet(mones,-1.0);CHKERRQ(ierr);
4450       ierr = MatDiagonalSet(CPHI,mones,ADD_VALUES);CHKERRQ(ierr);
4451       ierr = MatNorm(CPHI,NORM_FROBENIUS,&real_value);CHKERRQ(ierr);
4452       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d psi constraints error % 1.14e\n",PetscGlobalRank,real_value);CHKERRQ(ierr);
4453     }
4454     ierr = MatDestroy(&C_B);CHKERRQ(ierr);
4455     ierr = MatDestroy(&CPHI);CHKERRQ(ierr);
4456     ierr = ISDestroy(&is_dummy);CHKERRQ(ierr);
4457     ierr = VecDestroy(&mones);CHKERRQ(ierr);
4458     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4459     ierr = MatDestroy(&A_II);CHKERRQ(ierr);
4460     ierr = MatDestroy(&A_BB);CHKERRQ(ierr);
4461     ierr = MatDestroy(&A_IB);CHKERRQ(ierr);
4462     ierr = MatDestroy(&A_BI);CHKERRQ(ierr);
4463     ierr = MatDestroy(&TM1);CHKERRQ(ierr);
4464     ierr = MatDestroy(&TM2);CHKERRQ(ierr);
4465     ierr = MatDestroy(&TM3);CHKERRQ(ierr);
4466     ierr = MatDestroy(&TM4);CHKERRQ(ierr);
4467     ierr = MatDestroy(&coarse_phi_D);CHKERRQ(ierr);
4468     ierr = MatDestroy(&coarse_phi_B);CHKERRQ(ierr);
4469     if (!pcbddc->symmetric_primal) {
4470       ierr = MatDestroy(&coarse_psi_D);CHKERRQ(ierr);
4471       ierr = MatDestroy(&coarse_psi_B);CHKERRQ(ierr);
4472     }
4473     ierr = MatDestroy(&coarse_sub_mat);CHKERRQ(ierr);
4474   }
4475   /* get back data */
4476   *coarse_submat_vals_n = coarse_submat_vals;
4477   PetscFunctionReturn(0);
4478 }
4479 
4480 PetscErrorCode MatCreateSubMatrixUnsorted(Mat A, IS isrow, IS iscol, Mat* B)
4481 {
4482   Mat            *work_mat;
4483   IS             isrow_s,iscol_s;
4484   PetscBool      rsorted,csorted;
4485   PetscInt       rsize,*idxs_perm_r=NULL,csize,*idxs_perm_c=NULL;
4486   PetscErrorCode ierr;
4487 
4488   PetscFunctionBegin;
4489   ierr = ISSorted(isrow,&rsorted);CHKERRQ(ierr);
4490   ierr = ISSorted(iscol,&csorted);CHKERRQ(ierr);
4491   ierr = ISGetLocalSize(isrow,&rsize);CHKERRQ(ierr);
4492   ierr = ISGetLocalSize(iscol,&csize);CHKERRQ(ierr);
4493 
4494   if (!rsorted) {
4495     const PetscInt *idxs;
4496     PetscInt *idxs_sorted,i;
4497 
4498     ierr = PetscMalloc1(rsize,&idxs_perm_r);CHKERRQ(ierr);
4499     ierr = PetscMalloc1(rsize,&idxs_sorted);CHKERRQ(ierr);
4500     for (i=0;i<rsize;i++) {
4501       idxs_perm_r[i] = i;
4502     }
4503     ierr = ISGetIndices(isrow,&idxs);CHKERRQ(ierr);
4504     ierr = PetscSortIntWithPermutation(rsize,idxs,idxs_perm_r);CHKERRQ(ierr);
4505     for (i=0;i<rsize;i++) {
4506       idxs_sorted[i] = idxs[idxs_perm_r[i]];
4507     }
4508     ierr = ISRestoreIndices(isrow,&idxs);CHKERRQ(ierr);
4509     ierr = ISCreateGeneral(PETSC_COMM_SELF,rsize,idxs_sorted,PETSC_OWN_POINTER,&isrow_s);CHKERRQ(ierr);
4510   } else {
4511     ierr = PetscObjectReference((PetscObject)isrow);CHKERRQ(ierr);
4512     isrow_s = isrow;
4513   }
4514 
4515   if (!csorted) {
4516     if (isrow == iscol) {
4517       ierr = PetscObjectReference((PetscObject)isrow_s);CHKERRQ(ierr);
4518       iscol_s = isrow_s;
4519     } else {
4520       const PetscInt *idxs;
4521       PetscInt       *idxs_sorted,i;
4522 
4523       ierr = PetscMalloc1(csize,&idxs_perm_c);CHKERRQ(ierr);
4524       ierr = PetscMalloc1(csize,&idxs_sorted);CHKERRQ(ierr);
4525       for (i=0;i<csize;i++) {
4526         idxs_perm_c[i] = i;
4527       }
4528       ierr = ISGetIndices(iscol,&idxs);CHKERRQ(ierr);
4529       ierr = PetscSortIntWithPermutation(csize,idxs,idxs_perm_c);CHKERRQ(ierr);
4530       for (i=0;i<csize;i++) {
4531         idxs_sorted[i] = idxs[idxs_perm_c[i]];
4532       }
4533       ierr = ISRestoreIndices(iscol,&idxs);CHKERRQ(ierr);
4534       ierr = ISCreateGeneral(PETSC_COMM_SELF,csize,idxs_sorted,PETSC_OWN_POINTER,&iscol_s);CHKERRQ(ierr);
4535     }
4536   } else {
4537     ierr = PetscObjectReference((PetscObject)iscol);CHKERRQ(ierr);
4538     iscol_s = iscol;
4539   }
4540 
4541   ierr = MatCreateSubMatrices(A,1,&isrow_s,&iscol_s,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
4542 
4543   if (!rsorted || !csorted) {
4544     Mat      new_mat;
4545     IS       is_perm_r,is_perm_c;
4546 
4547     if (!rsorted) {
4548       PetscInt *idxs_r,i;
4549       ierr = PetscMalloc1(rsize,&idxs_r);CHKERRQ(ierr);
4550       for (i=0;i<rsize;i++) {
4551         idxs_r[idxs_perm_r[i]] = i;
4552       }
4553       ierr = PetscFree(idxs_perm_r);CHKERRQ(ierr);
4554       ierr = ISCreateGeneral(PETSC_COMM_SELF,rsize,idxs_r,PETSC_OWN_POINTER,&is_perm_r);CHKERRQ(ierr);
4555     } else {
4556       ierr = ISCreateStride(PETSC_COMM_SELF,rsize,0,1,&is_perm_r);CHKERRQ(ierr);
4557     }
4558     ierr = ISSetPermutation(is_perm_r);CHKERRQ(ierr);
4559 
4560     if (!csorted) {
4561       if (isrow_s == iscol_s) {
4562         ierr = PetscObjectReference((PetscObject)is_perm_r);CHKERRQ(ierr);
4563         is_perm_c = is_perm_r;
4564       } else {
4565         PetscInt *idxs_c,i;
4566         if (!idxs_perm_c) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Permutation array not present");
4567         ierr = PetscMalloc1(csize,&idxs_c);CHKERRQ(ierr);
4568         for (i=0;i<csize;i++) {
4569           idxs_c[idxs_perm_c[i]] = i;
4570         }
4571         ierr = PetscFree(idxs_perm_c);CHKERRQ(ierr);
4572         ierr = ISCreateGeneral(PETSC_COMM_SELF,csize,idxs_c,PETSC_OWN_POINTER,&is_perm_c);CHKERRQ(ierr);
4573       }
4574     } else {
4575       ierr = ISCreateStride(PETSC_COMM_SELF,csize,0,1,&is_perm_c);CHKERRQ(ierr);
4576     }
4577     ierr = ISSetPermutation(is_perm_c);CHKERRQ(ierr);
4578 
4579     ierr = MatPermute(work_mat[0],is_perm_r,is_perm_c,&new_mat);CHKERRQ(ierr);
4580     ierr = MatDestroy(&work_mat[0]);CHKERRQ(ierr);
4581     work_mat[0] = new_mat;
4582     ierr = ISDestroy(&is_perm_r);CHKERRQ(ierr);
4583     ierr = ISDestroy(&is_perm_c);CHKERRQ(ierr);
4584   }
4585 
4586   ierr = PetscObjectReference((PetscObject)work_mat[0]);CHKERRQ(ierr);
4587   *B = work_mat[0];
4588   ierr = MatDestroyMatrices(1,&work_mat);CHKERRQ(ierr);
4589   ierr = ISDestroy(&isrow_s);CHKERRQ(ierr);
4590   ierr = ISDestroy(&iscol_s);CHKERRQ(ierr);
4591   PetscFunctionReturn(0);
4592 }
4593 
4594 PetscErrorCode PCBDDCComputeLocalMatrix(PC pc, Mat ChangeOfBasisMatrix)
4595 {
4596   Mat_IS*        matis = (Mat_IS*)pc->pmat->data;
4597   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
4598   Mat            new_mat,lA;
4599   IS             is_local,is_global;
4600   PetscInt       local_size;
4601   PetscBool      isseqaij;
4602   PetscErrorCode ierr;
4603 
4604   PetscFunctionBegin;
4605   ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
4606   ierr = MatGetSize(matis->A,&local_size,NULL);CHKERRQ(ierr);
4607   ierr = ISCreateStride(PetscObjectComm((PetscObject)matis->A),local_size,0,1,&is_local);CHKERRQ(ierr);
4608   ierr = ISLocalToGlobalMappingApplyIS(pc->pmat->rmap->mapping,is_local,&is_global);CHKERRQ(ierr);
4609   ierr = ISDestroy(&is_local);CHKERRQ(ierr);
4610   ierr = MatCreateSubMatrixUnsorted(ChangeOfBasisMatrix,is_global,is_global,&new_mat);CHKERRQ(ierr);
4611   ierr = ISDestroy(&is_global);CHKERRQ(ierr);
4612 
4613   /* check */
4614   if (pcbddc->dbg_flag) {
4615     Vec       x,x_change;
4616     PetscReal error;
4617 
4618     ierr = MatCreateVecs(ChangeOfBasisMatrix,&x,&x_change);CHKERRQ(ierr);
4619     ierr = VecSetRandom(x,NULL);CHKERRQ(ierr);
4620     ierr = MatMult(ChangeOfBasisMatrix,x,x_change);CHKERRQ(ierr);
4621     ierr = VecScatterBegin(matis->cctx,x,matis->x,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4622     ierr = VecScatterEnd(matis->cctx,x,matis->x,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
4623     ierr = MatMult(new_mat,matis->x,matis->y);CHKERRQ(ierr);
4624     if (!pcbddc->change_interior) {
4625       const PetscScalar *x,*y,*v;
4626       PetscReal         lerror = 0.;
4627       PetscInt          i;
4628 
4629       ierr = VecGetArrayRead(matis->x,&x);CHKERRQ(ierr);
4630       ierr = VecGetArrayRead(matis->y,&y);CHKERRQ(ierr);
4631       ierr = VecGetArrayRead(matis->counter,&v);CHKERRQ(ierr);
4632       for (i=0;i<local_size;i++)
4633         if (PetscRealPart(v[i]) < 1.5 && PetscAbsScalar(x[i]-y[i]) > lerror)
4634           lerror = PetscAbsScalar(x[i]-y[i]);
4635       ierr = VecRestoreArrayRead(matis->x,&x);CHKERRQ(ierr);
4636       ierr = VecRestoreArrayRead(matis->y,&y);CHKERRQ(ierr);
4637       ierr = VecRestoreArrayRead(matis->counter,&v);CHKERRQ(ierr);
4638       ierr = MPIU_Allreduce(&lerror,&error,1,MPIU_REAL,MPI_MAX,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
4639       if (error > PETSC_SMALL) {
4640         if (!pcbddc->user_ChangeOfBasisMatrix || pcbddc->current_level) {
4641           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on I: %1.6e\n",error);
4642         } else {
4643           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Error global vs local change on I: %1.6e\n",error);
4644         }
4645       }
4646     }
4647     ierr = VecScatterBegin(matis->rctx,matis->y,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
4648     ierr = VecScatterEnd(matis->rctx,matis->y,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
4649     ierr = VecAXPY(x,-1.0,x_change);CHKERRQ(ierr);
4650     ierr = VecNorm(x,NORM_INFINITY,&error);CHKERRQ(ierr);
4651     if (error > PETSC_SMALL) {
4652       if (!pcbddc->user_ChangeOfBasisMatrix || pcbddc->current_level) {
4653         SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on N: %1.6e\n",error);
4654       } else {
4655         SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_USER,"Error global vs local change on N: %1.6e\n",error);
4656       }
4657     }
4658     ierr = VecDestroy(&x);CHKERRQ(ierr);
4659     ierr = VecDestroy(&x_change);CHKERRQ(ierr);
4660   }
4661 
4662   /* lA is present if we are setting up an inner BDDC for a saddle point FETI-DP */
4663   ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject*)&lA);CHKERRQ(ierr);
4664 
4665   /* TODO: HOW TO WORK WITH BAIJ and SBAIJ and SEQDENSE? */
4666   ierr = PetscObjectTypeCompare((PetscObject)matis->A,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
4667   if (isseqaij) {
4668     ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
4669     ierr = MatPtAP(matis->A,new_mat,MAT_INITIAL_MATRIX,2.0,&pcbddc->local_mat);CHKERRQ(ierr);
4670     if (lA) {
4671       Mat work;
4672       ierr = MatPtAP(lA,new_mat,MAT_INITIAL_MATRIX,2.0,&work);CHKERRQ(ierr);
4673       ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject)work);CHKERRQ(ierr);
4674       ierr = MatDestroy(&work);CHKERRQ(ierr);
4675     }
4676   } else {
4677     Mat work_mat;
4678 
4679     ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
4680     ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
4681     ierr = MatPtAP(work_mat,new_mat,MAT_INITIAL_MATRIX,2.0,&pcbddc->local_mat);CHKERRQ(ierr);
4682     ierr = MatDestroy(&work_mat);CHKERRQ(ierr);
4683     if (lA) {
4684       Mat work;
4685       ierr = MatConvert(lA,MATSEQAIJ,MAT_INITIAL_MATRIX,&work_mat);CHKERRQ(ierr);
4686       ierr = MatPtAP(work_mat,new_mat,MAT_INITIAL_MATRIX,2.0,&work);CHKERRQ(ierr);
4687       ierr = PetscObjectCompose((PetscObject)pc,"__KSPFETIDP_lA" ,(PetscObject)work);CHKERRQ(ierr);
4688       ierr = MatDestroy(&work);CHKERRQ(ierr);
4689     }
4690   }
4691   if (matis->A->symmetric_set) {
4692     ierr = MatSetOption(pcbddc->local_mat,MAT_SYMMETRIC,matis->A->symmetric);CHKERRQ(ierr);
4693 #if !defined(PETSC_USE_COMPLEX)
4694     ierr = MatSetOption(pcbddc->local_mat,MAT_HERMITIAN,matis->A->symmetric);CHKERRQ(ierr);
4695 #endif
4696   }
4697   ierr = MatDestroy(&new_mat);CHKERRQ(ierr);
4698   PetscFunctionReturn(0);
4699 }
4700 
4701 PetscErrorCode PCBDDCSetUpLocalScatters(PC pc)
4702 {
4703   PC_IS*          pcis = (PC_IS*)(pc->data);
4704   PC_BDDC*        pcbddc = (PC_BDDC*)pc->data;
4705   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
4706   PetscInt        *idx_R_local=NULL;
4707   PetscInt        n_vertices,i,j,n_R,n_D,n_B;
4708   PetscInt        vbs,bs;
4709   PetscBT         bitmask=NULL;
4710   PetscErrorCode  ierr;
4711 
4712   PetscFunctionBegin;
4713   /*
4714     No need to setup local scatters if
4715       - primal space is unchanged
4716         AND
4717       - we actually have locally some primal dofs (could not be true in multilevel or for isolated subdomains)
4718         AND
4719       - we are not in debugging mode (this is needed since there are Synchronized prints at the end of the subroutine
4720   */
4721   if (!pcbddc->new_primal_space_local && pcbddc->local_primal_size && !pcbddc->dbg_flag) {
4722     PetscFunctionReturn(0);
4723   }
4724   /* destroy old objects */
4725   ierr = ISDestroy(&pcbddc->is_R_local);CHKERRQ(ierr);
4726   ierr = VecScatterDestroy(&pcbddc->R_to_B);CHKERRQ(ierr);
4727   ierr = VecScatterDestroy(&pcbddc->R_to_D);CHKERRQ(ierr);
4728   /* Set Non-overlapping dimensions */
4729   n_B = pcis->n_B;
4730   n_D = pcis->n - n_B;
4731   n_vertices = pcbddc->n_vertices;
4732 
4733   /* Dohrmann's notation: dofs splitted in R (Remaining: all dofs but the vertices) and V (Vertices) */
4734 
4735   /* create auxiliary bitmask and allocate workspace */
4736   if (!sub_schurs || !sub_schurs->reuse_solver) {
4737     ierr = PetscMalloc1(pcis->n-n_vertices,&idx_R_local);CHKERRQ(ierr);
4738     ierr = PetscBTCreate(pcis->n,&bitmask);CHKERRQ(ierr);
4739     for (i=0;i<n_vertices;i++) {
4740       ierr = PetscBTSet(bitmask,pcbddc->local_primal_ref_node[i]);CHKERRQ(ierr);
4741     }
4742 
4743     for (i=0, n_R=0; i<pcis->n; i++) {
4744       if (!PetscBTLookup(bitmask,i)) {
4745         idx_R_local[n_R++] = i;
4746       }
4747     }
4748   } else { /* A different ordering (already computed) is present if we are reusing the Schur solver */
4749     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4750 
4751     ierr = ISGetIndices(reuse_solver->is_R,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
4752     ierr = ISGetLocalSize(reuse_solver->is_R,&n_R);CHKERRQ(ierr);
4753   }
4754 
4755   /* Block code */
4756   vbs = 1;
4757   ierr = MatGetBlockSize(pcbddc->local_mat,&bs);CHKERRQ(ierr);
4758   if (bs>1 && !(n_vertices%bs)) {
4759     PetscBool is_blocked = PETSC_TRUE;
4760     PetscInt  *vary;
4761     if (!sub_schurs || !sub_schurs->reuse_solver) {
4762       ierr = PetscMalloc1(pcis->n/bs,&vary);CHKERRQ(ierr);
4763       ierr = PetscMemzero(vary,pcis->n/bs*sizeof(PetscInt));CHKERRQ(ierr);
4764       /* Verify that the vertex indices correspond to each element in a block (code taken from sbaij2.c) */
4765       /* 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 */
4766       for (i=0; i<n_vertices; i++) vary[pcbddc->local_primal_ref_node[i]/bs]++;
4767       for (i=0; i<pcis->n/bs; i++) {
4768         if (vary[i]!=0 && vary[i]!=bs) {
4769           is_blocked = PETSC_FALSE;
4770           break;
4771         }
4772       }
4773       ierr = PetscFree(vary);CHKERRQ(ierr);
4774     } else {
4775       /* Verify directly the R set */
4776       for (i=0; i<n_R/bs; i++) {
4777         PetscInt j,node=idx_R_local[bs*i];
4778         for (j=1; j<bs; j++) {
4779           if (node != idx_R_local[bs*i+j]-j) {
4780             is_blocked = PETSC_FALSE;
4781             break;
4782           }
4783         }
4784       }
4785     }
4786     if (is_blocked) { /* build compressed IS for R nodes (complement of vertices) */
4787       vbs = bs;
4788       for (i=0;i<n_R/vbs;i++) {
4789         idx_R_local[i] = idx_R_local[vbs*i]/vbs;
4790       }
4791     }
4792   }
4793   ierr = ISCreateBlock(PETSC_COMM_SELF,vbs,n_R/vbs,idx_R_local,PETSC_COPY_VALUES,&pcbddc->is_R_local);CHKERRQ(ierr);
4794   if (sub_schurs && sub_schurs->reuse_solver) {
4795     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4796 
4797     ierr = ISRestoreIndices(reuse_solver->is_R,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
4798     ierr = ISDestroy(&reuse_solver->is_R);CHKERRQ(ierr);
4799     ierr = PetscObjectReference((PetscObject)pcbddc->is_R_local);CHKERRQ(ierr);
4800     reuse_solver->is_R = pcbddc->is_R_local;
4801   } else {
4802     ierr = PetscFree(idx_R_local);CHKERRQ(ierr);
4803   }
4804 
4805   /* print some info if requested */
4806   if (pcbddc->dbg_flag) {
4807     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
4808     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4809     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
4810     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d local dimensions\n",PetscGlobalRank);CHKERRQ(ierr);
4811     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"local_size = %d, dirichlet_size = %d, boundary_size = %d\n",pcis->n,n_D,n_B);CHKERRQ(ierr);
4812     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);
4813     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
4814   }
4815 
4816   /* VecScatters pcbddc->R_to_B and (optionally) pcbddc->R_to_D */
4817   if (!sub_schurs || !sub_schurs->reuse_solver) {
4818     IS       is_aux1,is_aux2;
4819     PetscInt *aux_array1,*aux_array2,*is_indices,*idx_R_local;
4820 
4821     ierr = ISGetIndices(pcbddc->is_R_local,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
4822     ierr = PetscMalloc1(pcis->n_B-n_vertices,&aux_array1);CHKERRQ(ierr);
4823     ierr = PetscMalloc1(pcis->n_B-n_vertices,&aux_array2);CHKERRQ(ierr);
4824     ierr = ISGetIndices(pcis->is_I_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
4825     for (i=0; i<n_D; i++) {
4826       ierr = PetscBTSet(bitmask,is_indices[i]);CHKERRQ(ierr);
4827     }
4828     ierr = ISRestoreIndices(pcis->is_I_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
4829     for (i=0, j=0; i<n_R; i++) {
4830       if (!PetscBTLookup(bitmask,idx_R_local[i])) {
4831         aux_array1[j++] = i;
4832       }
4833     }
4834     ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array1,PETSC_OWN_POINTER,&is_aux1);CHKERRQ(ierr);
4835     ierr = ISGetIndices(pcis->is_B_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
4836     for (i=0, j=0; i<n_B; i++) {
4837       if (!PetscBTLookup(bitmask,is_indices[i])) {
4838         aux_array2[j++] = i;
4839       }
4840     }
4841     ierr = ISRestoreIndices(pcis->is_B_local,(const PetscInt**)&is_indices);CHKERRQ(ierr);
4842     ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array2,PETSC_OWN_POINTER,&is_aux2);CHKERRQ(ierr);
4843     ierr = VecScatterCreate(pcbddc->vec1_R,is_aux1,pcis->vec1_B,is_aux2,&pcbddc->R_to_B);CHKERRQ(ierr);
4844     ierr = ISDestroy(&is_aux1);CHKERRQ(ierr);
4845     ierr = ISDestroy(&is_aux2);CHKERRQ(ierr);
4846 
4847     if (pcbddc->switch_static || pcbddc->dbg_flag) {
4848       ierr = PetscMalloc1(n_D,&aux_array1);CHKERRQ(ierr);
4849       for (i=0, j=0; i<n_R; i++) {
4850         if (PetscBTLookup(bitmask,idx_R_local[i])) {
4851           aux_array1[j++] = i;
4852         }
4853       }
4854       ierr = ISCreateGeneral(PETSC_COMM_SELF,j,aux_array1,PETSC_OWN_POINTER,&is_aux1);CHKERRQ(ierr);
4855       ierr = VecScatterCreate(pcbddc->vec1_R,is_aux1,pcis->vec1_D,(IS)0,&pcbddc->R_to_D);CHKERRQ(ierr);
4856       ierr = ISDestroy(&is_aux1);CHKERRQ(ierr);
4857     }
4858     ierr = PetscBTDestroy(&bitmask);CHKERRQ(ierr);
4859     ierr = ISRestoreIndices(pcbddc->is_R_local,(const PetscInt**)&idx_R_local);CHKERRQ(ierr);
4860   } else {
4861     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4862     IS                 tis;
4863     PetscInt           schur_size;
4864 
4865     ierr = ISGetLocalSize(reuse_solver->is_B,&schur_size);CHKERRQ(ierr);
4866     ierr = ISCreateStride(PETSC_COMM_SELF,schur_size,n_D,1,&tis);CHKERRQ(ierr);
4867     ierr = VecScatterCreate(pcbddc->vec1_R,tis,pcis->vec1_B,reuse_solver->is_B,&pcbddc->R_to_B);CHKERRQ(ierr);
4868     ierr = ISDestroy(&tis);CHKERRQ(ierr);
4869     if (pcbddc->switch_static || pcbddc->dbg_flag) {
4870       ierr = ISCreateStride(PETSC_COMM_SELF,n_D,0,1,&tis);CHKERRQ(ierr);
4871       ierr = VecScatterCreate(pcbddc->vec1_R,tis,pcis->vec1_D,(IS)0,&pcbddc->R_to_D);CHKERRQ(ierr);
4872       ierr = ISDestroy(&tis);CHKERRQ(ierr);
4873     }
4874   }
4875   PetscFunctionReturn(0);
4876 }
4877 
4878 
4879 PetscErrorCode PCBDDCSetUpLocalSolvers(PC pc, PetscBool dirichlet, PetscBool neumann)
4880 {
4881   PC_BDDC        *pcbddc = (PC_BDDC*)pc->data;
4882   PC_IS          *pcis = (PC_IS*)pc->data;
4883   PC             pc_temp;
4884   Mat            A_RR;
4885   MatReuse       reuse;
4886   PetscScalar    m_one = -1.0;
4887   PetscReal      value;
4888   PetscInt       n_D,n_R;
4889   PetscBool      check_corr,issbaij;
4890   PetscErrorCode ierr;
4891   /* prefixes stuff */
4892   char           dir_prefix[256],neu_prefix[256],str_level[16];
4893   size_t         len;
4894 
4895   PetscFunctionBegin;
4896 
4897   /* compute prefixes */
4898   ierr = PetscStrcpy(dir_prefix,"");CHKERRQ(ierr);
4899   ierr = PetscStrcpy(neu_prefix,"");CHKERRQ(ierr);
4900   if (!pcbddc->current_level) {
4901     ierr = PetscStrcpy(dir_prefix,((PetscObject)pc)->prefix);CHKERRQ(ierr);
4902     ierr = PetscStrcpy(neu_prefix,((PetscObject)pc)->prefix);CHKERRQ(ierr);
4903     ierr = PetscStrcat(dir_prefix,"pc_bddc_dirichlet_");CHKERRQ(ierr);
4904     ierr = PetscStrcat(neu_prefix,"pc_bddc_neumann_");CHKERRQ(ierr);
4905   } else {
4906     ierr = PetscSNPrintf(str_level,sizeof(str_level),"l%d_",(int)(pcbddc->current_level));CHKERRQ(ierr);
4907     ierr = PetscStrlen(((PetscObject)pc)->prefix,&len);CHKERRQ(ierr);
4908     len -= 15; /* remove "pc_bddc_coarse_" */
4909     if (pcbddc->current_level>1) len -= 3; /* remove "lX_" with X level number */
4910     if (pcbddc->current_level>10) len -= 1; /* remove another char from level number */
4911     ierr = PetscStrncpy(dir_prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
4912     ierr = PetscStrncpy(neu_prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
4913     ierr = PetscStrcat(dir_prefix,"pc_bddc_dirichlet_");CHKERRQ(ierr);
4914     ierr = PetscStrcat(neu_prefix,"pc_bddc_neumann_");CHKERRQ(ierr);
4915     ierr = PetscStrcat(dir_prefix,str_level);CHKERRQ(ierr);
4916     ierr = PetscStrcat(neu_prefix,str_level);CHKERRQ(ierr);
4917   }
4918 
4919   /* DIRICHLET PROBLEM */
4920   if (dirichlet) {
4921     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
4922     if (pcbddc->benign_n && !pcbddc->benign_change_explicit) {
4923       if (!sub_schurs || !sub_schurs->reuse_solver) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Not yet implemented\n");
4924       if (pcbddc->dbg_flag) {
4925         Mat    A_IIn;
4926 
4927         ierr = PCBDDCBenignProject(pc,pcis->is_I_local,pcis->is_I_local,&A_IIn);CHKERRQ(ierr);
4928         ierr = MatDestroy(&pcis->A_II);CHKERRQ(ierr);
4929         pcis->A_II = A_IIn;
4930       }
4931     }
4932     if (pcbddc->local_mat->symmetric_set) {
4933       ierr = MatSetOption(pcis->A_II,MAT_SYMMETRIC,pcbddc->local_mat->symmetric_set);CHKERRQ(ierr);
4934     }
4935     /* Matrix for Dirichlet problem is pcis->A_II */
4936     n_D = pcis->n - pcis->n_B;
4937     if (!pcbddc->ksp_D) { /* create object if not yet build */
4938       ierr = KSPCreate(PETSC_COMM_SELF,&pcbddc->ksp_D);CHKERRQ(ierr);
4939       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->ksp_D,(PetscObject)pc,1);CHKERRQ(ierr);
4940       /* default */
4941       ierr = KSPSetType(pcbddc->ksp_D,KSPPREONLY);CHKERRQ(ierr);
4942       ierr = KSPSetOptionsPrefix(pcbddc->ksp_D,dir_prefix);CHKERRQ(ierr);
4943       ierr = PetscObjectTypeCompare((PetscObject)pcis->A_II,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
4944       ierr = KSPGetPC(pcbddc->ksp_D,&pc_temp);CHKERRQ(ierr);
4945       if (issbaij) {
4946         ierr = PCSetType(pc_temp,PCCHOLESKY);CHKERRQ(ierr);
4947       } else {
4948         ierr = PCSetType(pc_temp,PCLU);CHKERRQ(ierr);
4949       }
4950       /* Allow user's customization */
4951       ierr = KSPSetFromOptions(pcbddc->ksp_D);CHKERRQ(ierr);
4952       ierr = PCFactorSetReuseFill(pc_temp,PETSC_TRUE);CHKERRQ(ierr);
4953     }
4954     ierr = KSPSetOperators(pcbddc->ksp_D,pcis->A_II,pcis->A_II);CHKERRQ(ierr);
4955     if (sub_schurs && sub_schurs->reuse_solver) {
4956       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
4957 
4958       ierr = KSPSetPC(pcbddc->ksp_D,reuse_solver->interior_solver);CHKERRQ(ierr);
4959     }
4960     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
4961     if (!n_D) {
4962       ierr = KSPGetPC(pcbddc->ksp_D,&pc_temp);CHKERRQ(ierr);
4963       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
4964     }
4965     /* Set Up KSP for Dirichlet problem of BDDC */
4966     ierr = KSPSetUp(pcbddc->ksp_D);CHKERRQ(ierr);
4967     /* set ksp_D into pcis data */
4968     ierr = KSPDestroy(&pcis->ksp_D);CHKERRQ(ierr);
4969     ierr = PetscObjectReference((PetscObject)pcbddc->ksp_D);CHKERRQ(ierr);
4970     pcis->ksp_D = pcbddc->ksp_D;
4971   }
4972 
4973   /* NEUMANN PROBLEM */
4974   A_RR = 0;
4975   if (neumann) {
4976     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
4977     PetscInt        ibs,mbs;
4978     PetscBool       issbaij, reuse_neumann_solver;
4979     Mat_IS*         matis = (Mat_IS*)pc->pmat->data;
4980 
4981     reuse_neumann_solver = PETSC_FALSE;
4982     if (sub_schurs && sub_schurs->reuse_solver) {
4983       IS iP;
4984 
4985       reuse_neumann_solver = PETSC_TRUE;
4986       ierr = PetscObjectQuery((PetscObject)sub_schurs->A,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
4987       if (iP) reuse_neumann_solver = PETSC_FALSE;
4988     }
4989     /* Matrix for Neumann problem is A_RR -> we need to create/reuse it at this point */
4990     ierr = ISGetSize(pcbddc->is_R_local,&n_R);CHKERRQ(ierr);
4991     if (pcbddc->ksp_R) { /* already created ksp */
4992       PetscInt nn_R;
4993       ierr = KSPGetOperators(pcbddc->ksp_R,NULL,&A_RR);CHKERRQ(ierr);
4994       ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
4995       ierr = MatGetSize(A_RR,&nn_R,NULL);CHKERRQ(ierr);
4996       if (nn_R != n_R) { /* old ksp is not reusable, so reset it */
4997         ierr = KSPReset(pcbddc->ksp_R);CHKERRQ(ierr);
4998         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
4999         reuse = MAT_INITIAL_MATRIX;
5000       } else { /* same sizes, but nonzero pattern depend on primal vertices so it can be changed */
5001         if (pcbddc->new_primal_space_local) { /* we are not sure the matrix will have the same nonzero pattern */
5002           ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5003           reuse = MAT_INITIAL_MATRIX;
5004         } else { /* safe to reuse the matrix */
5005           reuse = MAT_REUSE_MATRIX;
5006         }
5007       }
5008       /* last check */
5009       if (pc->flag == DIFFERENT_NONZERO_PATTERN) {
5010         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5011         reuse = MAT_INITIAL_MATRIX;
5012       }
5013     } else { /* first time, so we need to create the matrix */
5014       reuse = MAT_INITIAL_MATRIX;
5015     }
5016     /* convert pcbddc->local_mat if needed later in PCBDDCSetUpCorrection */
5017     ierr = MatGetBlockSize(pcbddc->local_mat,&mbs);CHKERRQ(ierr);
5018     ierr = ISGetBlockSize(pcbddc->is_R_local,&ibs);CHKERRQ(ierr);
5019     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->local_mat,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5020     if (ibs != mbs) { /* need to convert to SEQAIJ to extract any submatrix with is_R_local */
5021       if (matis->A == pcbddc->local_mat) {
5022         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5023         ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5024       } else {
5025         ierr = MatConvert(pcbddc->local_mat,MATSEQAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5026       }
5027     } else if (issbaij) { /* need to convert to BAIJ to get offdiagonal blocks */
5028       if (matis->A == pcbddc->local_mat) {
5029         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
5030         ierr = MatConvert(matis->A,MATSEQBAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5031       } else {
5032         ierr = MatConvert(pcbddc->local_mat,MATSEQBAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
5033       }
5034     }
5035     /* extract A_RR */
5036     if (reuse_neumann_solver) {
5037       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5038 
5039       if (pcbddc->dbg_flag) { /* we need A_RR to test the solver later */
5040         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5041         if (reuse_solver->benign_n) { /* we are not using the explicit change of basis on the pressures */
5042           ierr = PCBDDCBenignProject(pc,pcbddc->is_R_local,pcbddc->is_R_local,&A_RR);CHKERRQ(ierr);
5043         } else {
5044           ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,MAT_INITIAL_MATRIX,&A_RR);CHKERRQ(ierr);
5045         }
5046       } else {
5047         ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5048         ierr = PCGetOperators(reuse_solver->correction_solver,&A_RR,NULL);CHKERRQ(ierr);
5049         ierr = PetscObjectReference((PetscObject)A_RR);CHKERRQ(ierr);
5050       }
5051     } else { /* we have to build the neumann solver, so we need to extract the relevant matrix */
5052       ierr = MatCreateSubMatrix(pcbddc->local_mat,pcbddc->is_R_local,pcbddc->is_R_local,reuse,&A_RR);CHKERRQ(ierr);
5053     }
5054     if (pcbddc->local_mat->symmetric_set) {
5055       ierr = MatSetOption(A_RR,MAT_SYMMETRIC,pcbddc->local_mat->symmetric_set);CHKERRQ(ierr);
5056     }
5057     if (!pcbddc->ksp_R) { /* create object if not present */
5058       ierr = KSPCreate(PETSC_COMM_SELF,&pcbddc->ksp_R);CHKERRQ(ierr);
5059       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->ksp_R,(PetscObject)pc,1);CHKERRQ(ierr);
5060       /* default */
5061       ierr = KSPSetType(pcbddc->ksp_R,KSPPREONLY);CHKERRQ(ierr);
5062       ierr = KSPSetOptionsPrefix(pcbddc->ksp_R,neu_prefix);CHKERRQ(ierr);
5063       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5064       ierr = PetscObjectTypeCompare((PetscObject)A_RR,MATSEQSBAIJ,&issbaij);CHKERRQ(ierr);
5065       if (issbaij) {
5066         ierr = PCSetType(pc_temp,PCCHOLESKY);CHKERRQ(ierr);
5067       } else {
5068         ierr = PCSetType(pc_temp,PCLU);CHKERRQ(ierr);
5069       }
5070       /* Allow user's customization */
5071       ierr = KSPSetFromOptions(pcbddc->ksp_R);CHKERRQ(ierr);
5072       ierr = PCFactorSetReuseFill(pc_temp,PETSC_TRUE);CHKERRQ(ierr);
5073     }
5074     /* umfpack interface has a bug when matrix dimension is zero. TODO solve from umfpack interface */
5075     if (!n_R) {
5076       ierr = KSPGetPC(pcbddc->ksp_R,&pc_temp);CHKERRQ(ierr);
5077       ierr = PCSetType(pc_temp,PCNONE);CHKERRQ(ierr);
5078     }
5079     ierr = KSPSetOperators(pcbddc->ksp_R,A_RR,A_RR);CHKERRQ(ierr);
5080     /* Reuse solver if it is present */
5081     if (reuse_neumann_solver) {
5082       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5083 
5084       ierr = KSPSetPC(pcbddc->ksp_R,reuse_solver->correction_solver);CHKERRQ(ierr);
5085     }
5086     /* Set Up KSP for Neumann problem of BDDC */
5087     ierr = KSPSetUp(pcbddc->ksp_R);CHKERRQ(ierr);
5088   }
5089 
5090   if (pcbddc->dbg_flag) {
5091     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5092     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5093     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
5094   }
5095 
5096   /* adapt Dirichlet and Neumann solvers if a nullspace correction has been requested */
5097   check_corr = PETSC_FALSE;
5098   if (pcbddc->NullSpace_corr[0]) {
5099     ierr = PCBDDCSetUseExactDirichlet(pc,PETSC_FALSE);CHKERRQ(ierr);
5100   }
5101   if (dirichlet && pcbddc->NullSpace_corr[0] && !pcbddc->switch_static) {
5102     check_corr = PETSC_TRUE;
5103     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_TRUE,pcbddc->NullSpace_corr[1]);CHKERRQ(ierr);
5104   }
5105   if (neumann && pcbddc->NullSpace_corr[2]) {
5106     check_corr = PETSC_TRUE;
5107     ierr = PCBDDCNullSpaceAssembleCorrection(pc,PETSC_FALSE,pcbddc->NullSpace_corr[3]);CHKERRQ(ierr);
5108   }
5109   /* check Dirichlet and Neumann solvers */
5110   if (pcbddc->dbg_flag) {
5111     if (dirichlet) { /* Dirichlet */
5112       ierr = VecSetRandom(pcis->vec1_D,NULL);CHKERRQ(ierr);
5113       ierr = MatMult(pcis->A_II,pcis->vec1_D,pcis->vec2_D);CHKERRQ(ierr);
5114       ierr = KSPSolve(pcbddc->ksp_D,pcis->vec2_D,pcis->vec2_D);CHKERRQ(ierr);
5115       ierr = VecAXPY(pcis->vec1_D,m_one,pcis->vec2_D);CHKERRQ(ierr);
5116       ierr = VecNorm(pcis->vec1_D,NORM_INFINITY,&value);CHKERRQ(ierr);
5117       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);
5118       if (check_corr) {
5119         ierr = PCBDDCNullSpaceCheckCorrection(pc,PETSC_TRUE);CHKERRQ(ierr);
5120       }
5121       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5122     }
5123     if (neumann) { /* Neumann */
5124       ierr = VecSetRandom(pcbddc->vec1_R,NULL);CHKERRQ(ierr);
5125       ierr = MatMult(A_RR,pcbddc->vec1_R,pcbddc->vec2_R);CHKERRQ(ierr);
5126       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec2_R,pcbddc->vec2_R);CHKERRQ(ierr);
5127       ierr = VecAXPY(pcbddc->vec1_R,m_one,pcbddc->vec2_R);CHKERRQ(ierr);
5128       ierr = VecNorm(pcbddc->vec1_R,NORM_INFINITY,&value);CHKERRQ(ierr);
5129       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);
5130       if (check_corr) {
5131         ierr = PCBDDCNullSpaceCheckCorrection(pc,PETSC_FALSE);CHKERRQ(ierr);
5132       }
5133       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5134     }
5135   }
5136   /* free Neumann problem's matrix */
5137   ierr = MatDestroy(&A_RR);CHKERRQ(ierr);
5138   PetscFunctionReturn(0);
5139 }
5140 
5141 static PetscErrorCode  PCBDDCSolveSubstructureCorrection(PC pc, Vec inout_B, Vec inout_D, PetscBool applytranspose)
5142 {
5143   PetscErrorCode  ierr;
5144   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5145   PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5146   PetscBool       reuse_solver = sub_schurs ? ( sub_schurs->reuse_solver ? PETSC_TRUE : PETSC_FALSE ) : PETSC_FALSE;
5147 
5148   PetscFunctionBegin;
5149   if (!reuse_solver) {
5150     ierr = VecSet(pcbddc->vec1_R,0.);CHKERRQ(ierr);
5151   }
5152   if (!pcbddc->switch_static) {
5153     if (applytranspose && pcbddc->local_auxmat1) {
5154       ierr = MatMultTranspose(pcbddc->local_auxmat2,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5155       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5156     }
5157     if (!reuse_solver) {
5158       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5159       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5160     } else {
5161       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5162 
5163       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5164       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,inout_B,reuse_solver->rhs_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5165     }
5166   } else {
5167     ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5168     ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5169     ierr = VecScatterBegin(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5170     ierr = VecScatterEnd(pcbddc->R_to_D,inout_D,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5171     if (applytranspose && pcbddc->local_auxmat1) {
5172       ierr = MatMultTranspose(pcbddc->local_auxmat2,pcbddc->vec1_R,pcbddc->vec1_C);CHKERRQ(ierr);
5173       ierr = MatMultTransposeAdd(pcbddc->local_auxmat1,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5174       ierr = VecScatterBegin(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5175       ierr = VecScatterEnd(pcbddc->R_to_B,inout_B,pcbddc->vec1_R,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5176     }
5177   }
5178   if (!reuse_solver || pcbddc->switch_static) {
5179     if (applytranspose) {
5180       ierr = KSPSolveTranspose(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5181     } else {
5182       ierr = KSPSolve(pcbddc->ksp_R,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5183     }
5184   } else {
5185     PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5186 
5187     if (applytranspose) {
5188       ierr = MatFactorSolveSchurComplementTranspose(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5189     } else {
5190       ierr = MatFactorSolveSchurComplement(reuse_solver->F,reuse_solver->rhs_B,reuse_solver->sol_B);CHKERRQ(ierr);
5191     }
5192   }
5193   ierr = VecSet(inout_B,0.);CHKERRQ(ierr);
5194   if (!pcbddc->switch_static) {
5195     if (!reuse_solver) {
5196       ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5197       ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5198     } else {
5199       PCBDDCReuseSolvers reuse_solver = sub_schurs->reuse_solver;
5200 
5201       ierr = VecScatterBegin(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5202       ierr = VecScatterEnd(reuse_solver->correction_scatter_B,reuse_solver->sol_B,inout_B,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5203     }
5204     if (!applytranspose && pcbddc->local_auxmat1) {
5205       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5206       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,inout_B,inout_B);CHKERRQ(ierr);
5207     }
5208   } else {
5209     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5210     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5211     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5212     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5213     if (!applytranspose && pcbddc->local_auxmat1) {
5214       ierr = MatMult(pcbddc->local_auxmat1,inout_B,pcbddc->vec1_C);CHKERRQ(ierr);
5215       ierr = MatMultAdd(pcbddc->local_auxmat2,pcbddc->vec1_C,pcbddc->vec1_R,pcbddc->vec1_R);CHKERRQ(ierr);
5216     }
5217     ierr = VecScatterBegin(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5218     ierr = VecScatterEnd(pcbddc->R_to_B,pcbddc->vec1_R,inout_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5219     ierr = VecScatterBegin(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5220     ierr = VecScatterEnd(pcbddc->R_to_D,pcbddc->vec1_R,inout_D,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5221   }
5222   PetscFunctionReturn(0);
5223 }
5224 
5225 /* parameter apply transpose determines if the interface preconditioner should be applied transposed or not */
5226 PetscErrorCode  PCBDDCApplyInterfacePreconditioner(PC pc, PetscBool applytranspose)
5227 {
5228   PetscErrorCode ierr;
5229   PC_BDDC*        pcbddc = (PC_BDDC*)(pc->data);
5230   PC_IS*            pcis = (PC_IS*)  (pc->data);
5231   const PetscScalar zero = 0.0;
5232 
5233   PetscFunctionBegin;
5234   /* Application of PSI^T or PHI^T (depending on applytranspose, see comment above) */
5235   if (!pcbddc->benign_apply_coarse_only) {
5236     if (applytranspose) {
5237       ierr = MatMultTranspose(pcbddc->coarse_phi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5238       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_phi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5239     } else {
5240       ierr = MatMultTranspose(pcbddc->coarse_psi_B,pcis->vec1_B,pcbddc->vec1_P);CHKERRQ(ierr);
5241       if (pcbddc->switch_static) { ierr = MatMultTransposeAdd(pcbddc->coarse_psi_D,pcis->vec1_D,pcbddc->vec1_P,pcbddc->vec1_P);CHKERRQ(ierr); }
5242     }
5243   } else {
5244     ierr = VecSet(pcbddc->vec1_P,zero);CHKERRQ(ierr);
5245   }
5246 
5247   /* add p0 to the last value of vec1_P holding the coarse dof relative to p0 */
5248   if (pcbddc->benign_n) {
5249     PetscScalar *array;
5250     PetscInt    j;
5251 
5252     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5253     for (j=0;j<pcbddc->benign_n;j++) array[pcbddc->local_primal_size-pcbddc->benign_n+j] += pcbddc->benign_p0[j];
5254     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5255   }
5256 
5257   /* start communications from local primal nodes to rhs of coarse solver */
5258   ierr = VecSet(pcbddc->coarse_vec,zero);CHKERRQ(ierr);
5259   ierr = PCBDDCScatterCoarseDataBegin(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5260   ierr = PCBDDCScatterCoarseDataEnd(pc,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5261 
5262   /* Coarse solution -> rhs and sol updated inside PCBDDCScattarCoarseDataBegin/End */
5263   if (pcbddc->coarse_ksp) {
5264     Mat          coarse_mat;
5265     Vec          rhs,sol;
5266     MatNullSpace nullsp;
5267     PetscBool    isbddc = PETSC_FALSE;
5268 
5269     if (pcbddc->benign_have_null) {
5270       PC        coarse_pc;
5271 
5272       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5273       ierr = PetscObjectTypeCompare((PetscObject)coarse_pc,PCBDDC,&isbddc);CHKERRQ(ierr);
5274       /* we need to propagate to coarser levels the need for a possible benign correction */
5275       if (isbddc && pcbddc->benign_apply_coarse_only && !pcbddc->benign_skip_correction) {
5276         PC_BDDC* coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5277         coarsepcbddc->benign_skip_correction = PETSC_FALSE;
5278         coarsepcbddc->benign_apply_coarse_only = PETSC_TRUE;
5279       }
5280     }
5281     ierr = KSPGetRhs(pcbddc->coarse_ksp,&rhs);CHKERRQ(ierr);
5282     ierr = KSPGetSolution(pcbddc->coarse_ksp,&sol);CHKERRQ(ierr);
5283     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
5284     ierr = MatGetNullSpace(coarse_mat,&nullsp);CHKERRQ(ierr);
5285     if (nullsp) {
5286       ierr = MatNullSpaceRemove(nullsp,rhs);CHKERRQ(ierr);
5287     }
5288     if (applytranspose) {
5289       if (pcbddc->benign_apply_coarse_only) SETERRQ(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),PETSC_ERR_SUP,"Not yet implemented");
5290       ierr = KSPSolveTranspose(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5291     } else {
5292       if (pcbddc->benign_apply_coarse_only && isbddc) { /* need just to apply the coarse preconditioner during presolve */
5293         PC        coarse_pc;
5294 
5295         ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5296         ierr = PCPreSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5297         ierr = PCBDDCBenignRemoveInterior(coarse_pc,rhs,sol);CHKERRQ(ierr);
5298         ierr = PCPostSolve(coarse_pc,pcbddc->coarse_ksp);CHKERRQ(ierr);
5299       } else {
5300         ierr = KSPSolve(pcbddc->coarse_ksp,rhs,sol);CHKERRQ(ierr);
5301       }
5302     }
5303     /* we don't need the benign correction at coarser levels anymore */
5304     if (pcbddc->benign_have_null && isbddc) {
5305       PC        coarse_pc;
5306       PC_BDDC*  coarsepcbddc;
5307 
5308       ierr = KSPGetPC(pcbddc->coarse_ksp,&coarse_pc);CHKERRQ(ierr);
5309       coarsepcbddc = (PC_BDDC*)(coarse_pc->data);
5310       coarsepcbddc->benign_skip_correction = PETSC_TRUE;
5311       coarsepcbddc->benign_apply_coarse_only = PETSC_FALSE;
5312     }
5313     if (nullsp) {
5314       ierr = MatNullSpaceRemove(nullsp,sol);CHKERRQ(ierr);
5315     }
5316   }
5317 
5318   /* Local solution on R nodes */
5319   if (pcis->n && !pcbddc->benign_apply_coarse_only) {
5320     ierr = PCBDDCSolveSubstructureCorrection(pc,pcis->vec1_B,pcis->vec1_D,applytranspose);CHKERRQ(ierr);
5321   }
5322   /* communications from coarse sol to local primal nodes */
5323   ierr = PCBDDCScatterCoarseDataBegin(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5324   ierr = PCBDDCScatterCoarseDataEnd(pc,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
5325 
5326   /* Sum contributions from the two levels */
5327   if (!pcbddc->benign_apply_coarse_only) {
5328     if (applytranspose) {
5329       ierr = MatMultAdd(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5330       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_psi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5331     } else {
5332       ierr = MatMultAdd(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
5333       if (pcbddc->switch_static) { ierr = MatMultAdd(pcbddc->coarse_phi_D,pcbddc->vec1_P,pcis->vec1_D,pcis->vec1_D);CHKERRQ(ierr); }
5334     }
5335     /* store p0 */
5336     if (pcbddc->benign_n) {
5337       PetscScalar *array;
5338       PetscInt    j;
5339 
5340       ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5341       for (j=0;j<pcbddc->benign_n;j++) pcbddc->benign_p0[j] = array[pcbddc->local_primal_size-pcbddc->benign_n+j];
5342       ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
5343     }
5344   } else { /* expand the coarse solution */
5345     if (applytranspose) {
5346       ierr = MatMult(pcbddc->coarse_psi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5347     } else {
5348       ierr = MatMult(pcbddc->coarse_phi_B,pcbddc->vec1_P,pcis->vec1_B);CHKERRQ(ierr);
5349     }
5350   }
5351   PetscFunctionReturn(0);
5352 }
5353 
5354 PetscErrorCode PCBDDCScatterCoarseDataBegin(PC pc,InsertMode imode, ScatterMode smode)
5355 {
5356   PetscErrorCode ierr;
5357   PC_BDDC*       pcbddc = (PC_BDDC*)(pc->data);
5358   PetscScalar    *array;
5359   Vec            from,to;
5360 
5361   PetscFunctionBegin;
5362   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
5363     from = pcbddc->coarse_vec;
5364     to = pcbddc->vec1_P;
5365     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
5366       Vec tvec;
5367 
5368       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5369       ierr = VecResetArray(tvec);CHKERRQ(ierr);
5370       ierr = KSPGetSolution(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5371       ierr = VecGetArray(tvec,&array);CHKERRQ(ierr);
5372       ierr = VecPlaceArray(from,array);CHKERRQ(ierr);
5373       ierr = VecRestoreArray(tvec,&array);CHKERRQ(ierr);
5374     }
5375   } else { /* from local to global -> put data in coarse right hand side */
5376     from = pcbddc->vec1_P;
5377     to = pcbddc->coarse_vec;
5378   }
5379   ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
5380   PetscFunctionReturn(0);
5381 }
5382 
5383 PetscErrorCode PCBDDCScatterCoarseDataEnd(PC pc, InsertMode imode, ScatterMode smode)
5384 {
5385   PetscErrorCode ierr;
5386   PC_BDDC*       pcbddc = (PC_BDDC*)(pc->data);
5387   PetscScalar    *array;
5388   Vec            from,to;
5389 
5390   PetscFunctionBegin;
5391   if (smode == SCATTER_REVERSE) { /* from global to local -> get data from coarse solution */
5392     from = pcbddc->coarse_vec;
5393     to = pcbddc->vec1_P;
5394   } else { /* from local to global -> put data in coarse right hand side */
5395     from = pcbddc->vec1_P;
5396     to = pcbddc->coarse_vec;
5397   }
5398   ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,from,to,imode,smode);CHKERRQ(ierr);
5399   if (smode == SCATTER_FORWARD) {
5400     if (pcbddc->coarse_ksp) { /* get array from coarse processes */
5401       Vec tvec;
5402 
5403       ierr = KSPGetRhs(pcbddc->coarse_ksp,&tvec);CHKERRQ(ierr);
5404       ierr = VecGetArray(to,&array);CHKERRQ(ierr);
5405       ierr = VecPlaceArray(tvec,array);CHKERRQ(ierr);
5406       ierr = VecRestoreArray(to,&array);CHKERRQ(ierr);
5407     }
5408   } else {
5409     if (pcbddc->coarse_ksp) { /* restore array of pcbddc->coarse_vec */
5410      ierr = VecResetArray(from);CHKERRQ(ierr);
5411     }
5412   }
5413   PetscFunctionReturn(0);
5414 }
5415 
5416 /* uncomment for testing purposes */
5417 /* #define PETSC_MISSING_LAPACK_GESVD 1 */
5418 PetscErrorCode PCBDDCConstraintsSetUp(PC pc)
5419 {
5420   PetscErrorCode    ierr;
5421   PC_IS*            pcis = (PC_IS*)(pc->data);
5422   PC_BDDC*          pcbddc = (PC_BDDC*)pc->data;
5423   Mat_IS*           matis = (Mat_IS*)pc->pmat->data;
5424   /* one and zero */
5425   PetscScalar       one=1.0,zero=0.0;
5426   /* space to store constraints and their local indices */
5427   PetscScalar       *constraints_data;
5428   PetscInt          *constraints_idxs,*constraints_idxs_B;
5429   PetscInt          *constraints_idxs_ptr,*constraints_data_ptr;
5430   PetscInt          *constraints_n;
5431   /* iterators */
5432   PetscInt          i,j,k,total_counts,total_counts_cc,cum;
5433   /* BLAS integers */
5434   PetscBLASInt      lwork,lierr;
5435   PetscBLASInt      Blas_N,Blas_M,Blas_K,Blas_one=1;
5436   PetscBLASInt      Blas_LDA,Blas_LDB,Blas_LDC;
5437   /* reuse */
5438   PetscInt          olocal_primal_size,olocal_primal_size_cc;
5439   PetscInt          *olocal_primal_ref_node,*olocal_primal_ref_mult;
5440   /* change of basis */
5441   PetscBool         qr_needed;
5442   PetscBT           change_basis,qr_needed_idx;
5443   /* auxiliary stuff */
5444   PetscInt          *nnz,*is_indices;
5445   PetscInt          ncc;
5446   /* some quantities */
5447   PetscInt          n_vertices,total_primal_vertices,valid_constraints;
5448   PetscInt          size_of_constraint,max_size_of_constraint=0,max_constraints,temp_constraints;
5449 
5450   PetscFunctionBegin;
5451   /* Destroy Mat objects computed previously */
5452   ierr = MatDestroy(&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
5453   ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
5454   ierr = MatDestroy(&pcbddc->switch_static_change);CHKERRQ(ierr);
5455   /* save info on constraints from previous setup (if any) */
5456   olocal_primal_size = pcbddc->local_primal_size;
5457   olocal_primal_size_cc = pcbddc->local_primal_size_cc;
5458   ierr = PetscMalloc2(olocal_primal_size_cc,&olocal_primal_ref_node,olocal_primal_size_cc,&olocal_primal_ref_mult);CHKERRQ(ierr);
5459   ierr = PetscMemcpy(olocal_primal_ref_node,pcbddc->local_primal_ref_node,olocal_primal_size_cc*sizeof(PetscInt));CHKERRQ(ierr);
5460   ierr = PetscMemcpy(olocal_primal_ref_mult,pcbddc->local_primal_ref_mult,olocal_primal_size_cc*sizeof(PetscInt));CHKERRQ(ierr);
5461   ierr = PetscFree2(pcbddc->local_primal_ref_node,pcbddc->local_primal_ref_mult);CHKERRQ(ierr);
5462   ierr = PetscFree(pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5463 
5464   if (!pcbddc->adaptive_selection) {
5465     IS           ISForVertices,*ISForFaces,*ISForEdges;
5466     MatNullSpace nearnullsp;
5467     const Vec    *nearnullvecs;
5468     Vec          *localnearnullsp;
5469     PetscScalar  *array;
5470     PetscInt     n_ISForFaces,n_ISForEdges,nnsp_size;
5471     PetscBool    nnsp_has_cnst;
5472     /* LAPACK working arrays for SVD or POD */
5473     PetscBool    skip_lapack,boolforchange;
5474     PetscScalar  *work;
5475     PetscReal    *singular_vals;
5476 #if defined(PETSC_USE_COMPLEX)
5477     PetscReal    *rwork;
5478 #endif
5479 #if defined(PETSC_MISSING_LAPACK_GESVD)
5480     PetscScalar  *temp_basis,*correlation_mat;
5481 #else
5482     PetscBLASInt dummy_int=1;
5483     PetscScalar  dummy_scalar=1.;
5484 #endif
5485 
5486     /* Get index sets for faces, edges and vertices from graph */
5487     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,&n_ISForFaces,&ISForFaces,&n_ISForEdges,&ISForEdges,&ISForVertices);CHKERRQ(ierr);
5488     /* print some info */
5489     if (pcbddc->dbg_flag && (!pcbddc->sub_schurs || pcbddc->sub_schurs_rebuild)) {
5490       PetscInt nv;
5491 
5492       ierr = PCBDDCGraphASCIIView(pcbddc->mat_graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
5493       ierr = ISGetSize(ISForVertices,&nv);CHKERRQ(ierr);
5494       ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5495       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
5496       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%d)\n",PetscGlobalRank,nv,pcbddc->use_vertices);CHKERRQ(ierr);
5497       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%d)\n",PetscGlobalRank,n_ISForEdges,pcbddc->use_edges);CHKERRQ(ierr);
5498       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%d)\n",PetscGlobalRank,n_ISForFaces,pcbddc->use_faces);CHKERRQ(ierr);
5499       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
5500       ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
5501     }
5502 
5503     /* free unneeded index sets */
5504     if (!pcbddc->use_vertices) {
5505       ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
5506     }
5507     if (!pcbddc->use_edges) {
5508       for (i=0;i<n_ISForEdges;i++) {
5509         ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
5510       }
5511       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
5512       n_ISForEdges = 0;
5513     }
5514     if (!pcbddc->use_faces) {
5515       for (i=0;i<n_ISForFaces;i++) {
5516         ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
5517       }
5518       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
5519       n_ISForFaces = 0;
5520     }
5521 
5522     /* check if near null space is attached to global mat */
5523     ierr = MatGetNearNullSpace(pc->pmat,&nearnullsp);CHKERRQ(ierr);
5524     if (nearnullsp) {
5525       ierr = MatNullSpaceGetVecs(nearnullsp,&nnsp_has_cnst,&nnsp_size,&nearnullvecs);CHKERRQ(ierr);
5526       /* remove any stored info */
5527       ierr = MatNullSpaceDestroy(&pcbddc->onearnullspace);CHKERRQ(ierr);
5528       ierr = PetscFree(pcbddc->onearnullvecs_state);CHKERRQ(ierr);
5529       /* store information for BDDC solver reuse */
5530       ierr = PetscObjectReference((PetscObject)nearnullsp);CHKERRQ(ierr);
5531       pcbddc->onearnullspace = nearnullsp;
5532       ierr = PetscMalloc1(nnsp_size,&pcbddc->onearnullvecs_state);CHKERRQ(ierr);
5533       for (i=0;i<nnsp_size;i++) {
5534         ierr = PetscObjectStateGet((PetscObject)nearnullvecs[i],&pcbddc->onearnullvecs_state[i]);CHKERRQ(ierr);
5535       }
5536     } else { /* if near null space is not provided BDDC uses constants by default */
5537       nnsp_size = 0;
5538       nnsp_has_cnst = PETSC_TRUE;
5539     }
5540     /* get max number of constraints on a single cc */
5541     max_constraints = nnsp_size;
5542     if (nnsp_has_cnst) max_constraints++;
5543 
5544     /*
5545          Evaluate maximum storage size needed by the procedure
5546          - Indices for connected component i stored at "constraints_idxs + constraints_idxs_ptr[i]"
5547          - Values for constraints on connected component i stored at "constraints_data + constraints_data_ptr[i]"
5548          There can be multiple constraints per connected component
5549                                                                                                                                                            */
5550     n_vertices = 0;
5551     if (ISForVertices) {
5552       ierr = ISGetSize(ISForVertices,&n_vertices);CHKERRQ(ierr);
5553     }
5554     ncc = n_vertices+n_ISForFaces+n_ISForEdges;
5555     ierr = PetscMalloc3(ncc+1,&constraints_idxs_ptr,ncc+1,&constraints_data_ptr,ncc,&constraints_n);CHKERRQ(ierr);
5556 
5557     total_counts = n_ISForFaces+n_ISForEdges;
5558     total_counts *= max_constraints;
5559     total_counts += n_vertices;
5560     ierr = PetscBTCreate(total_counts,&change_basis);CHKERRQ(ierr);
5561 
5562     total_counts = 0;
5563     max_size_of_constraint = 0;
5564     for (i=0;i<n_ISForEdges+n_ISForFaces;i++) {
5565       IS used_is;
5566       if (i<n_ISForEdges) {
5567         used_is = ISForEdges[i];
5568       } else {
5569         used_is = ISForFaces[i-n_ISForEdges];
5570       }
5571       ierr = ISGetSize(used_is,&j);CHKERRQ(ierr);
5572       total_counts += j;
5573       max_size_of_constraint = PetscMax(j,max_size_of_constraint);
5574     }
5575     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);
5576 
5577     /* get local part of global near null space vectors */
5578     ierr = PetscMalloc1(nnsp_size,&localnearnullsp);CHKERRQ(ierr);
5579     for (k=0;k<nnsp_size;k++) {
5580       ierr = VecDuplicate(pcis->vec1_N,&localnearnullsp[k]);CHKERRQ(ierr);
5581       ierr = VecScatterBegin(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5582       ierr = VecScatterEnd(matis->rctx,nearnullvecs[k],localnearnullsp[k],INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
5583     }
5584 
5585     /* whether or not to skip lapack calls */
5586     skip_lapack = PETSC_TRUE;
5587     if (n_ISForFaces+n_ISForEdges && max_constraints > 1 && !pcbddc->use_nnsp_true) skip_lapack = PETSC_FALSE;
5588 
5589     /* First we issue queries to allocate optimal workspace for LAPACKgesvd (or LAPACKsyev if SVD is missing) */
5590     if (!skip_lapack) {
5591       PetscScalar temp_work;
5592 
5593 #if defined(PETSC_MISSING_LAPACK_GESVD)
5594       /* Proper Orthogonal Decomposition (POD) using the snapshot method */
5595       ierr = PetscMalloc1(max_constraints*max_constraints,&correlation_mat);CHKERRQ(ierr);
5596       ierr = PetscMalloc1(max_constraints,&singular_vals);CHKERRQ(ierr);
5597       ierr = PetscMalloc1(max_size_of_constraint*max_constraints,&temp_basis);CHKERRQ(ierr);
5598 #if defined(PETSC_USE_COMPLEX)
5599       ierr = PetscMalloc1(3*max_constraints,&rwork);CHKERRQ(ierr);
5600 #endif
5601       /* now we evaluate the optimal workspace using query with lwork=-1 */
5602       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
5603       ierr = PetscBLASIntCast(max_constraints,&Blas_LDA);CHKERRQ(ierr);
5604       lwork = -1;
5605       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5606 #if !defined(PETSC_USE_COMPLEX)
5607       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,&lierr));
5608 #else
5609       PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,&temp_work,&lwork,rwork,&lierr));
5610 #endif
5611       ierr = PetscFPTrapPop();CHKERRQ(ierr);
5612       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to SYEV Lapack routine %d",(int)lierr);
5613 #else /* on missing GESVD */
5614       /* SVD */
5615       PetscInt max_n,min_n;
5616       max_n = max_size_of_constraint;
5617       min_n = max_constraints;
5618       if (max_size_of_constraint < max_constraints) {
5619         min_n = max_size_of_constraint;
5620         max_n = max_constraints;
5621       }
5622       ierr = PetscMalloc1(min_n,&singular_vals);CHKERRQ(ierr);
5623 #if defined(PETSC_USE_COMPLEX)
5624       ierr = PetscMalloc1(5*min_n,&rwork);CHKERRQ(ierr);
5625 #endif
5626       /* now we evaluate the optimal workspace using query with lwork=-1 */
5627       lwork = -1;
5628       ierr = PetscBLASIntCast(max_n,&Blas_M);CHKERRQ(ierr);
5629       ierr = PetscBLASIntCast(min_n,&Blas_N);CHKERRQ(ierr);
5630       ierr = PetscBLASIntCast(max_n,&Blas_LDA);CHKERRQ(ierr);
5631       ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5632 #if !defined(PETSC_USE_COMPLEX)
5633       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));
5634 #else
5635       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));
5636 #endif
5637       ierr = PetscFPTrapPop();CHKERRQ(ierr);
5638       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GESVD Lapack routine %d",(int)lierr);
5639 #endif /* on missing GESVD */
5640       /* Allocate optimal workspace */
5641       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(temp_work),&lwork);CHKERRQ(ierr);
5642       ierr = PetscMalloc1(lwork,&work);CHKERRQ(ierr);
5643     }
5644     /* Now we can loop on constraining sets */
5645     total_counts = 0;
5646     constraints_idxs_ptr[0] = 0;
5647     constraints_data_ptr[0] = 0;
5648     /* vertices */
5649     if (n_vertices) {
5650       ierr = ISGetIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5651       ierr = PetscMemcpy(constraints_idxs,is_indices,n_vertices*sizeof(PetscInt));CHKERRQ(ierr);
5652       for (i=0;i<n_vertices;i++) {
5653         constraints_n[total_counts] = 1;
5654         constraints_data[total_counts] = 1.0;
5655         constraints_idxs_ptr[total_counts+1] = constraints_idxs_ptr[total_counts]+1;
5656         constraints_data_ptr[total_counts+1] = constraints_data_ptr[total_counts]+1;
5657         total_counts++;
5658       }
5659       ierr = ISRestoreIndices(ISForVertices,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5660       n_vertices = total_counts;
5661     }
5662 
5663     /* edges and faces */
5664     total_counts_cc = total_counts;
5665     for (ncc=0;ncc<n_ISForEdges+n_ISForFaces;ncc++) {
5666       IS        used_is;
5667       PetscBool idxs_copied = PETSC_FALSE;
5668 
5669       if (ncc<n_ISForEdges) {
5670         used_is = ISForEdges[ncc];
5671         boolforchange = pcbddc->use_change_of_basis; /* change or not the basis on the edge */
5672       } else {
5673         used_is = ISForFaces[ncc-n_ISForEdges];
5674         boolforchange = (PetscBool)(pcbddc->use_change_of_basis && pcbddc->use_change_on_faces); /* change or not the basis on the face */
5675       }
5676       temp_constraints = 0;          /* zero the number of constraints I have on this conn comp */
5677 
5678       ierr = ISGetSize(used_is,&size_of_constraint);CHKERRQ(ierr);
5679       ierr = ISGetIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5680       /* change of basis should not be performed on local periodic nodes */
5681       if (pcbddc->mat_graph->mirrors && pcbddc->mat_graph->mirrors[is_indices[0]]) boolforchange = PETSC_FALSE;
5682       if (nnsp_has_cnst) {
5683         PetscScalar quad_value;
5684 
5685         ierr = PetscMemcpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint*sizeof(PetscInt));CHKERRQ(ierr);
5686         idxs_copied = PETSC_TRUE;
5687 
5688         if (!pcbddc->use_nnsp_true) {
5689           quad_value = (PetscScalar)(1.0/PetscSqrtReal((PetscReal)size_of_constraint));
5690         } else {
5691           quad_value = 1.0;
5692         }
5693         for (j=0;j<size_of_constraint;j++) {
5694           constraints_data[constraints_data_ptr[total_counts_cc]+j] = quad_value;
5695         }
5696         temp_constraints++;
5697         total_counts++;
5698       }
5699       for (k=0;k<nnsp_size;k++) {
5700         PetscReal real_value;
5701         PetscScalar *ptr_to_data;
5702 
5703         ierr = VecGetArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
5704         ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]+temp_constraints*size_of_constraint];
5705         for (j=0;j<size_of_constraint;j++) {
5706           ptr_to_data[j] = array[is_indices[j]];
5707         }
5708         ierr = VecRestoreArrayRead(localnearnullsp[k],(const PetscScalar**)&array);CHKERRQ(ierr);
5709         /* check if array is null on the connected component */
5710         ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5711         PetscStackCallBLAS("BLASasum",real_value = BLASasum_(&Blas_N,ptr_to_data,&Blas_one));
5712         if (real_value > 0.0) { /* keep indices and values */
5713           temp_constraints++;
5714           total_counts++;
5715           if (!idxs_copied) {
5716             ierr = PetscMemcpy(constraints_idxs + constraints_idxs_ptr[total_counts_cc],is_indices,size_of_constraint*sizeof(PetscInt));CHKERRQ(ierr);
5717             idxs_copied = PETSC_TRUE;
5718           }
5719         }
5720       }
5721       ierr = ISRestoreIndices(used_is,(const PetscInt**)&is_indices);CHKERRQ(ierr);
5722       valid_constraints = temp_constraints;
5723       if (!pcbddc->use_nnsp_true && temp_constraints) {
5724         if (temp_constraints == 1) { /* just normalize the constraint */
5725           PetscScalar norm,*ptr_to_data;
5726 
5727           ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
5728           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5729           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,ptr_to_data,&Blas_one,ptr_to_data,&Blas_one));
5730           norm = 1.0/PetscSqrtReal(PetscRealPart(norm));
5731           PetscStackCallBLAS("BLASscal",BLASscal_(&Blas_N,&norm,ptr_to_data,&Blas_one));
5732         } else { /* perform SVD */
5733           PetscReal   tol = 1.0e-8; /* tolerance for retaining eigenmodes */
5734           PetscScalar *ptr_to_data = &constraints_data[constraints_data_ptr[total_counts_cc]];
5735 
5736 #if defined(PETSC_MISSING_LAPACK_GESVD)
5737           /* SVD: Y = U*S*V^H                -> U (eigenvectors of Y*Y^H) = Y*V*(S)^\dag
5738              POD: Y^H*Y = V*D*V^H, D = S^H*S -> U = Y*V*D^(-1/2)
5739              -> When PETSC_USE_COMPLEX and PETSC_MISSING_LAPACK_GESVD are defined
5740                 the constraints basis will differ (by a complex factor with absolute value equal to 1)
5741                 from that computed using LAPACKgesvd
5742              -> This is due to a different computation of eigenvectors in LAPACKheev
5743              -> The quality of the POD-computed basis will be the same */
5744           ierr = PetscMemzero(correlation_mat,temp_constraints*temp_constraints*sizeof(PetscScalar));CHKERRQ(ierr);
5745           /* Store upper triangular part of correlation matrix */
5746           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
5747           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5748           for (j=0;j<temp_constraints;j++) {
5749             for (k=0;k<j+1;k++) {
5750               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));
5751             }
5752           }
5753           /* compute eigenvalues and eigenvectors of correlation matrix */
5754           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5755           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDA);CHKERRQ(ierr);
5756 #if !defined(PETSC_USE_COMPLEX)
5757           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,&lierr));
5758 #else
5759           PetscStackCallBLAS("LAPACKsyev",LAPACKsyev_("V","U",&Blas_N,correlation_mat,&Blas_LDA,singular_vals,work,&lwork,rwork,&lierr));
5760 #endif
5761           ierr = PetscFPTrapPop();CHKERRQ(ierr);
5762           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in SYEV Lapack routine %d",(int)lierr);
5763           /* retain eigenvalues greater than tol: note that LAPACKsyev gives eigs in ascending order */
5764           j = 0;
5765           while (j < temp_constraints && singular_vals[j] < tol) j++;
5766           total_counts = total_counts-j;
5767           valid_constraints = temp_constraints-j;
5768           /* scale and copy POD basis into used quadrature memory */
5769           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
5770           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5771           ierr = PetscBLASIntCast(temp_constraints,&Blas_K);CHKERRQ(ierr);
5772           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
5773           ierr = PetscBLASIntCast(temp_constraints,&Blas_LDB);CHKERRQ(ierr);
5774           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
5775           if (j<temp_constraints) {
5776             PetscInt ii;
5777             for (k=j;k<temp_constraints;k++) singular_vals[k] = 1.0/PetscSqrtReal(singular_vals[k]);
5778             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5779             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));
5780             ierr = PetscFPTrapPop();CHKERRQ(ierr);
5781             for (k=0;k<temp_constraints-j;k++) {
5782               for (ii=0;ii<size_of_constraint;ii++) {
5783                 ptr_to_data[k*size_of_constraint+ii] = singular_vals[temp_constraints-1-k]*temp_basis[(temp_constraints-1-k)*size_of_constraint+ii];
5784               }
5785             }
5786           }
5787 #else  /* on missing GESVD */
5788           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
5789           ierr = PetscBLASIntCast(temp_constraints,&Blas_N);CHKERRQ(ierr);
5790           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
5791           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
5792 #if !defined(PETSC_USE_COMPLEX)
5793           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));
5794 #else
5795           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));
5796 #endif
5797           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GESVD Lapack routine %d",(int)lierr);
5798           ierr = PetscFPTrapPop();CHKERRQ(ierr);
5799           /* retain eigenvalues greater than tol: note that LAPACKgesvd gives eigs in descending order */
5800           k = temp_constraints;
5801           if (k > size_of_constraint) k = size_of_constraint;
5802           j = 0;
5803           while (j < k && singular_vals[k-j-1] < tol) j++;
5804           valid_constraints = k-j;
5805           total_counts = total_counts-temp_constraints+valid_constraints;
5806 #endif /* on missing GESVD */
5807         }
5808       }
5809       /* update pointers information */
5810       if (valid_constraints) {
5811         constraints_n[total_counts_cc] = valid_constraints;
5812         constraints_idxs_ptr[total_counts_cc+1] = constraints_idxs_ptr[total_counts_cc]+size_of_constraint;
5813         constraints_data_ptr[total_counts_cc+1] = constraints_data_ptr[total_counts_cc]+size_of_constraint*valid_constraints;
5814         /* set change_of_basis flag */
5815         if (boolforchange) {
5816           PetscBTSet(change_basis,total_counts_cc);
5817         }
5818         total_counts_cc++;
5819       }
5820     }
5821     /* free workspace */
5822     if (!skip_lapack) {
5823       ierr = PetscFree(work);CHKERRQ(ierr);
5824 #if defined(PETSC_USE_COMPLEX)
5825       ierr = PetscFree(rwork);CHKERRQ(ierr);
5826 #endif
5827       ierr = PetscFree(singular_vals);CHKERRQ(ierr);
5828 #if defined(PETSC_MISSING_LAPACK_GESVD)
5829       ierr = PetscFree(correlation_mat);CHKERRQ(ierr);
5830       ierr = PetscFree(temp_basis);CHKERRQ(ierr);
5831 #endif
5832     }
5833     for (k=0;k<nnsp_size;k++) {
5834       ierr = VecDestroy(&localnearnullsp[k]);CHKERRQ(ierr);
5835     }
5836     ierr = PetscFree(localnearnullsp);CHKERRQ(ierr);
5837     /* free index sets of faces, edges and vertices */
5838     for (i=0;i<n_ISForFaces;i++) {
5839       ierr = ISDestroy(&ISForFaces[i]);CHKERRQ(ierr);
5840     }
5841     if (n_ISForFaces) {
5842       ierr = PetscFree(ISForFaces);CHKERRQ(ierr);
5843     }
5844     for (i=0;i<n_ISForEdges;i++) {
5845       ierr = ISDestroy(&ISForEdges[i]);CHKERRQ(ierr);
5846     }
5847     if (n_ISForEdges) {
5848       ierr = PetscFree(ISForEdges);CHKERRQ(ierr);
5849     }
5850     ierr = ISDestroy(&ISForVertices);CHKERRQ(ierr);
5851   } else {
5852     PCBDDCSubSchurs sub_schurs = pcbddc->sub_schurs;
5853 
5854     total_counts = 0;
5855     n_vertices = 0;
5856     if (sub_schurs->is_vertices && pcbddc->use_vertices) {
5857       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
5858     }
5859     max_constraints = 0;
5860     total_counts_cc = 0;
5861     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
5862       total_counts += pcbddc->adaptive_constraints_n[i];
5863       if (pcbddc->adaptive_constraints_n[i]) total_counts_cc++;
5864       max_constraints = PetscMax(max_constraints,pcbddc->adaptive_constraints_n[i]);
5865     }
5866     constraints_idxs_ptr = pcbddc->adaptive_constraints_idxs_ptr;
5867     constraints_data_ptr = pcbddc->adaptive_constraints_data_ptr;
5868     constraints_idxs = pcbddc->adaptive_constraints_idxs;
5869     constraints_data = pcbddc->adaptive_constraints_data;
5870     /* constraints_n differs from pcbddc->adaptive_constraints_n */
5871     ierr = PetscMalloc1(total_counts_cc,&constraints_n);CHKERRQ(ierr);
5872     total_counts_cc = 0;
5873     for (i=0;i<sub_schurs->n_subs+n_vertices;i++) {
5874       if (pcbddc->adaptive_constraints_n[i]) {
5875         constraints_n[total_counts_cc++] = pcbddc->adaptive_constraints_n[i];
5876       }
5877     }
5878 #if 0
5879     printf("Found %d totals (%d)\n",total_counts_cc,total_counts);
5880     for (i=0;i<total_counts_cc;i++) {
5881       printf("const %d, start %d",i,constraints_idxs_ptr[i]);
5882       printf(" end %d:\n",constraints_idxs_ptr[i+1]);
5883       for (j=constraints_idxs_ptr[i];j<constraints_idxs_ptr[i+1];j++) {
5884         printf(" %d",constraints_idxs[j]);
5885       }
5886       printf("\n");
5887       printf("number of cc: %d\n",constraints_n[i]);
5888     }
5889     for (i=0;i<n_vertices;i++) {
5890       PetscPrintf(PETSC_COMM_SELF,"[%d] vertex %d, n %d\n",PetscGlobalRank,i,pcbddc->adaptive_constraints_n[i]);
5891     }
5892     for (i=0;i<sub_schurs->n_subs;i++) {
5893       PetscPrintf(PETSC_COMM_SELF,"[%d] sub %d, edge %d, n %d\n",PetscGlobalRank,i,(PetscBool)PetscBTLookup(sub_schurs->is_edge,i),pcbddc->adaptive_constraints_n[i+n_vertices]);
5894     }
5895 #endif
5896 
5897     max_size_of_constraint = 0;
5898     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]);
5899     ierr = PetscMalloc1(constraints_idxs_ptr[total_counts_cc],&constraints_idxs_B);CHKERRQ(ierr);
5900     /* Change of basis */
5901     ierr = PetscBTCreate(total_counts_cc,&change_basis);CHKERRQ(ierr);
5902     if (pcbddc->use_change_of_basis) {
5903       for (i=0;i<sub_schurs->n_subs;i++) {
5904         if (PetscBTLookup(sub_schurs->is_edge,i) || pcbddc->use_change_on_faces) {
5905           ierr = PetscBTSet(change_basis,i+n_vertices);CHKERRQ(ierr);
5906         }
5907       }
5908     }
5909   }
5910   pcbddc->local_primal_size = total_counts;
5911   ierr = PetscMalloc1(pcbddc->local_primal_size+pcbddc->benign_n,&pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5912 
5913   /* map constraints_idxs in boundary numbering */
5914   ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,constraints_idxs_ptr[total_counts_cc],constraints_idxs,&i,constraints_idxs_B);CHKERRQ(ierr);
5915   if (i != constraints_idxs_ptr[total_counts_cc]) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in boundary numbering for constraints indices %D != %D\n",constraints_idxs_ptr[total_counts_cc],i);
5916 
5917   /* Create constraint matrix */
5918   ierr = MatCreate(PETSC_COMM_SELF,&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
5919   ierr = MatSetType(pcbddc->ConstraintMatrix,MATAIJ);CHKERRQ(ierr);
5920   ierr = MatSetSizes(pcbddc->ConstraintMatrix,pcbddc->local_primal_size,pcis->n,pcbddc->local_primal_size,pcis->n);CHKERRQ(ierr);
5921 
5922   /* find primal_dofs: subdomain corners plus dofs selected as primal after change of basis */
5923   /* determine if a QR strategy is needed for change of basis */
5924   qr_needed = PETSC_FALSE;
5925   ierr = PetscBTCreate(total_counts_cc,&qr_needed_idx);CHKERRQ(ierr);
5926   total_primal_vertices=0;
5927   pcbddc->local_primal_size_cc = 0;
5928   for (i=0;i<total_counts_cc;i++) {
5929     size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5930     if (size_of_constraint == 1 && pcbddc->mat_graph->custom_minimal_size) {
5931       pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]];
5932       pcbddc->local_primal_size_cc += 1;
5933     } else if (PetscBTLookup(change_basis,i)) {
5934       for (k=0;k<constraints_n[i];k++) {
5935         pcbddc->primal_indices_local_idxs[total_primal_vertices++] = constraints_idxs[constraints_idxs_ptr[i]+k];
5936       }
5937       pcbddc->local_primal_size_cc += constraints_n[i];
5938       if (constraints_n[i] > 1 || pcbddc->use_qr_single) {
5939         PetscBTSet(qr_needed_idx,i);
5940         qr_needed = PETSC_TRUE;
5941       }
5942     } else {
5943       pcbddc->local_primal_size_cc += 1;
5944     }
5945   }
5946   /* note that the local variable n_vertices used below stores the number of pointwise constraints */
5947   pcbddc->n_vertices = total_primal_vertices;
5948   /* permute indices in order to have a sorted set of vertices */
5949   ierr = PetscSortInt(total_primal_vertices,pcbddc->primal_indices_local_idxs);CHKERRQ(ierr);
5950   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);
5951   ierr = PetscMemcpy(pcbddc->local_primal_ref_node,pcbddc->primal_indices_local_idxs,total_primal_vertices*sizeof(PetscInt));CHKERRQ(ierr);
5952   for (i=0;i<total_primal_vertices;i++) pcbddc->local_primal_ref_mult[i] = 1;
5953 
5954   /* nonzero structure of constraint matrix */
5955   /* and get reference dof for local constraints */
5956   ierr = PetscMalloc1(pcbddc->local_primal_size,&nnz);CHKERRQ(ierr);
5957   for (i=0;i<total_primal_vertices;i++) nnz[i] = 1;
5958 
5959   j = total_primal_vertices;
5960   total_counts = total_primal_vertices;
5961   cum = total_primal_vertices;
5962   for (i=n_vertices;i<total_counts_cc;i++) {
5963     if (!PetscBTLookup(change_basis,i)) {
5964       pcbddc->local_primal_ref_node[cum] = constraints_idxs[constraints_idxs_ptr[i]];
5965       pcbddc->local_primal_ref_mult[cum] = constraints_n[i];
5966       cum++;
5967       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5968       for (k=0;k<constraints_n[i];k++) {
5969         pcbddc->primal_indices_local_idxs[total_counts++] = constraints_idxs[constraints_idxs_ptr[i]+k];
5970         nnz[j+k] = size_of_constraint;
5971       }
5972       j += constraints_n[i];
5973     }
5974   }
5975   ierr = MatSeqAIJSetPreallocation(pcbddc->ConstraintMatrix,0,nnz);CHKERRQ(ierr);
5976   ierr = PetscFree(nnz);CHKERRQ(ierr);
5977 
5978   /* set values in constraint matrix */
5979   for (i=0;i<total_primal_vertices;i++) {
5980     ierr = MatSetValue(pcbddc->ConstraintMatrix,i,pcbddc->local_primal_ref_node[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
5981   }
5982   total_counts = total_primal_vertices;
5983   for (i=n_vertices;i<total_counts_cc;i++) {
5984     if (!PetscBTLookup(change_basis,i)) {
5985       PetscInt *cols;
5986 
5987       size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
5988       cols = constraints_idxs+constraints_idxs_ptr[i];
5989       for (k=0;k<constraints_n[i];k++) {
5990         PetscInt    row = total_counts+k;
5991         PetscScalar *vals;
5992 
5993         vals = constraints_data+constraints_data_ptr[i]+k*size_of_constraint;
5994         ierr = MatSetValues(pcbddc->ConstraintMatrix,1,&row,size_of_constraint,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
5995       }
5996       total_counts += constraints_n[i];
5997     }
5998   }
5999   /* assembling */
6000   ierr = MatAssemblyBegin(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6001   ierr = MatAssemblyEnd(pcbddc->ConstraintMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6002 
6003   /*
6004   ierr = PetscViewerPushFormat(PETSC_VIEWER_STDOUT_SELF,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
6005   ierr = MatView(pcbddc->ConstraintMatrix,(PetscViewer)0);CHKERRQ(ierr);
6006   ierr = PetscViewerPopFormat(PETSC_VIEWER_STDOUT_SELF);CHKERRQ(ierr);
6007   */
6008   /* Create matrix for change of basis. We don't need it in case pcbddc->use_change_of_basis is FALSE */
6009   if (pcbddc->use_change_of_basis) {
6010     /* dual and primal dofs on a single cc */
6011     PetscInt     dual_dofs,primal_dofs;
6012     /* working stuff for GEQRF */
6013     PetscScalar  *qr_basis,*qr_tau = NULL,*qr_work,lqr_work_t;
6014     PetscBLASInt lqr_work;
6015     /* working stuff for UNGQR */
6016     PetscScalar  *gqr_work,lgqr_work_t;
6017     PetscBLASInt lgqr_work;
6018     /* working stuff for TRTRS */
6019     PetscScalar  *trs_rhs;
6020     PetscBLASInt Blas_NRHS;
6021     /* pointers for values insertion into change of basis matrix */
6022     PetscInt     *start_rows,*start_cols;
6023     PetscScalar  *start_vals;
6024     /* working stuff for values insertion */
6025     PetscBT      is_primal;
6026     PetscInt     *aux_primal_numbering_B;
6027     /* matrix sizes */
6028     PetscInt     global_size,local_size;
6029     /* temporary change of basis */
6030     Mat          localChangeOfBasisMatrix;
6031     /* extra space for debugging */
6032     PetscScalar  *dbg_work;
6033 
6034     /* local temporary change of basis acts on local interfaces -> dimension is n_B x n_B */
6035     ierr = MatCreate(PETSC_COMM_SELF,&localChangeOfBasisMatrix);CHKERRQ(ierr);
6036     ierr = MatSetType(localChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6037     ierr = MatSetSizes(localChangeOfBasisMatrix,pcis->n,pcis->n,pcis->n,pcis->n);CHKERRQ(ierr);
6038     /* nonzeros for local mat */
6039     ierr = PetscMalloc1(pcis->n,&nnz);CHKERRQ(ierr);
6040     if (!pcbddc->benign_change || pcbddc->fake_change) {
6041       for (i=0;i<pcis->n;i++) nnz[i]=1;
6042     } else {
6043       const PetscInt *ii;
6044       PetscInt       n;
6045       PetscBool      flg_row;
6046       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6047       for (i=0;i<n;i++) nnz[i] = ii[i+1]-ii[i];
6048       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,NULL,&flg_row);CHKERRQ(ierr);
6049     }
6050     for (i=n_vertices;i<total_counts_cc;i++) {
6051       if (PetscBTLookup(change_basis,i)) {
6052         size_of_constraint = constraints_idxs_ptr[i+1]-constraints_idxs_ptr[i];
6053         if (PetscBTLookup(qr_needed_idx,i)) {
6054           for (j=0;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = size_of_constraint;
6055         } else {
6056           nnz[constraints_idxs[constraints_idxs_ptr[i]]] = size_of_constraint;
6057           for (j=1;j<size_of_constraint;j++) nnz[constraints_idxs[constraints_idxs_ptr[i]+j]] = 2;
6058         }
6059       }
6060     }
6061     ierr = MatSeqAIJSetPreallocation(localChangeOfBasisMatrix,0,nnz);CHKERRQ(ierr);
6062     ierr = PetscFree(nnz);CHKERRQ(ierr);
6063     /* Set interior change in the matrix */
6064     if (!pcbddc->benign_change || pcbddc->fake_change) {
6065       for (i=0;i<pcis->n;i++) {
6066         ierr = MatSetValue(localChangeOfBasisMatrix,i,i,1.0,INSERT_VALUES);CHKERRQ(ierr);
6067       }
6068     } else {
6069       const PetscInt *ii,*jj;
6070       PetscScalar    *aa;
6071       PetscInt       n;
6072       PetscBool      flg_row;
6073       ierr = MatGetRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6074       ierr = MatSeqAIJGetArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6075       for (i=0;i<n;i++) {
6076         ierr = MatSetValues(localChangeOfBasisMatrix,1,&i,ii[i+1]-ii[i],jj+ii[i],aa+ii[i],INSERT_VALUES);CHKERRQ(ierr);
6077       }
6078       ierr = MatSeqAIJRestoreArray(pcbddc->benign_change,&aa);CHKERRQ(ierr);
6079       ierr = MatRestoreRowIJ(pcbddc->benign_change,0,PETSC_FALSE,PETSC_FALSE,&n,&ii,&jj,&flg_row);CHKERRQ(ierr);
6080     }
6081 
6082     if (pcbddc->dbg_flag) {
6083       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
6084       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Checking change of basis computation for subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
6085     }
6086 
6087 
6088     /* Now we loop on the constraints which need a change of basis */
6089     /*
6090        Change of basis matrix is evaluated similarly to the FIRST APPROACH in
6091        Klawonn and Widlund, Dual-primal FETI-DP methods for linear elasticity, (see Sect 6.2.1)
6092 
6093        Basic blocks of change of basis matrix T computed by
6094 
6095           - Using the following block transformation if there is only a primal dof on the cc (and -pc_bddc_use_qr_single is not specified)
6096 
6097             | 1        0   ...        0         s_1/S |
6098             | 0        1   ...        0         s_2/S |
6099             |              ...                        |
6100             | 0        ...            1     s_{n-1}/S |
6101             | -s_1/s_n ...    -s_{n-1}/s_n      s_n/S |
6102 
6103             with S = \sum_{i=1}^n s_i^2
6104             NOTE: in the above example, the primal dof is the last one of the edge in LOCAL ordering
6105                   in the current implementation, the primal dof is the first one of the edge in GLOBAL ordering
6106 
6107           - QR decomposition of constraints otherwise
6108     */
6109     if (qr_needed) {
6110       /* space to store Q */
6111       ierr = PetscMalloc1(max_size_of_constraint*max_size_of_constraint,&qr_basis);CHKERRQ(ierr);
6112       /* array to store scaling factors for reflectors */
6113       ierr = PetscMalloc1(max_constraints,&qr_tau);CHKERRQ(ierr);
6114       /* first we issue queries for optimal work */
6115       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6116       ierr = PetscBLASIntCast(max_constraints,&Blas_N);CHKERRQ(ierr);
6117       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6118       lqr_work = -1;
6119       PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,&lqr_work_t,&lqr_work,&lierr));
6120       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to GEQRF Lapack routine %d",(int)lierr);
6121       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lqr_work_t),&lqr_work);CHKERRQ(ierr);
6122       ierr = PetscMalloc1((PetscInt)PetscRealPart(lqr_work_t),&qr_work);CHKERRQ(ierr);
6123       lgqr_work = -1;
6124       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_M);CHKERRQ(ierr);
6125       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_N);CHKERRQ(ierr);
6126       ierr = PetscBLASIntCast(max_constraints,&Blas_K);CHKERRQ(ierr);
6127       ierr = PetscBLASIntCast(max_size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6128       if (Blas_K>Blas_M) Blas_K=Blas_M; /* adjust just for computing optimal work */
6129       PetscStackCallBLAS("LAPACKorgqr",LAPACKorgqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,&lgqr_work_t,&lgqr_work,&lierr));
6130       if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in query to ORGQR/UNGQR Lapack routine %d",(int)lierr);
6131       ierr = PetscBLASIntCast((PetscInt)PetscRealPart(lgqr_work_t),&lgqr_work);CHKERRQ(ierr);
6132       ierr = PetscMalloc1((PetscInt)PetscRealPart(lgqr_work_t),&gqr_work);CHKERRQ(ierr);
6133       /* array to store rhs and solution of triangular solver */
6134       ierr = PetscMalloc1(max_constraints*max_constraints,&trs_rhs);CHKERRQ(ierr);
6135       /* allocating workspace for check */
6136       if (pcbddc->dbg_flag) {
6137         ierr = PetscMalloc1(max_size_of_constraint*(max_constraints+max_size_of_constraint),&dbg_work);CHKERRQ(ierr);
6138       }
6139     }
6140     /* array to store whether a node is primal or not */
6141     ierr = PetscBTCreate(pcis->n_B,&is_primal);CHKERRQ(ierr);
6142     ierr = PetscMalloc1(total_primal_vertices,&aux_primal_numbering_B);CHKERRQ(ierr);
6143     ierr = ISGlobalToLocalMappingApply(pcis->BtoNmap,IS_GTOLM_DROP,total_primal_vertices,pcbddc->local_primal_ref_node,&i,aux_primal_numbering_B);CHKERRQ(ierr);
6144     if (i != total_primal_vertices) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Error in boundary numbering for BDDC vertices! %D != %D\n",total_primal_vertices,i);
6145     for (i=0;i<total_primal_vertices;i++) {
6146       ierr = PetscBTSet(is_primal,aux_primal_numbering_B[i]);CHKERRQ(ierr);
6147     }
6148     ierr = PetscFree(aux_primal_numbering_B);CHKERRQ(ierr);
6149 
6150     /* loop on constraints and see whether or not they need a change of basis and compute it */
6151     for (total_counts=n_vertices;total_counts<total_counts_cc;total_counts++) {
6152       size_of_constraint = constraints_idxs_ptr[total_counts+1]-constraints_idxs_ptr[total_counts];
6153       if (PetscBTLookup(change_basis,total_counts)) {
6154         /* get constraint info */
6155         primal_dofs = constraints_n[total_counts];
6156         dual_dofs = size_of_constraint-primal_dofs;
6157 
6158         if (pcbddc->dbg_flag) {
6159           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);
6160         }
6161 
6162         if (PetscBTLookup(qr_needed_idx,total_counts)) { /* QR */
6163 
6164           /* copy quadrature constraints for change of basis check */
6165           if (pcbddc->dbg_flag) {
6166             ierr = PetscMemcpy(dbg_work,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6167           }
6168           /* copy temporary constraints into larger work vector (in order to store all columns of Q) */
6169           ierr = PetscMemcpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6170 
6171           /* compute QR decomposition of constraints */
6172           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6173           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6174           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6175           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6176           PetscStackCallBLAS("LAPACKgeqrf",LAPACKgeqrf_(&Blas_M,&Blas_N,qr_basis,&Blas_LDA,qr_tau,qr_work,&lqr_work,&lierr));
6177           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in GEQRF Lapack routine %d",(int)lierr);
6178           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6179 
6180           /* explictly compute R^-T */
6181           ierr = PetscMemzero(trs_rhs,primal_dofs*primal_dofs*sizeof(*trs_rhs));CHKERRQ(ierr);
6182           for (j=0;j<primal_dofs;j++) trs_rhs[j*(primal_dofs+1)] = 1.0;
6183           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6184           ierr = PetscBLASIntCast(primal_dofs,&Blas_NRHS);CHKERRQ(ierr);
6185           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6186           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6187           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6188           PetscStackCallBLAS("LAPACKtrtrs",LAPACKtrtrs_("U","T","N",&Blas_N,&Blas_NRHS,qr_basis,&Blas_LDA,trs_rhs,&Blas_LDB,&lierr));
6189           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in TRTRS Lapack routine %d",(int)lierr);
6190           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6191 
6192           /* explicitly compute all columns of Q (Q = [Q1 | Q2] ) overwriting QR factorization in qr_basis */
6193           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6194           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6195           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6196           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6197           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6198           PetscStackCallBLAS("LAPACKorgqr",LAPACKorgqr_(&Blas_M,&Blas_N,&Blas_K,qr_basis,&Blas_LDA,qr_tau,gqr_work,&lgqr_work,&lierr));
6199           if (lierr) SETERRQ1(PETSC_COMM_SELF,PETSC_ERR_LIB,"Error in ORGQR/UNGQR Lapack routine %d",(int)lierr);
6200           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6201 
6202           /* first primal_dofs columns of Q need to be re-scaled in order to be unitary w.r.t constraints
6203              i.e. C_{pxn}*Q_{nxn} should be equal to [I_pxp | 0_pxd] (see check below)
6204              where n=size_of_constraint, p=primal_dofs, d=dual_dofs (n=p+d), I and 0 identity and null matrix resp. */
6205           ierr = PetscBLASIntCast(size_of_constraint,&Blas_M);CHKERRQ(ierr);
6206           ierr = PetscBLASIntCast(primal_dofs,&Blas_N);CHKERRQ(ierr);
6207           ierr = PetscBLASIntCast(primal_dofs,&Blas_K);CHKERRQ(ierr);
6208           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6209           ierr = PetscBLASIntCast(primal_dofs,&Blas_LDB);CHKERRQ(ierr);
6210           ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDC);CHKERRQ(ierr);
6211           ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6212           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));
6213           ierr = PetscFPTrapPop();CHKERRQ(ierr);
6214           ierr = PetscMemcpy(qr_basis,&constraints_data[constraints_data_ptr[total_counts]],size_of_constraint*primal_dofs*sizeof(PetscScalar));CHKERRQ(ierr);
6215 
6216           /* insert values in change of basis matrix respecting global ordering of new primal dofs */
6217           start_rows = &constraints_idxs[constraints_idxs_ptr[total_counts]];
6218           /* insert cols for primal dofs */
6219           for (j=0;j<primal_dofs;j++) {
6220             start_vals = &qr_basis[j*size_of_constraint];
6221             start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6222             ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6223           }
6224           /* insert cols for dual dofs */
6225           for (j=0,k=0;j<dual_dofs;k++) {
6226             if (!PetscBTLookup(is_primal,constraints_idxs_B[constraints_idxs_ptr[total_counts]+k])) {
6227               start_vals = &qr_basis[(primal_dofs+j)*size_of_constraint];
6228               start_cols = &constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6229               ierr = MatSetValues(localChangeOfBasisMatrix,size_of_constraint,start_rows,1,start_cols,start_vals,INSERT_VALUES);CHKERRQ(ierr);
6230               j++;
6231             }
6232           }
6233 
6234           /* check change of basis */
6235           if (pcbddc->dbg_flag) {
6236             PetscInt   ii,jj;
6237             PetscBool valid_qr=PETSC_TRUE;
6238             ierr = PetscBLASIntCast(primal_dofs,&Blas_M);CHKERRQ(ierr);
6239             ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6240             ierr = PetscBLASIntCast(size_of_constraint,&Blas_K);CHKERRQ(ierr);
6241             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDA);CHKERRQ(ierr);
6242             ierr = PetscBLASIntCast(size_of_constraint,&Blas_LDB);CHKERRQ(ierr);
6243             ierr = PetscBLASIntCast(primal_dofs,&Blas_LDC);CHKERRQ(ierr);
6244             ierr = PetscFPTrapPush(PETSC_FP_TRAP_OFF);CHKERRQ(ierr);
6245             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));
6246             ierr = PetscFPTrapPop();CHKERRQ(ierr);
6247             for (jj=0;jj<size_of_constraint;jj++) {
6248               for (ii=0;ii<primal_dofs;ii++) {
6249                 if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) valid_qr = PETSC_FALSE;
6250                 if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-(PetscReal)1) > 1.e-12) valid_qr = PETSC_FALSE;
6251               }
6252             }
6253             if (!valid_qr) {
6254               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> wrong change of basis!\n");CHKERRQ(ierr);
6255               for (jj=0;jj<size_of_constraint;jj++) {
6256                 for (ii=0;ii<primal_dofs;ii++) {
6257                   if (ii != jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]) > 1.e-12) {
6258                     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]));
6259                   }
6260                   if (ii == jj && PetscAbsScalar(dbg_work[size_of_constraint*primal_dofs+jj*primal_dofs+ii]-(PetscReal)1) > 1.e-12) {
6261                     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]));
6262                   }
6263                 }
6264               }
6265             } else {
6266               ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> right change of basis!\n");CHKERRQ(ierr);
6267             }
6268           }
6269         } else { /* simple transformation block */
6270           PetscInt    row,col;
6271           PetscScalar val,norm;
6272 
6273           ierr = PetscBLASIntCast(size_of_constraint,&Blas_N);CHKERRQ(ierr);
6274           PetscStackCallBLAS("BLASdot",norm = BLASdot_(&Blas_N,constraints_data+constraints_data_ptr[total_counts],&Blas_one,constraints_data+constraints_data_ptr[total_counts],&Blas_one));
6275           for (j=0;j<size_of_constraint;j++) {
6276             PetscInt row_B = constraints_idxs_B[constraints_idxs_ptr[total_counts]+j];
6277             row = constraints_idxs[constraints_idxs_ptr[total_counts]+j];
6278             if (!PetscBTLookup(is_primal,row_B)) {
6279               col = constraints_idxs[constraints_idxs_ptr[total_counts]];
6280               ierr = MatSetValue(localChangeOfBasisMatrix,row,row,1.0,INSERT_VALUES);CHKERRQ(ierr);
6281               ierr = MatSetValue(localChangeOfBasisMatrix,row,col,constraints_data[constraints_data_ptr[total_counts]+j]/norm,INSERT_VALUES);CHKERRQ(ierr);
6282             } else {
6283               for (k=0;k<size_of_constraint;k++) {
6284                 col = constraints_idxs[constraints_idxs_ptr[total_counts]+k];
6285                 if (row != col) {
6286                   val = -constraints_data[constraints_data_ptr[total_counts]+k]/constraints_data[constraints_data_ptr[total_counts]];
6287                 } else {
6288                   val = constraints_data[constraints_data_ptr[total_counts]]/norm;
6289                 }
6290                 ierr = MatSetValue(localChangeOfBasisMatrix,row,col,val,INSERT_VALUES);CHKERRQ(ierr);
6291               }
6292             }
6293           }
6294           if (pcbddc->dbg_flag) {
6295             ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"\t-> using standard change of basis\n");CHKERRQ(ierr);
6296           }
6297         }
6298       } else {
6299         if (pcbddc->dbg_flag) {
6300           ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Constraint %d does not need a change of basis (size %d)\n",total_counts,size_of_constraint);CHKERRQ(ierr);
6301         }
6302       }
6303     }
6304 
6305     /* free workspace */
6306     if (qr_needed) {
6307       if (pcbddc->dbg_flag) {
6308         ierr = PetscFree(dbg_work);CHKERRQ(ierr);
6309       }
6310       ierr = PetscFree(trs_rhs);CHKERRQ(ierr);
6311       ierr = PetscFree(qr_tau);CHKERRQ(ierr);
6312       ierr = PetscFree(qr_work);CHKERRQ(ierr);
6313       ierr = PetscFree(gqr_work);CHKERRQ(ierr);
6314       ierr = PetscFree(qr_basis);CHKERRQ(ierr);
6315     }
6316     ierr = PetscBTDestroy(&is_primal);CHKERRQ(ierr);
6317     ierr = MatAssemblyBegin(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6318     ierr = MatAssemblyEnd(localChangeOfBasisMatrix,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6319 
6320     /* assembling of global change of variable */
6321     if (!pcbddc->fake_change) {
6322       Mat      tmat;
6323       PetscInt bs;
6324 
6325       ierr = VecGetSize(pcis->vec1_global,&global_size);CHKERRQ(ierr);
6326       ierr = VecGetLocalSize(pcis->vec1_global,&local_size);CHKERRQ(ierr);
6327       ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&tmat);CHKERRQ(ierr);
6328       ierr = MatISSetLocalMat(tmat,localChangeOfBasisMatrix);CHKERRQ(ierr);
6329       ierr = MatCreate(PetscObjectComm((PetscObject)pc),&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6330       ierr = MatSetType(pcbddc->ChangeOfBasisMatrix,MATAIJ);CHKERRQ(ierr);
6331       ierr = MatGetBlockSize(pc->pmat,&bs);CHKERRQ(ierr);
6332       ierr = MatSetBlockSize(pcbddc->ChangeOfBasisMatrix,bs);CHKERRQ(ierr);
6333       ierr = MatSetSizes(pcbddc->ChangeOfBasisMatrix,local_size,local_size,global_size,global_size);CHKERRQ(ierr);
6334       ierr = MatISSetMPIXAIJPreallocation_Private(tmat,pcbddc->ChangeOfBasisMatrix,PETSC_TRUE);CHKERRQ(ierr);
6335       ierr = MatISGetMPIXAIJ(tmat,MAT_REUSE_MATRIX,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6336       ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6337       ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
6338       ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
6339       ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6340       ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6341       ierr = VecReciprocal(pcis->vec1_global);CHKERRQ(ierr);
6342       ierr = MatDiagonalScale(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,NULL);CHKERRQ(ierr);
6343 
6344       /* check */
6345       if (pcbddc->dbg_flag) {
6346         PetscReal error;
6347         Vec       x,x_change;
6348 
6349         ierr = VecDuplicate(pcis->vec1_global,&x);CHKERRQ(ierr);
6350         ierr = VecDuplicate(pcis->vec1_global,&x_change);CHKERRQ(ierr);
6351         ierr = VecSetRandom(x,NULL);CHKERRQ(ierr);
6352         ierr = VecCopy(x,pcis->vec1_global);CHKERRQ(ierr);
6353         ierr = VecScatterBegin(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6354         ierr = VecScatterEnd(matis->rctx,x,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6355         ierr = MatMult(localChangeOfBasisMatrix,pcis->vec1_N,pcis->vec2_N);CHKERRQ(ierr);
6356         ierr = VecScatterBegin(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6357         ierr = VecScatterEnd(matis->rctx,pcis->vec2_N,x,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6358         ierr = MatMult(pcbddc->ChangeOfBasisMatrix,pcis->vec1_global,x_change);CHKERRQ(ierr);
6359         ierr = VecAXPY(x,-1.0,x_change);CHKERRQ(ierr);
6360         ierr = VecNorm(x,NORM_INFINITY,&error);CHKERRQ(ierr);
6361         if (error > PETSC_SMALL) {
6362           SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"Error global vs local change on N: %1.6e\n",error);
6363         }
6364         ierr = VecDestroy(&x);CHKERRQ(ierr);
6365         ierr = VecDestroy(&x_change);CHKERRQ(ierr);
6366       }
6367       /* adapt sub_schurs computed (if any) */
6368       if (pcbddc->use_deluxe_scaling) {
6369         PCBDDCSubSchurs sub_schurs=pcbddc->sub_schurs;
6370 
6371         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");
6372         if (sub_schurs && sub_schurs->S_Ej_all) {
6373           Mat                    S_new,tmat;
6374           IS                     is_all_N,is_V_Sall = NULL;
6375 
6376           ierr = ISLocalToGlobalMappingApplyIS(pcis->BtoNmap,sub_schurs->is_Ej_all,&is_all_N);CHKERRQ(ierr);
6377           ierr = MatCreateSubMatrix(localChangeOfBasisMatrix,is_all_N,is_all_N,MAT_INITIAL_MATRIX,&tmat);CHKERRQ(ierr);
6378           if (pcbddc->deluxe_zerorows) {
6379             ISLocalToGlobalMapping NtoSall;
6380             IS                     is_V;
6381             ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddc->n_vertices,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&is_V);CHKERRQ(ierr);
6382             ierr = ISLocalToGlobalMappingCreateIS(is_all_N,&NtoSall);CHKERRQ(ierr);
6383             ierr = ISGlobalToLocalMappingApplyIS(NtoSall,IS_GTOLM_DROP,is_V,&is_V_Sall);CHKERRQ(ierr);
6384             ierr = ISLocalToGlobalMappingDestroy(&NtoSall);CHKERRQ(ierr);
6385             ierr = ISDestroy(&is_V);CHKERRQ(ierr);
6386           }
6387           ierr = ISDestroy(&is_all_N);CHKERRQ(ierr);
6388           ierr = MatPtAP(sub_schurs->S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
6389           ierr = MatDestroy(&sub_schurs->S_Ej_all);CHKERRQ(ierr);
6390           ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
6391           if (pcbddc->deluxe_zerorows) {
6392             const PetscScalar *array;
6393             const PetscInt    *idxs_V,*idxs_all;
6394             PetscInt          i,n_V;
6395 
6396             ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
6397             ierr = ISGetLocalSize(is_V_Sall,&n_V);CHKERRQ(ierr);
6398             ierr = ISGetIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
6399             ierr = ISGetIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
6400             ierr = VecGetArrayRead(pcis->D,&array);CHKERRQ(ierr);
6401             for (i=0;i<n_V;i++) {
6402               PetscScalar val;
6403               PetscInt    idx;
6404 
6405               idx = idxs_V[i];
6406               val = array[idxs_all[idxs_V[i]]];
6407               ierr = MatSetValue(S_new,idx,idx,val,INSERT_VALUES);CHKERRQ(ierr);
6408             }
6409             ierr = MatAssemblyBegin(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6410             ierr = MatAssemblyEnd(S_new,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6411             ierr = VecRestoreArrayRead(pcis->D,&array);CHKERRQ(ierr);
6412             ierr = ISRestoreIndices(sub_schurs->is_Ej_all,&idxs_all);CHKERRQ(ierr);
6413             ierr = ISRestoreIndices(is_V_Sall,&idxs_V);CHKERRQ(ierr);
6414           }
6415           sub_schurs->S_Ej_all = S_new;
6416           ierr = MatDestroy(&S_new);CHKERRQ(ierr);
6417           if (sub_schurs->sum_S_Ej_all) {
6418             ierr = MatPtAP(sub_schurs->sum_S_Ej_all,tmat,MAT_INITIAL_MATRIX,1.0,&S_new);CHKERRQ(ierr);
6419             ierr = MatDestroy(&sub_schurs->sum_S_Ej_all);CHKERRQ(ierr);
6420             ierr = PetscObjectReference((PetscObject)S_new);CHKERRQ(ierr);
6421             if (pcbddc->deluxe_zerorows) {
6422               ierr = MatZeroRowsColumnsIS(S_new,is_V_Sall,1.,NULL,NULL);CHKERRQ(ierr);
6423             }
6424             sub_schurs->sum_S_Ej_all = S_new;
6425             ierr = MatDestroy(&S_new);CHKERRQ(ierr);
6426           }
6427           ierr = ISDestroy(&is_V_Sall);CHKERRQ(ierr);
6428           ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6429         }
6430         /* destroy any change of basis context in sub_schurs */
6431         if (sub_schurs && sub_schurs->change) {
6432           PetscInt i;
6433 
6434           for (i=0;i<sub_schurs->n_subs;i++) {
6435             ierr = KSPDestroy(&sub_schurs->change[i]);CHKERRQ(ierr);
6436           }
6437           ierr = PetscFree(sub_schurs->change);CHKERRQ(ierr);
6438         }
6439       }
6440       if (pcbddc->switch_static) { /* need to save the local change */
6441         pcbddc->switch_static_change = localChangeOfBasisMatrix;
6442       } else {
6443         ierr = MatDestroy(&localChangeOfBasisMatrix);CHKERRQ(ierr);
6444       }
6445       /* determine if any process has changed the pressures locally */
6446       pcbddc->change_interior = pcbddc->benign_have_null;
6447     } else { /* fake change (get back change of basis into ConstraintMatrix and info on qr) */
6448       ierr = MatDestroy(&pcbddc->ConstraintMatrix);CHKERRQ(ierr);
6449       pcbddc->ConstraintMatrix = localChangeOfBasisMatrix;
6450       pcbddc->use_qr_single = qr_needed;
6451     }
6452   } else if (pcbddc->user_ChangeOfBasisMatrix || pcbddc->benign_saddle_point) {
6453     if (!pcbddc->benign_have_null && pcbddc->user_ChangeOfBasisMatrix) {
6454       ierr = PetscObjectReference((PetscObject)pcbddc->user_ChangeOfBasisMatrix);CHKERRQ(ierr);
6455       pcbddc->ChangeOfBasisMatrix = pcbddc->user_ChangeOfBasisMatrix;
6456     } else {
6457       Mat benign_global = NULL;
6458       if (pcbddc->benign_have_null) {
6459         Mat tmat;
6460 
6461         pcbddc->change_interior = PETSC_TRUE;
6462         ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
6463         ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
6464         ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6465         ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
6466         ierr = VecReciprocal(pcis->vec1_global);CHKERRQ(ierr);
6467         ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6468         ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
6469         ierr = MatDuplicate(pc->pmat,MAT_DO_NOT_COPY_VALUES,&tmat);CHKERRQ(ierr);
6470         if (pcbddc->benign_change) {
6471           Mat M;
6472 
6473           ierr = MatDuplicate(pcbddc->benign_change,MAT_COPY_VALUES,&M);CHKERRQ(ierr);
6474           ierr = MatDiagonalScale(M,pcis->vec1_N,NULL);CHKERRQ(ierr);
6475           ierr = MatISSetLocalMat(tmat,M);CHKERRQ(ierr);
6476           ierr = MatDestroy(&M);CHKERRQ(ierr);
6477         } else {
6478           Mat         eye;
6479           PetscScalar *array;
6480 
6481           ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
6482           ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,pcis->n,pcis->n,1,NULL,&eye);CHKERRQ(ierr);
6483           for (i=0;i<pcis->n;i++) {
6484             ierr = MatSetValue(eye,i,i,array[i],INSERT_VALUES);CHKERRQ(ierr);
6485           }
6486           ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
6487           ierr = MatAssemblyBegin(eye,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6488           ierr = MatAssemblyEnd(eye,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6489           ierr = MatISSetLocalMat(tmat,eye);CHKERRQ(ierr);
6490           ierr = MatDestroy(&eye);CHKERRQ(ierr);
6491         }
6492         ierr = MatISGetMPIXAIJ(tmat,MAT_INITIAL_MATRIX,&benign_global);CHKERRQ(ierr);
6493         ierr = MatDestroy(&tmat);CHKERRQ(ierr);
6494       }
6495       if (pcbddc->user_ChangeOfBasisMatrix) {
6496         ierr = MatMatMult(pcbddc->user_ChangeOfBasisMatrix,benign_global,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&pcbddc->ChangeOfBasisMatrix);CHKERRQ(ierr);
6497         ierr = MatDestroy(&benign_global);CHKERRQ(ierr);
6498       } else if (pcbddc->benign_have_null) {
6499         pcbddc->ChangeOfBasisMatrix = benign_global;
6500       }
6501     }
6502     if (pcbddc->switch_static && pcbddc->ChangeOfBasisMatrix) { /* need to save the local change */
6503       IS             is_global;
6504       const PetscInt *gidxs;
6505 
6506       ierr = ISLocalToGlobalMappingGetIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
6507       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcis->n,gidxs,PETSC_COPY_VALUES,&is_global);CHKERRQ(ierr);
6508       ierr = ISLocalToGlobalMappingRestoreIndices(pc->pmat->rmap->mapping,&gidxs);CHKERRQ(ierr);
6509       ierr = MatCreateSubMatrixUnsorted(pcbddc->ChangeOfBasisMatrix,is_global,is_global,&pcbddc->switch_static_change);CHKERRQ(ierr);
6510       ierr = ISDestroy(&is_global);CHKERRQ(ierr);
6511     }
6512   }
6513   if (!pcbddc->fake_change && pcbddc->ChangeOfBasisMatrix && !pcbddc->work_change) {
6514     ierr = VecDuplicate(pcis->vec1_global,&pcbddc->work_change);CHKERRQ(ierr);
6515   }
6516 
6517   if (!pcbddc->fake_change) {
6518     /* add pressure dofs to set of primal nodes for numbering purposes */
6519     for (i=0;i<pcbddc->benign_n;i++) {
6520       pcbddc->local_primal_ref_node[pcbddc->local_primal_size_cc] = pcbddc->benign_p0_lidx[i];
6521       pcbddc->primal_indices_local_idxs[pcbddc->local_primal_size] = pcbddc->benign_p0_lidx[i];
6522       pcbddc->local_primal_ref_mult[pcbddc->local_primal_size_cc] = 1;
6523       pcbddc->local_primal_size_cc++;
6524       pcbddc->local_primal_size++;
6525     }
6526 
6527     /* check if a new primal space has been introduced (also take into account benign trick) */
6528     pcbddc->new_primal_space_local = PETSC_TRUE;
6529     if (olocal_primal_size == pcbddc->local_primal_size) {
6530       ierr = PetscMemcmp(pcbddc->local_primal_ref_node,olocal_primal_ref_node,olocal_primal_size_cc*sizeof(PetscInt),&pcbddc->new_primal_space_local);CHKERRQ(ierr);
6531       pcbddc->new_primal_space_local = (PetscBool)(!pcbddc->new_primal_space_local);
6532       if (!pcbddc->new_primal_space_local) {
6533         ierr = PetscMemcmp(pcbddc->local_primal_ref_mult,olocal_primal_ref_mult,olocal_primal_size_cc*sizeof(PetscInt),&pcbddc->new_primal_space_local);CHKERRQ(ierr);
6534         pcbddc->new_primal_space_local = (PetscBool)(!pcbddc->new_primal_space_local);
6535       }
6536     }
6537     /* new_primal_space will be used for numbering of coarse dofs, so it should be the same across all subdomains */
6538     ierr = MPIU_Allreduce(&pcbddc->new_primal_space_local,&pcbddc->new_primal_space,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
6539   }
6540   ierr = PetscFree2(olocal_primal_ref_node,olocal_primal_ref_mult);CHKERRQ(ierr);
6541 
6542   /* flush dbg viewer */
6543   if (pcbddc->dbg_flag) {
6544     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
6545   }
6546 
6547   /* free workspace */
6548   ierr = PetscBTDestroy(&qr_needed_idx);CHKERRQ(ierr);
6549   ierr = PetscBTDestroy(&change_basis);CHKERRQ(ierr);
6550   if (!pcbddc->adaptive_selection) {
6551     ierr = PetscFree3(constraints_idxs_ptr,constraints_data_ptr,constraints_n);CHKERRQ(ierr);
6552     ierr = PetscFree3(constraints_data,constraints_idxs,constraints_idxs_B);CHKERRQ(ierr);
6553   } else {
6554     ierr = PetscFree5(pcbddc->adaptive_constraints_n,
6555                       pcbddc->adaptive_constraints_idxs_ptr,
6556                       pcbddc->adaptive_constraints_data_ptr,
6557                       pcbddc->adaptive_constraints_idxs,
6558                       pcbddc->adaptive_constraints_data);CHKERRQ(ierr);
6559     ierr = PetscFree(constraints_n);CHKERRQ(ierr);
6560     ierr = PetscFree(constraints_idxs_B);CHKERRQ(ierr);
6561   }
6562   PetscFunctionReturn(0);
6563 }
6564 
6565 PetscErrorCode PCBDDCAnalyzeInterface(PC pc)
6566 {
6567   ISLocalToGlobalMapping map;
6568   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
6569   Mat_IS                 *matis  = (Mat_IS*)pc->pmat->data;
6570   PetscInt               i,N;
6571   PetscBool              rcsr = PETSC_FALSE;
6572   PetscErrorCode         ierr;
6573 
6574   PetscFunctionBegin;
6575   if (pcbddc->recompute_topography) {
6576     pcbddc->graphanalyzed = PETSC_FALSE;
6577     /* Reset previously computed graph */
6578     ierr = PCBDDCGraphReset(pcbddc->mat_graph);CHKERRQ(ierr);
6579     /* Init local Graph struct */
6580     ierr = MatGetSize(pc->pmat,&N,NULL);CHKERRQ(ierr);
6581     ierr = MatGetLocalToGlobalMapping(pc->pmat,&map,NULL);CHKERRQ(ierr);
6582     ierr = PCBDDCGraphInit(pcbddc->mat_graph,map,N,pcbddc->graphmaxcount);CHKERRQ(ierr);
6583 
6584     if (pcbddc->user_primal_vertices_local && !pcbddc->user_primal_vertices) {
6585       ierr = PCBDDCConsistencyCheckIS(pc,MPI_LOR,&pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
6586     }
6587     /* Check validity of the csr graph passed in by the user */
6588     if (pcbddc->mat_graph->nvtxs_csr && pcbddc->mat_graph->nvtxs_csr != pcbddc->mat_graph->nvtxs) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_ARG_WRONG,"Invalid size of local CSR graph! Found %d, expected %d\n",pcbddc->mat_graph->nvtxs_csr,pcbddc->mat_graph->nvtxs);
6589 
6590     /* Set default CSR adjacency of local dofs if not provided by the user with PCBDDCSetLocalAdjacencyGraph */
6591     if (!pcbddc->mat_graph->xadj && pcbddc->use_local_adj) {
6592       PetscInt  *xadj,*adjncy;
6593       PetscInt  nvtxs;
6594       PetscBool flg_row=PETSC_FALSE;
6595 
6596       ierr = MatGetRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
6597       if (flg_row) {
6598         ierr = PCBDDCSetLocalAdjacencyGraph(pc,nvtxs,xadj,adjncy,PETSC_COPY_VALUES);CHKERRQ(ierr);
6599         pcbddc->computed_rowadj = PETSC_TRUE;
6600       }
6601       ierr = MatRestoreRowIJ(matis->A,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,(const PetscInt**)&xadj,(const PetscInt**)&adjncy,&flg_row);CHKERRQ(ierr);
6602       rcsr = PETSC_TRUE;
6603     }
6604     if (pcbddc->dbg_flag) {
6605       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
6606     }
6607 
6608     /* Setup of Graph */
6609     pcbddc->mat_graph->commsizelimit = 0; /* don't use the COMM_SELF variant of the graph */
6610     ierr = PCBDDCGraphSetUp(pcbddc->mat_graph,pcbddc->vertex_size,pcbddc->NeumannBoundariesLocal,pcbddc->DirichletBoundariesLocal,pcbddc->n_ISForDofsLocal,pcbddc->ISForDofsLocal,pcbddc->user_primal_vertices_local);CHKERRQ(ierr);
6611 
6612     /* attach info on disconnected subdomains if present */
6613     if (pcbddc->n_local_subs) {
6614       PetscInt *local_subs;
6615 
6616       ierr = PetscMalloc1(N,&local_subs);CHKERRQ(ierr);
6617       for (i=0;i<pcbddc->n_local_subs;i++) {
6618         const PetscInt *idxs;
6619         PetscInt       nl,j;
6620 
6621         ierr = ISGetLocalSize(pcbddc->local_subs[i],&nl);CHKERRQ(ierr);
6622         ierr = ISGetIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
6623         for (j=0;j<nl;j++) local_subs[idxs[j]] = i;
6624         ierr = ISRestoreIndices(pcbddc->local_subs[i],&idxs);CHKERRQ(ierr);
6625       }
6626       pcbddc->mat_graph->n_local_subs = pcbddc->n_local_subs;
6627       pcbddc->mat_graph->local_subs = local_subs;
6628     }
6629   }
6630 
6631   if (!pcbddc->graphanalyzed) {
6632     /* Graph's connected components analysis */
6633     ierr = PCBDDCGraphComputeConnectedComponents(pcbddc->mat_graph);CHKERRQ(ierr);
6634     pcbddc->graphanalyzed = PETSC_TRUE;
6635   }
6636   if (rcsr) pcbddc->mat_graph->nvtxs_csr = 0;
6637   PetscFunctionReturn(0);
6638 }
6639 
6640 PetscErrorCode PCBDDCOrthonormalizeVecs(PetscInt n, Vec vecs[])
6641 {
6642   PetscInt       i,j;
6643   PetscScalar    *alphas;
6644   PetscErrorCode ierr;
6645 
6646   PetscFunctionBegin;
6647   ierr = PetscMalloc1(n,&alphas);CHKERRQ(ierr);
6648   for (i=0;i<n;i++) {
6649     ierr = VecNormalize(vecs[i],NULL);CHKERRQ(ierr);
6650     ierr = VecMDot(vecs[i],n-i-1,&vecs[i+1],alphas);CHKERRQ(ierr);
6651     for (j=0;j<n-i-1;j++) alphas[j] = PetscConj(-alphas[j]);
6652     ierr = VecMAXPY(vecs[j],n-i-1,alphas,vecs+i);CHKERRQ(ierr);
6653   }
6654   ierr = PetscFree(alphas);CHKERRQ(ierr);
6655   PetscFunctionReturn(0);
6656 }
6657 
6658 PetscErrorCode PCBDDCMatISGetSubassemblingPattern(Mat mat, PetscInt *n_subdomains, PetscInt redprocs, IS* is_sends, PetscBool *have_void)
6659 {
6660   Mat            A;
6661   PetscInt       n_neighs,*neighs,*n_shared,**shared;
6662   PetscMPIInt    size,rank,color;
6663   PetscInt       *xadj,*adjncy;
6664   PetscInt       *adjncy_wgt,*v_wgt,*ranks_send_to_idx;
6665   PetscInt       im_active,active_procs,N,n,i,j,threshold = 2;
6666   PetscInt       void_procs,*procs_candidates = NULL;
6667   PetscInt       xadj_count,*count;
6668   PetscBool      ismatis,use_vwgt=PETSC_FALSE;
6669   PetscSubcomm   psubcomm;
6670   MPI_Comm       subcomm;
6671   PetscErrorCode ierr;
6672 
6673   PetscFunctionBegin;
6674   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
6675   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
6676   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);
6677   PetscValidLogicalCollectiveInt(mat,*n_subdomains,2);
6678   PetscValidLogicalCollectiveInt(mat,redprocs,3);
6679   if (*n_subdomains <=0) SETERRQ1(PetscObjectComm((PetscObject)mat),PETSC_ERR_ARG_WRONG,"Invalid number of subdomains requested %d\n",*n_subdomains);
6680 
6681   if (have_void) *have_void = PETSC_FALSE;
6682   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)mat),&size);CHKERRQ(ierr);
6683   ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)mat),&rank);CHKERRQ(ierr);
6684   ierr = MatISGetLocalMat(mat,&A);CHKERRQ(ierr);
6685   ierr = MatGetLocalSize(A,&n,NULL);CHKERRQ(ierr);
6686   im_active = !!n;
6687   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
6688   void_procs = size - active_procs;
6689   /* get ranks of of non-active processes in mat communicator */
6690   if (void_procs) {
6691     PetscInt ncand;
6692 
6693     if (have_void) *have_void = PETSC_TRUE;
6694     ierr = PetscMalloc1(size,&procs_candidates);CHKERRQ(ierr);
6695     ierr = MPI_Allgather(&im_active,1,MPIU_INT,procs_candidates,1,MPIU_INT,PetscObjectComm((PetscObject)mat));CHKERRQ(ierr);
6696     for (i=0,ncand=0;i<size;i++) {
6697       if (!procs_candidates[i]) {
6698         procs_candidates[ncand++] = i;
6699       }
6700     }
6701     /* force n_subdomains to be not greater that the number of non-active processes */
6702     *n_subdomains = PetscMin(void_procs,*n_subdomains);
6703   }
6704 
6705   /* number of subdomains requested greater than active processes or matrix size -> just shift the matrix
6706      number of subdomains requested 1 -> send to master or first candidate in voids  */
6707   ierr = MatGetSize(mat,&N,NULL);CHKERRQ(ierr);
6708   if (active_procs < *n_subdomains || *n_subdomains == 1 || N <= *n_subdomains) {
6709     PetscInt issize,isidx,dest;
6710     if (*n_subdomains == 1) dest = 0;
6711     else dest = rank;
6712     if (im_active) {
6713       issize = 1;
6714       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6715         isidx = procs_candidates[dest];
6716       } else {
6717         isidx = dest;
6718       }
6719     } else {
6720       issize = 0;
6721       isidx = -1;
6722     }
6723     if (*n_subdomains != 1) *n_subdomains = active_procs;
6724     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),issize,&isidx,PETSC_COPY_VALUES,is_sends);CHKERRQ(ierr);
6725     ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
6726     PetscFunctionReturn(0);
6727   }
6728   ierr = PetscOptionsGetBool(NULL,NULL,"-matis_partitioning_use_vwgt",&use_vwgt,NULL);CHKERRQ(ierr);
6729   ierr = PetscOptionsGetInt(NULL,NULL,"-matis_partitioning_threshold",&threshold,NULL);CHKERRQ(ierr);
6730   threshold = PetscMax(threshold,2);
6731 
6732   /* Get info on mapping */
6733   ierr = ISLocalToGlobalMappingGetInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
6734 
6735   /* build local CSR graph of subdomains' connectivity */
6736   ierr = PetscMalloc1(2,&xadj);CHKERRQ(ierr);
6737   xadj[0] = 0;
6738   xadj[1] = PetscMax(n_neighs-1,0);
6739   ierr = PetscMalloc1(xadj[1],&adjncy);CHKERRQ(ierr);
6740   ierr = PetscMalloc1(xadj[1],&adjncy_wgt);CHKERRQ(ierr);
6741   ierr = PetscCalloc1(n,&count);CHKERRQ(ierr);
6742   for (i=1;i<n_neighs;i++)
6743     for (j=0;j<n_shared[i];j++)
6744       count[shared[i][j]] += 1;
6745 
6746   xadj_count = 0;
6747   for (i=1;i<n_neighs;i++) {
6748     for (j=0;j<n_shared[i];j++) {
6749       if (count[shared[i][j]] < threshold) {
6750         adjncy[xadj_count] = neighs[i];
6751         adjncy_wgt[xadj_count] = n_shared[i];
6752         xadj_count++;
6753         break;
6754       }
6755     }
6756   }
6757   xadj[1] = xadj_count;
6758   ierr = PetscFree(count);CHKERRQ(ierr);
6759   ierr = ISLocalToGlobalMappingRestoreInfo(mat->rmap->mapping,&n_neighs,&neighs,&n_shared,&shared);CHKERRQ(ierr);
6760   ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
6761 
6762   ierr = PetscMalloc1(1,&ranks_send_to_idx);CHKERRQ(ierr);
6763 
6764   /* Restrict work on active processes only */
6765   ierr = PetscMPIIntCast(im_active,&color);CHKERRQ(ierr);
6766   if (void_procs) {
6767     ierr = PetscSubcommCreate(PetscObjectComm((PetscObject)mat),&psubcomm);CHKERRQ(ierr);
6768     ierr = PetscSubcommSetNumber(psubcomm,2);CHKERRQ(ierr); /* 2 groups, active process and not active processes */
6769     ierr = PetscSubcommSetTypeGeneral(psubcomm,color,rank);CHKERRQ(ierr);
6770     subcomm = PetscSubcommChild(psubcomm);
6771   } else {
6772     psubcomm = NULL;
6773     subcomm = PetscObjectComm((PetscObject)mat);
6774   }
6775 
6776   v_wgt = NULL;
6777   if (!color) {
6778     ierr = PetscFree(xadj);CHKERRQ(ierr);
6779     ierr = PetscFree(adjncy);CHKERRQ(ierr);
6780     ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
6781   } else {
6782     Mat             subdomain_adj;
6783     IS              new_ranks,new_ranks_contig;
6784     MatPartitioning partitioner;
6785     PetscInt        rstart=0,rend=0;
6786     PetscInt        *is_indices,*oldranks;
6787     PetscMPIInt     size;
6788     PetscBool       aggregate;
6789 
6790     ierr = MPI_Comm_size(subcomm,&size);CHKERRQ(ierr);
6791     if (void_procs) {
6792       PetscInt prank = rank;
6793       ierr = PetscMalloc1(size,&oldranks);CHKERRQ(ierr);
6794       ierr = MPI_Allgather(&prank,1,MPIU_INT,oldranks,1,MPIU_INT,subcomm);CHKERRQ(ierr);
6795       for (i=0;i<xadj[1];i++) {
6796         ierr = PetscFindInt(adjncy[i],size,oldranks,&adjncy[i]);CHKERRQ(ierr);
6797       }
6798       ierr = PetscSortIntWithArray(xadj[1],adjncy,adjncy_wgt);CHKERRQ(ierr);
6799     } else {
6800       oldranks = NULL;
6801     }
6802     aggregate = ((redprocs > 0 && redprocs < size) ? PETSC_TRUE : PETSC_FALSE);
6803     if (aggregate) { /* TODO: all this part could be made more efficient */
6804       PetscInt    lrows,row,ncols,*cols;
6805       PetscMPIInt nrank;
6806       PetscScalar *vals;
6807 
6808       ierr = MPI_Comm_rank(subcomm,&nrank);CHKERRQ(ierr);
6809       lrows = 0;
6810       if (nrank<redprocs) {
6811         lrows = size/redprocs;
6812         if (nrank<size%redprocs) lrows++;
6813       }
6814       ierr = MatCreateAIJ(subcomm,lrows,lrows,size,size,50,NULL,50,NULL,&subdomain_adj);CHKERRQ(ierr);
6815       ierr = MatGetOwnershipRange(subdomain_adj,&rstart,&rend);CHKERRQ(ierr);
6816       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_LOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
6817       ierr = MatSetOption(subdomain_adj,MAT_NEW_NONZERO_ALLOCATION_ERR,PETSC_FALSE);CHKERRQ(ierr);
6818       row = nrank;
6819       ncols = xadj[1]-xadj[0];
6820       cols = adjncy;
6821       ierr = PetscMalloc1(ncols,&vals);CHKERRQ(ierr);
6822       for (i=0;i<ncols;i++) vals[i] = adjncy_wgt[i];
6823       ierr = MatSetValues(subdomain_adj,1,&row,ncols,cols,vals,INSERT_VALUES);CHKERRQ(ierr);
6824       ierr = MatAssemblyBegin(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6825       ierr = MatAssemblyEnd(subdomain_adj,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
6826       ierr = PetscFree(xadj);CHKERRQ(ierr);
6827       ierr = PetscFree(adjncy);CHKERRQ(ierr);
6828       ierr = PetscFree(adjncy_wgt);CHKERRQ(ierr);
6829       ierr = PetscFree(vals);CHKERRQ(ierr);
6830       if (use_vwgt) {
6831         Vec               v;
6832         const PetscScalar *array;
6833         PetscInt          nl;
6834 
6835         ierr = MatCreateVecs(subdomain_adj,&v,NULL);CHKERRQ(ierr);
6836         ierr = VecSetValue(v,row,(PetscScalar)n,INSERT_VALUES);CHKERRQ(ierr);
6837         ierr = VecAssemblyBegin(v);CHKERRQ(ierr);
6838         ierr = VecAssemblyEnd(v);CHKERRQ(ierr);
6839         ierr = VecGetLocalSize(v,&nl);CHKERRQ(ierr);
6840         ierr = VecGetArrayRead(v,&array);CHKERRQ(ierr);
6841         ierr = PetscMalloc1(nl,&v_wgt);CHKERRQ(ierr);
6842         for (i=0;i<nl;i++) v_wgt[i] = (PetscInt)PetscRealPart(array[i]);
6843         ierr = VecRestoreArrayRead(v,&array);CHKERRQ(ierr);
6844         ierr = VecDestroy(&v);CHKERRQ(ierr);
6845       }
6846     } else {
6847       ierr = MatCreateMPIAdj(subcomm,1,(PetscInt)size,xadj,adjncy,adjncy_wgt,&subdomain_adj);CHKERRQ(ierr);
6848       if (use_vwgt) {
6849         ierr = PetscMalloc1(1,&v_wgt);CHKERRQ(ierr);
6850         v_wgt[0] = n;
6851       }
6852     }
6853     /* ierr = MatView(subdomain_adj,0);CHKERRQ(ierr); */
6854 
6855     /* Partition */
6856     ierr = MatPartitioningCreate(subcomm,&partitioner);CHKERRQ(ierr);
6857     ierr = MatPartitioningSetAdjacency(partitioner,subdomain_adj);CHKERRQ(ierr);
6858     if (v_wgt) {
6859       ierr = MatPartitioningSetVertexWeights(partitioner,v_wgt);CHKERRQ(ierr);
6860     }
6861     *n_subdomains = PetscMin((PetscInt)size,*n_subdomains);
6862     ierr = MatPartitioningSetNParts(partitioner,*n_subdomains);CHKERRQ(ierr);
6863     ierr = MatPartitioningSetFromOptions(partitioner);CHKERRQ(ierr);
6864     ierr = MatPartitioningApply(partitioner,&new_ranks);CHKERRQ(ierr);
6865     /* ierr = MatPartitioningView(partitioner,0);CHKERRQ(ierr); */
6866 
6867     /* renumber new_ranks to avoid "holes" in new set of processors */
6868     ierr = ISRenumber(new_ranks,NULL,NULL,&new_ranks_contig);CHKERRQ(ierr);
6869     ierr = ISDestroy(&new_ranks);CHKERRQ(ierr);
6870     ierr = ISGetIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6871     if (!aggregate) {
6872       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6873 #if defined(PETSC_USE_DEBUG)
6874         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
6875 #endif
6876         ranks_send_to_idx[0] = procs_candidates[oldranks[is_indices[0]]];
6877       } else if (oldranks) {
6878         ranks_send_to_idx[0] = oldranks[is_indices[0]];
6879       } else {
6880         ranks_send_to_idx[0] = is_indices[0];
6881       }
6882     } else {
6883       PetscInt    idx = 0;
6884       PetscMPIInt tag;
6885       MPI_Request *reqs;
6886 
6887       ierr = PetscObjectGetNewTag((PetscObject)subdomain_adj,&tag);CHKERRQ(ierr);
6888       ierr = PetscMalloc1(rend-rstart,&reqs);CHKERRQ(ierr);
6889       for (i=rstart;i<rend;i++) {
6890         ierr = MPI_Isend(is_indices+i-rstart,1,MPIU_INT,i,tag,subcomm,&reqs[i-rstart]);CHKERRQ(ierr);
6891       }
6892       ierr = MPI_Recv(&idx,1,MPIU_INT,MPI_ANY_SOURCE,tag,subcomm,MPI_STATUS_IGNORE);CHKERRQ(ierr);
6893       ierr = MPI_Waitall(rend-rstart,reqs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
6894       ierr = PetscFree(reqs);CHKERRQ(ierr);
6895       if (procs_candidates) { /* shift the pattern on non-active candidates (if any) */
6896 #if defined(PETSC_USE_DEBUG)
6897         if (!oldranks) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"This should not happen");
6898 #endif
6899         ranks_send_to_idx[0] = procs_candidates[oldranks[idx]];
6900       } else if (oldranks) {
6901         ranks_send_to_idx[0] = oldranks[idx];
6902       } else {
6903         ranks_send_to_idx[0] = idx;
6904       }
6905     }
6906     ierr = ISRestoreIndices(new_ranks_contig,(const PetscInt**)&is_indices);CHKERRQ(ierr);
6907     /* clean up */
6908     ierr = PetscFree(oldranks);CHKERRQ(ierr);
6909     ierr = ISDestroy(&new_ranks_contig);CHKERRQ(ierr);
6910     ierr = MatDestroy(&subdomain_adj);CHKERRQ(ierr);
6911     ierr = MatPartitioningDestroy(&partitioner);CHKERRQ(ierr);
6912   }
6913   ierr = PetscSubcommDestroy(&psubcomm);CHKERRQ(ierr);
6914   ierr = PetscFree(procs_candidates);CHKERRQ(ierr);
6915 
6916   /* assemble parallel IS for sends */
6917   i = 1;
6918   if (!color) i=0;
6919   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)mat),i,ranks_send_to_idx,PETSC_OWN_POINTER,is_sends);CHKERRQ(ierr);
6920   PetscFunctionReturn(0);
6921 }
6922 
6923 typedef enum {MATDENSE_PRIVATE=0,MATAIJ_PRIVATE,MATBAIJ_PRIVATE,MATSBAIJ_PRIVATE}MatTypePrivate;
6924 
6925 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[])
6926 {
6927   Mat                    local_mat;
6928   IS                     is_sends_internal;
6929   PetscInt               rows,cols,new_local_rows;
6930   PetscInt               i,bs,buf_size_idxs,buf_size_idxs_is,buf_size_vals,buf_size_vecs;
6931   PetscBool              ismatis,isdense,newisdense,destroy_mat;
6932   ISLocalToGlobalMapping l2gmap;
6933   PetscInt*              l2gmap_indices;
6934   const PetscInt*        is_indices;
6935   MatType                new_local_type;
6936   /* buffers */
6937   PetscInt               *ptr_idxs,*send_buffer_idxs,*recv_buffer_idxs;
6938   PetscInt               *ptr_idxs_is,*send_buffer_idxs_is,*recv_buffer_idxs_is;
6939   PetscInt               *recv_buffer_idxs_local;
6940   PetscScalar            *ptr_vals,*send_buffer_vals,*recv_buffer_vals;
6941   PetscScalar            *ptr_vecs,*send_buffer_vecs,*recv_buffer_vecs;
6942   /* MPI */
6943   MPI_Comm               comm,comm_n;
6944   PetscSubcomm           subcomm;
6945   PetscMPIInt            n_sends,n_recvs,commsize;
6946   PetscMPIInt            *iflags,*ilengths_idxs,*ilengths_vals,*ilengths_idxs_is;
6947   PetscMPIInt            *onodes,*onodes_is,*olengths_idxs,*olengths_idxs_is,*olengths_vals;
6948   PetscMPIInt            len,tag_idxs,tag_idxs_is,tag_vals,tag_vecs,source_dest;
6949   MPI_Request            *send_req_idxs,*send_req_idxs_is,*send_req_vals,*send_req_vecs;
6950   MPI_Request            *recv_req_idxs,*recv_req_idxs_is,*recv_req_vals,*recv_req_vecs;
6951   PetscErrorCode         ierr;
6952 
6953   PetscFunctionBegin;
6954   PetscValidHeaderSpecific(mat,MAT_CLASSID,1);
6955   ierr = PetscObjectTypeCompare((PetscObject)mat,MATIS,&ismatis);CHKERRQ(ierr);
6956   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);
6957   PetscValidLogicalCollectiveInt(mat,n_subdomains,3);
6958   PetscValidLogicalCollectiveBool(mat,restrict_comm,4);
6959   PetscValidLogicalCollectiveBool(mat,restrict_full,5);
6960   PetscValidLogicalCollectiveBool(mat,reuse,6);
6961   PetscValidLogicalCollectiveInt(mat,nis,8);
6962   PetscValidLogicalCollectiveInt(mat,nvecs,10);
6963   if (nvecs) {
6964     if (nvecs > 1) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Just 1 vector supported");
6965     PetscValidHeaderSpecific(nnsp_vec[0],VEC_CLASSID,11);
6966   }
6967   /* further checks */
6968   ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
6969   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&isdense);CHKERRQ(ierr);
6970   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Currently cannot subassemble MATIS when local matrix type is not of type SEQDENSE");
6971   ierr = MatGetSize(local_mat,&rows,&cols);CHKERRQ(ierr);
6972   if (rows != cols) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Local MATIS matrices should be square");
6973   if (reuse && *mat_n) {
6974     PetscInt mrows,mcols,mnrows,mncols;
6975     PetscValidHeaderSpecific(*mat_n,MAT_CLASSID,7);
6976     ierr = PetscObjectTypeCompare((PetscObject)*mat_n,MATIS,&ismatis);CHKERRQ(ierr);
6977     if (!ismatis) SETERRQ(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_SUP,"Cannot reuse a matrix which is not of type MATIS");
6978     ierr = MatGetSize(mat,&mrows,&mcols);CHKERRQ(ierr);
6979     ierr = MatGetSize(*mat_n,&mnrows,&mncols);CHKERRQ(ierr);
6980     if (mrows != mnrows) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of rows %D != %D",mrows,mnrows);
6981     if (mcols != mncols) SETERRQ2(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Cannot reuse matrix! Wrong number of cols %D != %D",mcols,mncols);
6982   }
6983   ierr = MatGetBlockSize(local_mat,&bs);CHKERRQ(ierr);
6984   PetscValidLogicalCollectiveInt(mat,bs,0);
6985 
6986   /* prepare IS for sending if not provided */
6987   if (!is_sends) {
6988     if (!n_subdomains) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"You should specify either an IS or a target number of subdomains");
6989     ierr = PCBDDCMatISGetSubassemblingPattern(mat,&n_subdomains,0,&is_sends_internal,NULL);CHKERRQ(ierr);
6990   } else {
6991     ierr = PetscObjectReference((PetscObject)is_sends);CHKERRQ(ierr);
6992     is_sends_internal = is_sends;
6993   }
6994 
6995   /* get comm */
6996   ierr = PetscObjectGetComm((PetscObject)mat,&comm);CHKERRQ(ierr);
6997 
6998   /* compute number of sends */
6999   ierr = ISGetLocalSize(is_sends_internal,&i);CHKERRQ(ierr);
7000   ierr = PetscMPIIntCast(i,&n_sends);CHKERRQ(ierr);
7001 
7002   /* compute number of receives */
7003   ierr = MPI_Comm_size(comm,&commsize);CHKERRQ(ierr);
7004   ierr = PetscMalloc1(commsize,&iflags);CHKERRQ(ierr);
7005   ierr = PetscMemzero(iflags,commsize*sizeof(*iflags));CHKERRQ(ierr);
7006   ierr = ISGetIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7007   for (i=0;i<n_sends;i++) iflags[is_indices[i]] = 1;
7008   ierr = PetscGatherNumberOfMessages(comm,iflags,NULL,&n_recvs);CHKERRQ(ierr);
7009   ierr = PetscFree(iflags);CHKERRQ(ierr);
7010 
7011   /* restrict comm if requested */
7012   subcomm = 0;
7013   destroy_mat = PETSC_FALSE;
7014   if (restrict_comm) {
7015     PetscMPIInt color,subcommsize;
7016 
7017     color = 0;
7018     if (restrict_full) {
7019       if (!n_recvs) color = 1; /* processes not receiving anything will not partecipate in new comm (full restriction) */
7020     } else {
7021       if (!n_recvs && n_sends) color = 1; /* just those processes that are sending but not receiving anything will not partecipate in new comm */
7022     }
7023     ierr = MPIU_Allreduce(&color,&subcommsize,1,MPI_INT,MPI_SUM,comm);CHKERRQ(ierr);
7024     subcommsize = commsize - subcommsize;
7025     /* check if reuse has been requested */
7026     if (reuse) {
7027       if (*mat_n) {
7028         PetscMPIInt subcommsize2;
7029         ierr = MPI_Comm_size(PetscObjectComm((PetscObject)*mat_n),&subcommsize2);CHKERRQ(ierr);
7030         if (subcommsize != subcommsize2) SETERRQ2(PetscObjectComm((PetscObject)*mat_n),PETSC_ERR_PLIB,"Cannot reuse matrix! wrong subcomm size %d != %d",subcommsize,subcommsize2);
7031         comm_n = PetscObjectComm((PetscObject)*mat_n);
7032       } else {
7033         comm_n = PETSC_COMM_SELF;
7034       }
7035     } else { /* MAT_INITIAL_MATRIX */
7036       PetscMPIInt rank;
7037 
7038       ierr = MPI_Comm_rank(comm,&rank);CHKERRQ(ierr);
7039       ierr = PetscSubcommCreate(comm,&subcomm);CHKERRQ(ierr);
7040       ierr = PetscSubcommSetNumber(subcomm,2);CHKERRQ(ierr);
7041       ierr = PetscSubcommSetTypeGeneral(subcomm,color,rank);CHKERRQ(ierr);
7042       comm_n = PetscSubcommChild(subcomm);
7043     }
7044     /* flag to destroy *mat_n if not significative */
7045     if (color) destroy_mat = PETSC_TRUE;
7046   } else {
7047     comm_n = comm;
7048   }
7049 
7050   /* prepare send/receive buffers */
7051   ierr = PetscMalloc1(commsize,&ilengths_idxs);CHKERRQ(ierr);
7052   ierr = PetscMemzero(ilengths_idxs,commsize*sizeof(*ilengths_idxs));CHKERRQ(ierr);
7053   ierr = PetscMalloc1(commsize,&ilengths_vals);CHKERRQ(ierr);
7054   ierr = PetscMemzero(ilengths_vals,commsize*sizeof(*ilengths_vals));CHKERRQ(ierr);
7055   if (nis) {
7056     ierr = PetscCalloc1(commsize,&ilengths_idxs_is);CHKERRQ(ierr);
7057   }
7058 
7059   /* Get data from local matrices */
7060   if (!isdense) SETERRQ(PetscObjectComm((PetscObject)mat),PETSC_ERR_SUP,"Subassembling of AIJ local matrices not yet implemented");
7061     /* TODO: See below some guidelines on how to prepare the local buffers */
7062     /*
7063        send_buffer_vals should contain the raw values of the local matrix
7064        send_buffer_idxs should contain:
7065        - MatType_PRIVATE type
7066        - PetscInt        size_of_l2gmap
7067        - PetscInt        global_row_indices[size_of_l2gmap]
7068        - PetscInt        all_other_info_which_is_needed_to_compute_preallocation_and_set_values
7069     */
7070   else {
7071     ierr = MatDenseGetArray(local_mat,&send_buffer_vals);CHKERRQ(ierr);
7072     ierr = ISLocalToGlobalMappingGetSize(mat->rmap->mapping,&i);CHKERRQ(ierr);
7073     ierr = PetscMalloc1(i+2,&send_buffer_idxs);CHKERRQ(ierr);
7074     send_buffer_idxs[0] = (PetscInt)MATDENSE_PRIVATE;
7075     send_buffer_idxs[1] = i;
7076     ierr = ISLocalToGlobalMappingGetIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7077     ierr = PetscMemcpy(&send_buffer_idxs[2],ptr_idxs,i*sizeof(PetscInt));CHKERRQ(ierr);
7078     ierr = ISLocalToGlobalMappingRestoreIndices(mat->rmap->mapping,(const PetscInt**)&ptr_idxs);CHKERRQ(ierr);
7079     ierr = PetscMPIIntCast(i,&len);CHKERRQ(ierr);
7080     for (i=0;i<n_sends;i++) {
7081       ilengths_vals[is_indices[i]] = len*len;
7082       ilengths_idxs[is_indices[i]] = len+2;
7083     }
7084   }
7085   ierr = PetscGatherMessageLengths2(comm,n_sends,n_recvs,ilengths_idxs,ilengths_vals,&onodes,&olengths_idxs,&olengths_vals);CHKERRQ(ierr);
7086   /* additional is (if any) */
7087   if (nis) {
7088     PetscMPIInt psum;
7089     PetscInt j;
7090     for (j=0,psum=0;j<nis;j++) {
7091       PetscInt plen;
7092       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7093       ierr = PetscMPIIntCast(plen,&len);CHKERRQ(ierr);
7094       psum += len+1; /* indices + lenght */
7095     }
7096     ierr = PetscMalloc1(psum,&send_buffer_idxs_is);CHKERRQ(ierr);
7097     for (j=0,psum=0;j<nis;j++) {
7098       PetscInt plen;
7099       const PetscInt *is_array_idxs;
7100       ierr = ISGetLocalSize(isarray[j],&plen);CHKERRQ(ierr);
7101       send_buffer_idxs_is[psum] = plen;
7102       ierr = ISGetIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7103       ierr = PetscMemcpy(&send_buffer_idxs_is[psum+1],is_array_idxs,plen*sizeof(PetscInt));CHKERRQ(ierr);
7104       ierr = ISRestoreIndices(isarray[j],&is_array_idxs);CHKERRQ(ierr);
7105       psum += plen+1; /* indices + lenght */
7106     }
7107     for (i=0;i<n_sends;i++) {
7108       ilengths_idxs_is[is_indices[i]] = psum;
7109     }
7110     ierr = PetscGatherMessageLengths(comm,n_sends,n_recvs,ilengths_idxs_is,&onodes_is,&olengths_idxs_is);CHKERRQ(ierr);
7111   }
7112   ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
7113 
7114   buf_size_idxs = 0;
7115   buf_size_vals = 0;
7116   buf_size_idxs_is = 0;
7117   buf_size_vecs = 0;
7118   for (i=0;i<n_recvs;i++) {
7119     buf_size_idxs += (PetscInt)olengths_idxs[i];
7120     buf_size_vals += (PetscInt)olengths_vals[i];
7121     if (nis) buf_size_idxs_is += (PetscInt)olengths_idxs_is[i];
7122     if (nvecs) buf_size_vecs += (PetscInt)olengths_idxs[i];
7123   }
7124   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs);CHKERRQ(ierr);
7125   ierr = PetscMalloc1(buf_size_vals,&recv_buffer_vals);CHKERRQ(ierr);
7126   ierr = PetscMalloc1(buf_size_idxs_is,&recv_buffer_idxs_is);CHKERRQ(ierr);
7127   ierr = PetscMalloc1(buf_size_vecs,&recv_buffer_vecs);CHKERRQ(ierr);
7128 
7129   /* get new tags for clean communications */
7130   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs);CHKERRQ(ierr);
7131   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vals);CHKERRQ(ierr);
7132   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_idxs_is);CHKERRQ(ierr);
7133   ierr = PetscObjectGetNewTag((PetscObject)mat,&tag_vecs);CHKERRQ(ierr);
7134 
7135   /* allocate for requests */
7136   ierr = PetscMalloc1(n_sends,&send_req_idxs);CHKERRQ(ierr);
7137   ierr = PetscMalloc1(n_sends,&send_req_vals);CHKERRQ(ierr);
7138   ierr = PetscMalloc1(n_sends,&send_req_idxs_is);CHKERRQ(ierr);
7139   ierr = PetscMalloc1(n_sends,&send_req_vecs);CHKERRQ(ierr);
7140   ierr = PetscMalloc1(n_recvs,&recv_req_idxs);CHKERRQ(ierr);
7141   ierr = PetscMalloc1(n_recvs,&recv_req_vals);CHKERRQ(ierr);
7142   ierr = PetscMalloc1(n_recvs,&recv_req_idxs_is);CHKERRQ(ierr);
7143   ierr = PetscMalloc1(n_recvs,&recv_req_vecs);CHKERRQ(ierr);
7144 
7145   /* communications */
7146   ptr_idxs = recv_buffer_idxs;
7147   ptr_vals = recv_buffer_vals;
7148   ptr_idxs_is = recv_buffer_idxs_is;
7149   ptr_vecs = recv_buffer_vecs;
7150   for (i=0;i<n_recvs;i++) {
7151     source_dest = onodes[i];
7152     ierr = MPI_Irecv(ptr_idxs,olengths_idxs[i],MPIU_INT,source_dest,tag_idxs,comm,&recv_req_idxs[i]);CHKERRQ(ierr);
7153     ierr = MPI_Irecv(ptr_vals,olengths_vals[i],MPIU_SCALAR,source_dest,tag_vals,comm,&recv_req_vals[i]);CHKERRQ(ierr);
7154     ptr_idxs += olengths_idxs[i];
7155     ptr_vals += olengths_vals[i];
7156     if (nis) {
7157       source_dest = onodes_is[i];
7158       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);
7159       ptr_idxs_is += olengths_idxs_is[i];
7160     }
7161     if (nvecs) {
7162       source_dest = onodes[i];
7163       ierr = MPI_Irecv(ptr_vecs,olengths_idxs[i]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&recv_req_vecs[i]);CHKERRQ(ierr);
7164       ptr_vecs += olengths_idxs[i]-2;
7165     }
7166   }
7167   for (i=0;i<n_sends;i++) {
7168     ierr = PetscMPIIntCast(is_indices[i],&source_dest);CHKERRQ(ierr);
7169     ierr = MPI_Isend(send_buffer_idxs,ilengths_idxs[source_dest],MPIU_INT,source_dest,tag_idxs,comm,&send_req_idxs[i]);CHKERRQ(ierr);
7170     ierr = MPI_Isend(send_buffer_vals,ilengths_vals[source_dest],MPIU_SCALAR,source_dest,tag_vals,comm,&send_req_vals[i]);CHKERRQ(ierr);
7171     if (nis) {
7172       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);
7173     }
7174     if (nvecs) {
7175       ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7176       ierr = MPI_Isend(send_buffer_vecs,ilengths_idxs[source_dest]-2,MPIU_SCALAR,source_dest,tag_vecs,comm,&send_req_vecs[i]);CHKERRQ(ierr);
7177     }
7178   }
7179   ierr = ISRestoreIndices(is_sends_internal,&is_indices);CHKERRQ(ierr);
7180   ierr = ISDestroy(&is_sends_internal);CHKERRQ(ierr);
7181 
7182   /* assemble new l2g map */
7183   ierr = MPI_Waitall(n_recvs,recv_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7184   ptr_idxs = recv_buffer_idxs;
7185   new_local_rows = 0;
7186   for (i=0;i<n_recvs;i++) {
7187     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7188     ptr_idxs += olengths_idxs[i];
7189   }
7190   ierr = PetscMalloc1(new_local_rows,&l2gmap_indices);CHKERRQ(ierr);
7191   ptr_idxs = recv_buffer_idxs;
7192   new_local_rows = 0;
7193   for (i=0;i<n_recvs;i++) {
7194     ierr = PetscMemcpy(&l2gmap_indices[new_local_rows],ptr_idxs+2,(*(ptr_idxs+1))*sizeof(PetscInt));CHKERRQ(ierr);
7195     new_local_rows += *(ptr_idxs+1); /* second element is the local size of the l2gmap */
7196     ptr_idxs += olengths_idxs[i];
7197   }
7198   ierr = PetscSortRemoveDupsInt(&new_local_rows,l2gmap_indices);CHKERRQ(ierr);
7199   ierr = ISLocalToGlobalMappingCreate(comm_n,1,new_local_rows,l2gmap_indices,PETSC_COPY_VALUES,&l2gmap);CHKERRQ(ierr);
7200   ierr = PetscFree(l2gmap_indices);CHKERRQ(ierr);
7201 
7202   /* infer new local matrix type from received local matrices type */
7203   /* currently if all local matrices are of type X, then the resulting matrix will be of type X, except for the dense case */
7204   /* 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) */
7205   if (n_recvs) {
7206     MatTypePrivate new_local_type_private = (MatTypePrivate)send_buffer_idxs[0];
7207     ptr_idxs = recv_buffer_idxs;
7208     for (i=0;i<n_recvs;i++) {
7209       if ((PetscInt)new_local_type_private != *ptr_idxs) {
7210         new_local_type_private = MATAIJ_PRIVATE;
7211         break;
7212       }
7213       ptr_idxs += olengths_idxs[i];
7214     }
7215     switch (new_local_type_private) {
7216       case MATDENSE_PRIVATE:
7217         new_local_type = MATSEQAIJ;
7218         bs = 1;
7219         break;
7220       case MATAIJ_PRIVATE:
7221         new_local_type = MATSEQAIJ;
7222         bs = 1;
7223         break;
7224       case MATBAIJ_PRIVATE:
7225         new_local_type = MATSEQBAIJ;
7226         break;
7227       case MATSBAIJ_PRIVATE:
7228         new_local_type = MATSEQSBAIJ;
7229         break;
7230       default:
7231         SETERRQ2(comm,PETSC_ERR_SUP,"Unsupported private type %d in %s",new_local_type_private,PETSC_FUNCTION_NAME);
7232         break;
7233     }
7234   } else { /* by default, new_local_type is seqaij */
7235     new_local_type = MATSEQAIJ;
7236     bs = 1;
7237   }
7238 
7239   /* create MATIS object if needed */
7240   if (!reuse) {
7241     ierr = MatGetSize(mat,&rows,&cols);CHKERRQ(ierr);
7242     ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7243   } else {
7244     /* it also destroys the local matrices */
7245     if (*mat_n) {
7246       ierr = MatSetLocalToGlobalMapping(*mat_n,l2gmap,l2gmap);CHKERRQ(ierr);
7247     } else { /* this is a fake object */
7248       ierr = MatCreateIS(comm_n,bs,PETSC_DECIDE,PETSC_DECIDE,rows,cols,l2gmap,NULL,mat_n);CHKERRQ(ierr);
7249     }
7250   }
7251   ierr = MatISGetLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7252   ierr = MatSetType(local_mat,new_local_type);CHKERRQ(ierr);
7253 
7254   ierr = MPI_Waitall(n_recvs,recv_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7255 
7256   /* Global to local map of received indices */
7257   ierr = PetscMalloc1(buf_size_idxs,&recv_buffer_idxs_local);CHKERRQ(ierr); /* needed for values insertion */
7258   ierr = ISGlobalToLocalMappingApply(l2gmap,IS_GTOLM_MASK,buf_size_idxs,recv_buffer_idxs,&i,recv_buffer_idxs_local);CHKERRQ(ierr);
7259   ierr = ISLocalToGlobalMappingDestroy(&l2gmap);CHKERRQ(ierr);
7260 
7261   /* restore attributes -> type of incoming data and its size */
7262   buf_size_idxs = 0;
7263   for (i=0;i<n_recvs;i++) {
7264     recv_buffer_idxs_local[buf_size_idxs] = recv_buffer_idxs[buf_size_idxs];
7265     recv_buffer_idxs_local[buf_size_idxs+1] = recv_buffer_idxs[buf_size_idxs+1];
7266     buf_size_idxs += (PetscInt)olengths_idxs[i];
7267   }
7268   ierr = PetscFree(recv_buffer_idxs);CHKERRQ(ierr);
7269 
7270   /* set preallocation */
7271   ierr = PetscObjectTypeCompare((PetscObject)local_mat,MATSEQDENSE,&newisdense);CHKERRQ(ierr);
7272   if (!newisdense) {
7273     PetscInt *new_local_nnz=0;
7274 
7275     ptr_idxs = recv_buffer_idxs_local;
7276     if (n_recvs) {
7277       ierr = PetscCalloc1(new_local_rows,&new_local_nnz);CHKERRQ(ierr);
7278     }
7279     for (i=0;i<n_recvs;i++) {
7280       PetscInt j;
7281       if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* preallocation provided for dense case only */
7282         for (j=0;j<*(ptr_idxs+1);j++) {
7283           new_local_nnz[*(ptr_idxs+2+j)] += *(ptr_idxs+1);
7284         }
7285       } else {
7286         /* TODO */
7287       }
7288       ptr_idxs += olengths_idxs[i];
7289     }
7290     if (new_local_nnz) {
7291       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMin(new_local_nnz[i],new_local_rows);
7292       ierr = MatSeqAIJSetPreallocation(local_mat,0,new_local_nnz);CHKERRQ(ierr);
7293       for (i=0;i<new_local_rows;i++) new_local_nnz[i] /= bs;
7294       ierr = MatSeqBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7295       for (i=0;i<new_local_rows;i++) new_local_nnz[i] = PetscMax(new_local_nnz[i]-i,0);
7296       ierr = MatSeqSBAIJSetPreallocation(local_mat,bs,0,new_local_nnz);CHKERRQ(ierr);
7297     } else {
7298       ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7299     }
7300     ierr = PetscFree(new_local_nnz);CHKERRQ(ierr);
7301   } else {
7302     ierr = MatSetUp(local_mat);CHKERRQ(ierr);
7303   }
7304 
7305   /* set values */
7306   ptr_vals = recv_buffer_vals;
7307   ptr_idxs = recv_buffer_idxs_local;
7308   for (i=0;i<n_recvs;i++) {
7309     if (*ptr_idxs == (PetscInt)MATDENSE_PRIVATE) { /* values insertion provided for dense case only */
7310       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_FALSE);CHKERRQ(ierr);
7311       ierr = MatSetValues(local_mat,*(ptr_idxs+1),ptr_idxs+2,*(ptr_idxs+1),ptr_idxs+2,ptr_vals,ADD_VALUES);CHKERRQ(ierr);
7312       ierr = MatAssemblyBegin(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7313       ierr = MatAssemblyEnd(local_mat,MAT_FLUSH_ASSEMBLY);CHKERRQ(ierr);
7314       ierr = MatSetOption(local_mat,MAT_ROW_ORIENTED,PETSC_TRUE);CHKERRQ(ierr);
7315     } else {
7316       /* TODO */
7317     }
7318     ptr_idxs += olengths_idxs[i];
7319     ptr_vals += olengths_vals[i];
7320   }
7321   ierr = MatAssemblyBegin(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7322   ierr = MatAssemblyEnd(local_mat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7323   ierr = MatISRestoreLocalMat(*mat_n,&local_mat);CHKERRQ(ierr);
7324   ierr = MatAssemblyBegin(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7325   ierr = MatAssemblyEnd(*mat_n,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7326   ierr = PetscFree(recv_buffer_vals);CHKERRQ(ierr);
7327 
7328 #if 0
7329   if (!restrict_comm) { /* check */
7330     Vec       lvec,rvec;
7331     PetscReal infty_error;
7332 
7333     ierr = MatCreateVecs(mat,&rvec,&lvec);CHKERRQ(ierr);
7334     ierr = VecSetRandom(rvec,NULL);CHKERRQ(ierr);
7335     ierr = MatMult(mat,rvec,lvec);CHKERRQ(ierr);
7336     ierr = VecScale(lvec,-1.0);CHKERRQ(ierr);
7337     ierr = MatMultAdd(*mat_n,rvec,lvec,lvec);CHKERRQ(ierr);
7338     ierr = VecNorm(lvec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
7339     ierr = PetscPrintf(PetscObjectComm((PetscObject)mat),"Infinity error subassembling %1.6e\n",infty_error);
7340     ierr = VecDestroy(&rvec);CHKERRQ(ierr);
7341     ierr = VecDestroy(&lvec);CHKERRQ(ierr);
7342   }
7343 #endif
7344 
7345   /* assemble new additional is (if any) */
7346   if (nis) {
7347     PetscInt **temp_idxs,*count_is,j,psum;
7348 
7349     ierr = MPI_Waitall(n_recvs,recv_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7350     ierr = PetscCalloc1(nis,&count_is);CHKERRQ(ierr);
7351     ptr_idxs = recv_buffer_idxs_is;
7352     psum = 0;
7353     for (i=0;i<n_recvs;i++) {
7354       for (j=0;j<nis;j++) {
7355         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
7356         count_is[j] += plen; /* increment counting of buffer for j-th IS */
7357         psum += plen;
7358         ptr_idxs += plen+1; /* shift pointer to received data */
7359       }
7360     }
7361     ierr = PetscMalloc1(nis,&temp_idxs);CHKERRQ(ierr);
7362     ierr = PetscMalloc1(psum,&temp_idxs[0]);CHKERRQ(ierr);
7363     for (i=1;i<nis;i++) {
7364       temp_idxs[i] = temp_idxs[i-1]+count_is[i-1];
7365     }
7366     ierr = PetscMemzero(count_is,nis*sizeof(PetscInt));CHKERRQ(ierr);
7367     ptr_idxs = recv_buffer_idxs_is;
7368     for (i=0;i<n_recvs;i++) {
7369       for (j=0;j<nis;j++) {
7370         PetscInt plen = *(ptr_idxs); /* first element is the local size of IS's indices */
7371         ierr = PetscMemcpy(&temp_idxs[j][count_is[j]],ptr_idxs+1,plen*sizeof(PetscInt));CHKERRQ(ierr);
7372         count_is[j] += plen; /* increment starting point of buffer for j-th IS */
7373         ptr_idxs += plen+1; /* shift pointer to received data */
7374       }
7375     }
7376     for (i=0;i<nis;i++) {
7377       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7378       ierr = PetscSortRemoveDupsInt(&count_is[i],temp_idxs[i]);CHKERRQ(ierr);CHKERRQ(ierr);
7379       ierr = ISCreateGeneral(comm_n,count_is[i],temp_idxs[i],PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
7380     }
7381     ierr = PetscFree(count_is);CHKERRQ(ierr);
7382     ierr = PetscFree(temp_idxs[0]);CHKERRQ(ierr);
7383     ierr = PetscFree(temp_idxs);CHKERRQ(ierr);
7384   }
7385   /* free workspace */
7386   ierr = PetscFree(recv_buffer_idxs_is);CHKERRQ(ierr);
7387   ierr = MPI_Waitall(n_sends,send_req_idxs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7388   ierr = PetscFree(send_buffer_idxs);CHKERRQ(ierr);
7389   ierr = MPI_Waitall(n_sends,send_req_vals,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7390   if (isdense) {
7391     ierr = MatISGetLocalMat(mat,&local_mat);CHKERRQ(ierr);
7392     ierr = MatDenseRestoreArray(local_mat,&send_buffer_vals);CHKERRQ(ierr);
7393     ierr = MatISRestoreLocalMat(mat,&local_mat);CHKERRQ(ierr);
7394   } else {
7395     /* ierr = PetscFree(send_buffer_vals);CHKERRQ(ierr); */
7396   }
7397   if (nis) {
7398     ierr = MPI_Waitall(n_sends,send_req_idxs_is,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7399     ierr = PetscFree(send_buffer_idxs_is);CHKERRQ(ierr);
7400   }
7401 
7402   if (nvecs) {
7403     ierr = MPI_Waitall(n_recvs,recv_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7404     ierr = MPI_Waitall(n_sends,send_req_vecs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
7405     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7406     ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
7407     ierr = VecCreate(comm_n,&nnsp_vec[0]);CHKERRQ(ierr);
7408     ierr = VecSetSizes(nnsp_vec[0],new_local_rows,PETSC_DECIDE);CHKERRQ(ierr);
7409     ierr = VecSetType(nnsp_vec[0],VECSTANDARD);CHKERRQ(ierr);
7410     /* set values */
7411     ptr_vals = recv_buffer_vecs;
7412     ptr_idxs = recv_buffer_idxs_local;
7413     ierr = VecGetArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7414     for (i=0;i<n_recvs;i++) {
7415       PetscInt j;
7416       for (j=0;j<*(ptr_idxs+1);j++) {
7417         send_buffer_vecs[*(ptr_idxs+2+j)] += *(ptr_vals + j);
7418       }
7419       ptr_idxs += olengths_idxs[i];
7420       ptr_vals += olengths_idxs[i]-2;
7421     }
7422     ierr = VecRestoreArray(nnsp_vec[0],&send_buffer_vecs);CHKERRQ(ierr);
7423     ierr = VecAssemblyBegin(nnsp_vec[0]);CHKERRQ(ierr);
7424     ierr = VecAssemblyEnd(nnsp_vec[0]);CHKERRQ(ierr);
7425   }
7426 
7427   ierr = PetscFree(recv_buffer_vecs);CHKERRQ(ierr);
7428   ierr = PetscFree(recv_buffer_idxs_local);CHKERRQ(ierr);
7429   ierr = PetscFree(recv_req_idxs);CHKERRQ(ierr);
7430   ierr = PetscFree(recv_req_vals);CHKERRQ(ierr);
7431   ierr = PetscFree(recv_req_vecs);CHKERRQ(ierr);
7432   ierr = PetscFree(recv_req_idxs_is);CHKERRQ(ierr);
7433   ierr = PetscFree(send_req_idxs);CHKERRQ(ierr);
7434   ierr = PetscFree(send_req_vals);CHKERRQ(ierr);
7435   ierr = PetscFree(send_req_vecs);CHKERRQ(ierr);
7436   ierr = PetscFree(send_req_idxs_is);CHKERRQ(ierr);
7437   ierr = PetscFree(ilengths_vals);CHKERRQ(ierr);
7438   ierr = PetscFree(ilengths_idxs);CHKERRQ(ierr);
7439   ierr = PetscFree(olengths_vals);CHKERRQ(ierr);
7440   ierr = PetscFree(olengths_idxs);CHKERRQ(ierr);
7441   ierr = PetscFree(onodes);CHKERRQ(ierr);
7442   if (nis) {
7443     ierr = PetscFree(ilengths_idxs_is);CHKERRQ(ierr);
7444     ierr = PetscFree(olengths_idxs_is);CHKERRQ(ierr);
7445     ierr = PetscFree(onodes_is);CHKERRQ(ierr);
7446   }
7447   ierr = PetscSubcommDestroy(&subcomm);CHKERRQ(ierr);
7448   if (destroy_mat) { /* destroy mat is true only if restrict comm is true and process will not partecipate */
7449     ierr = MatDestroy(mat_n);CHKERRQ(ierr);
7450     for (i=0;i<nis;i++) {
7451       ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7452     }
7453     if (nvecs) { /* need to match VecDestroy nnsp_vec called in the other code path */
7454       ierr = VecDestroy(&nnsp_vec[0]);CHKERRQ(ierr);
7455     }
7456     *mat_n = NULL;
7457   }
7458   PetscFunctionReturn(0);
7459 }
7460 
7461 /* temporary hack into ksp private data structure */
7462 #include <petsc/private/kspimpl.h>
7463 
7464 PetscErrorCode PCBDDCSetUpCoarseSolver(PC pc,PetscScalar* coarse_submat_vals)
7465 {
7466   PC_BDDC                *pcbddc = (PC_BDDC*)pc->data;
7467   PC_IS                  *pcis = (PC_IS*)pc->data;
7468   Mat                    coarse_mat,coarse_mat_is,coarse_submat_dense;
7469   Mat                    coarsedivudotp = NULL;
7470   Mat                    coarseG,t_coarse_mat_is;
7471   MatNullSpace           CoarseNullSpace = NULL;
7472   ISLocalToGlobalMapping coarse_islg;
7473   IS                     coarse_is,*isarray;
7474   PetscInt               i,im_active=-1,active_procs=-1;
7475   PetscInt               nis,nisdofs,nisneu,nisvert;
7476   PC                     pc_temp;
7477   PCType                 coarse_pc_type;
7478   KSPType                coarse_ksp_type;
7479   PetscBool              multilevel_requested,multilevel_allowed;
7480   PetscBool              coarse_reuse;
7481   PetscInt               ncoarse,nedcfield;
7482   PetscBool              compute_vecs = PETSC_FALSE;
7483   PetscScalar            *array;
7484   MatReuse               coarse_mat_reuse;
7485   PetscBool              restr, full_restr, have_void;
7486   PetscMPIInt            commsize;
7487   PetscErrorCode         ierr;
7488 
7489   PetscFunctionBegin;
7490   /* Assign global numbering to coarse dofs */
7491   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 */
7492     PetscInt ocoarse_size;
7493     compute_vecs = PETSC_TRUE;
7494 
7495     pcbddc->new_primal_space = PETSC_TRUE;
7496     ocoarse_size = pcbddc->coarse_size;
7497     ierr = PetscFree(pcbddc->global_primal_indices);CHKERRQ(ierr);
7498     ierr = PCBDDCComputePrimalNumbering(pc,&pcbddc->coarse_size,&pcbddc->global_primal_indices);CHKERRQ(ierr);
7499     /* see if we can avoid some work */
7500     if (pcbddc->coarse_ksp) { /* coarse ksp has already been created */
7501       /* if the coarse size is different or we are using adaptive selection, better to not reuse the coarse matrix */
7502       if (ocoarse_size != pcbddc->coarse_size || pcbddc->adaptive_selection) {
7503         ierr = KSPReset(pcbddc->coarse_ksp);CHKERRQ(ierr);
7504         coarse_reuse = PETSC_FALSE;
7505       } else { /* we can safely reuse already computed coarse matrix */
7506         coarse_reuse = PETSC_TRUE;
7507       }
7508     } else { /* there's no coarse ksp, so we need to create the coarse matrix too */
7509       coarse_reuse = PETSC_FALSE;
7510     }
7511     /* reset any subassembling information */
7512     if (!coarse_reuse || pcbddc->recompute_topography) {
7513       ierr = ISDestroy(&pcbddc->coarse_subassembling);CHKERRQ(ierr);
7514     }
7515   } else { /* primal space is unchanged, so we can reuse coarse matrix */
7516     coarse_reuse = PETSC_TRUE;
7517   }
7518   /* assemble coarse matrix */
7519   if (coarse_reuse && pcbddc->coarse_ksp) {
7520     ierr = KSPGetOperators(pcbddc->coarse_ksp,&coarse_mat,NULL);CHKERRQ(ierr);
7521     ierr = PetscObjectReference((PetscObject)coarse_mat);CHKERRQ(ierr);
7522     coarse_mat_reuse = MAT_REUSE_MATRIX;
7523   } else {
7524     coarse_mat = NULL;
7525     coarse_mat_reuse = MAT_INITIAL_MATRIX;
7526   }
7527 
7528   /* creates temporary l2gmap and IS for coarse indexes */
7529   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),pcbddc->local_primal_size,pcbddc->global_primal_indices,PETSC_COPY_VALUES,&coarse_is);CHKERRQ(ierr);
7530   ierr = ISLocalToGlobalMappingCreateIS(coarse_is,&coarse_islg);CHKERRQ(ierr);
7531 
7532   /* creates temporary MATIS object for coarse matrix */
7533   ierr = MatCreateSeqDense(PETSC_COMM_SELF,pcbddc->local_primal_size,pcbddc->local_primal_size,NULL,&coarse_submat_dense);CHKERRQ(ierr);
7534   ierr = MatDenseGetArray(coarse_submat_dense,&array);CHKERRQ(ierr);
7535   ierr = PetscMemcpy(array,coarse_submat_vals,sizeof(*coarse_submat_vals)*pcbddc->local_primal_size*pcbddc->local_primal_size);CHKERRQ(ierr);
7536   ierr = MatDenseRestoreArray(coarse_submat_dense,&array);CHKERRQ(ierr);
7537   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);
7538   ierr = MatISSetLocalMat(t_coarse_mat_is,coarse_submat_dense);CHKERRQ(ierr);
7539   ierr = MatAssemblyBegin(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7540   ierr = MatAssemblyEnd(t_coarse_mat_is,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
7541   ierr = MatDestroy(&coarse_submat_dense);CHKERRQ(ierr);
7542 
7543   /* count "active" (i.e. with positive local size) and "void" processes */
7544   im_active = !!(pcis->n);
7545   ierr = MPIU_Allreduce(&im_active,&active_procs,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7546 
7547   /* determine number of processes partecipating to coarse solver and compute subassembling pattern */
7548   /* restr : whether if we want to exclude senders (which are not receivers) from the subassembling pattern */
7549   /* full_restr : just use the receivers from the subassembling pattern */
7550   ierr = MPI_Comm_size(PetscObjectComm((PetscObject)pc),&commsize);CHKERRQ(ierr);
7551   coarse_mat_is = NULL;
7552   multilevel_allowed = PETSC_FALSE;
7553   multilevel_requested = PETSC_FALSE;
7554   pcbddc->coarse_eqs_per_proc = PetscMin(PetscMax(pcbddc->coarse_size,1),pcbddc->coarse_eqs_per_proc);
7555   if (pcbddc->current_level < pcbddc->max_levels) multilevel_requested = PETSC_TRUE;
7556   if (multilevel_requested) {
7557     ncoarse = active_procs/pcbddc->coarsening_ratio;
7558     restr = PETSC_FALSE;
7559     full_restr = PETSC_FALSE;
7560   } else {
7561     ncoarse = pcbddc->coarse_size/pcbddc->coarse_eqs_per_proc;
7562     restr = PETSC_TRUE;
7563     full_restr = PETSC_TRUE;
7564   }
7565   if (!pcbddc->coarse_size || commsize == 1) multilevel_allowed = multilevel_requested = restr = full_restr = PETSC_FALSE;
7566   ncoarse = PetscMax(1,ncoarse);
7567   if (!pcbddc->coarse_subassembling) {
7568     if (pcbddc->coarsening_ratio > 1) {
7569       if (multilevel_requested) {
7570         ierr = PCBDDCMatISGetSubassemblingPattern(pc->pmat,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
7571       } else {
7572         ierr = PCBDDCMatISGetSubassemblingPattern(t_coarse_mat_is,&ncoarse,pcbddc->coarse_adj_red,&pcbddc->coarse_subassembling,&have_void);CHKERRQ(ierr);
7573       }
7574     } else {
7575       PetscMPIInt rank;
7576       ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)pc),&rank);CHKERRQ(ierr);
7577       have_void = (active_procs == (PetscInt)commsize) ? PETSC_FALSE : PETSC_TRUE;
7578       ierr = ISCreateStride(PetscObjectComm((PetscObject)pc),1,rank,1,&pcbddc->coarse_subassembling);CHKERRQ(ierr);
7579     }
7580   } else { /* if a subassembling pattern exists, then we can reuse the coarse ksp and compute the number of process involved */
7581     PetscInt    psum;
7582     if (pcbddc->coarse_ksp) psum = 1;
7583     else psum = 0;
7584     ierr = MPIU_Allreduce(&psum,&ncoarse,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7585     if (ncoarse < commsize) have_void = PETSC_TRUE;
7586   }
7587   /* determine if we can go multilevel */
7588   if (multilevel_requested) {
7589     if (ncoarse > 1) multilevel_allowed = PETSC_TRUE; /* found enough processes */
7590     else restr = full_restr = PETSC_TRUE; /* 1 subdomain, use a direct solver */
7591   }
7592   if (multilevel_allowed && have_void) restr = PETSC_TRUE;
7593 
7594   /* dump subassembling pattern */
7595   if (pcbddc->dbg_flag && multilevel_allowed) {
7596     ierr = ISView(pcbddc->coarse_subassembling,pcbddc->dbg_viewer);CHKERRQ(ierr);
7597   }
7598 
7599   /* compute dofs splitting and neumann boundaries for coarse dofs */
7600   nedcfield = -1;
7601   if (multilevel_allowed && !coarse_reuse && (pcbddc->n_ISForDofsLocal || pcbddc->NeumannBoundariesLocal || pcbddc->nedclocal)) { /* protects from unneded computations */
7602     PetscInt               *tidxs,*tidxs2,nout,tsize,i;
7603     const PetscInt         *idxs;
7604     ISLocalToGlobalMapping tmap;
7605 
7606     /* create map between primal indices (in local representative ordering) and local primal numbering */
7607     ierr = ISLocalToGlobalMappingCreate(PETSC_COMM_SELF,1,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,PETSC_COPY_VALUES,&tmap);CHKERRQ(ierr);
7608     /* allocate space for temporary storage */
7609     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs);CHKERRQ(ierr);
7610     ierr = PetscMalloc1(pcbddc->local_primal_size,&tidxs2);CHKERRQ(ierr);
7611     /* allocate for IS array */
7612     nisdofs = pcbddc->n_ISForDofsLocal;
7613     if (pcbddc->nedclocal) {
7614       if (pcbddc->nedfield > -1) {
7615         nedcfield = pcbddc->nedfield;
7616       } else {
7617         nedcfield = 0;
7618         if (nisdofs) SETERRQ1(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"This should not happen (%d)",nisdofs);
7619         nisdofs = 1;
7620       }
7621     }
7622     nisneu = !!pcbddc->NeumannBoundariesLocal;
7623     nisvert = 0; /* nisvert is not used */
7624     nis = nisdofs + nisneu + nisvert;
7625     ierr = PetscMalloc1(nis,&isarray);CHKERRQ(ierr);
7626     /* dofs splitting */
7627     for (i=0;i<nisdofs;i++) {
7628       /* ierr = ISView(pcbddc->ISForDofsLocal[i],0);CHKERRQ(ierr); */
7629       if (nedcfield != i) {
7630         ierr = ISGetLocalSize(pcbddc->ISForDofsLocal[i],&tsize);CHKERRQ(ierr);
7631         ierr = ISGetIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
7632         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7633         ierr = ISRestoreIndices(pcbddc->ISForDofsLocal[i],&idxs);CHKERRQ(ierr);
7634       } else {
7635         ierr = ISGetLocalSize(pcbddc->nedclocal,&tsize);CHKERRQ(ierr);
7636         ierr = ISGetIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
7637         ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7638         if (tsize != nout) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Failed when mapping coarse nedelec field! %d != %d\n",tsize,nout);
7639         ierr = ISRestoreIndices(pcbddc->nedclocal,&idxs);CHKERRQ(ierr);
7640       }
7641       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
7642       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[i]);CHKERRQ(ierr);
7643       /* ierr = ISView(isarray[i],0);CHKERRQ(ierr); */
7644     }
7645     /* neumann boundaries */
7646     if (pcbddc->NeumannBoundariesLocal) {
7647       /* ierr = ISView(pcbddc->NeumannBoundariesLocal,0);CHKERRQ(ierr); */
7648       ierr = ISGetLocalSize(pcbddc->NeumannBoundariesLocal,&tsize);CHKERRQ(ierr);
7649       ierr = ISGetIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
7650       ierr = ISGlobalToLocalMappingApply(tmap,IS_GTOLM_DROP,tsize,idxs,&nout,tidxs);CHKERRQ(ierr);
7651       ierr = ISRestoreIndices(pcbddc->NeumannBoundariesLocal,&idxs);CHKERRQ(ierr);
7652       ierr = ISLocalToGlobalMappingApply(coarse_islg,nout,tidxs,tidxs2);CHKERRQ(ierr);
7653       ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),nout,tidxs2,PETSC_COPY_VALUES,&isarray[nisdofs]);CHKERRQ(ierr);
7654       /* ierr = ISView(isarray[nisdofs],0);CHKERRQ(ierr); */
7655     }
7656     /* free memory */
7657     ierr = PetscFree(tidxs);CHKERRQ(ierr);
7658     ierr = PetscFree(tidxs2);CHKERRQ(ierr);
7659     ierr = ISLocalToGlobalMappingDestroy(&tmap);CHKERRQ(ierr);
7660   } else {
7661     nis = 0;
7662     nisdofs = 0;
7663     nisneu = 0;
7664     nisvert = 0;
7665     isarray = NULL;
7666   }
7667   /* destroy no longer needed map */
7668   ierr = ISLocalToGlobalMappingDestroy(&coarse_islg);CHKERRQ(ierr);
7669 
7670   /* subassemble */
7671   if (multilevel_allowed) {
7672     Vec       vp[1];
7673     PetscInt  nvecs = 0;
7674     PetscBool reuse,reuser;
7675 
7676     if (coarse_mat) reuse = PETSC_TRUE;
7677     else reuse = PETSC_FALSE;
7678     ierr = MPIU_Allreduce(&reuse,&reuser,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
7679     vp[0] = NULL;
7680     if (pcbddc->benign_have_null) { /* propagate no-net-flux quadrature to coarser level */
7681       ierr = VecCreate(PetscObjectComm((PetscObject)pc),&vp[0]);CHKERRQ(ierr);
7682       ierr = VecSetSizes(vp[0],pcbddc->local_primal_size,PETSC_DECIDE);CHKERRQ(ierr);
7683       ierr = VecSetType(vp[0],VECSTANDARD);CHKERRQ(ierr);
7684       nvecs = 1;
7685 
7686       if (pcbddc->divudotp) {
7687         Mat      B,loc_divudotp;
7688         Vec      v,p;
7689         IS       dummy;
7690         PetscInt np;
7691 
7692         ierr = MatISGetLocalMat(pcbddc->divudotp,&loc_divudotp);CHKERRQ(ierr);
7693         ierr = MatGetSize(loc_divudotp,&np,NULL);CHKERRQ(ierr);
7694         ierr = ISCreateStride(PETSC_COMM_SELF,np,0,1,&dummy);CHKERRQ(ierr);
7695         ierr = MatCreateSubMatrix(loc_divudotp,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B);CHKERRQ(ierr);
7696         ierr = MatCreateVecs(B,&v,&p);CHKERRQ(ierr);
7697         ierr = VecSet(p,1.);CHKERRQ(ierr);
7698         ierr = MatMultTranspose(B,p,v);CHKERRQ(ierr);
7699         ierr = VecDestroy(&p);CHKERRQ(ierr);
7700         ierr = MatDestroy(&B);CHKERRQ(ierr);
7701         ierr = VecGetArray(vp[0],&array);CHKERRQ(ierr);
7702         ierr = VecPlaceArray(pcbddc->vec1_P,array);CHKERRQ(ierr);
7703         ierr = VecRestoreArray(vp[0],&array);CHKERRQ(ierr);
7704         ierr = MatMultTranspose(pcbddc->coarse_phi_B,v,pcbddc->vec1_P);CHKERRQ(ierr);
7705         ierr = VecResetArray(pcbddc->vec1_P);CHKERRQ(ierr);
7706         ierr = ISDestroy(&dummy);CHKERRQ(ierr);
7707         ierr = VecDestroy(&v);CHKERRQ(ierr);
7708       }
7709     }
7710     if (reuser) {
7711       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_TRUE,&coarse_mat,nis,isarray,nvecs,vp);CHKERRQ(ierr);
7712     } else {
7713       ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,nis,isarray,nvecs,vp);CHKERRQ(ierr);
7714     }
7715     if (vp[0]) { /* vp[0] could have been placed on a different set of processes */
7716       PetscScalar *arraym,*arrayv;
7717       PetscInt    nl;
7718       ierr = VecGetLocalSize(vp[0],&nl);CHKERRQ(ierr);
7719       ierr = MatCreateSeqDense(PETSC_COMM_SELF,1,nl,NULL,&coarsedivudotp);CHKERRQ(ierr);
7720       ierr = MatDenseGetArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
7721       ierr = VecGetArray(vp[0],&arrayv);CHKERRQ(ierr);
7722       ierr = PetscMemcpy(arraym,arrayv,nl*sizeof(PetscScalar));CHKERRQ(ierr);
7723       ierr = VecRestoreArray(vp[0],&arrayv);CHKERRQ(ierr);
7724       ierr = MatDenseRestoreArray(coarsedivudotp,&arraym);CHKERRQ(ierr);
7725       ierr = VecDestroy(&vp[0]);CHKERRQ(ierr);
7726     } else {
7727       ierr = MatCreateSeqAIJ(PETSC_COMM_SELF,0,0,1,NULL,&coarsedivudotp);CHKERRQ(ierr);
7728     }
7729   } else {
7730     ierr = PCBDDCMatISSubassemble(t_coarse_mat_is,pcbddc->coarse_subassembling,0,restr,full_restr,PETSC_FALSE,&coarse_mat_is,0,NULL,0,NULL);CHKERRQ(ierr);
7731   }
7732   if (coarse_mat_is || coarse_mat) {
7733     PetscMPIInt size;
7734     ierr = MPI_Comm_size(PetscObjectComm((PetscObject)coarse_mat_is),&size);CHKERRQ(ierr);
7735     if (!multilevel_allowed) {
7736       ierr = MatISGetMPIXAIJ(coarse_mat_is,coarse_mat_reuse,&coarse_mat);CHKERRQ(ierr);
7737     } else {
7738       Mat A;
7739 
7740       /* if this matrix is present, it means we are not reusing the coarse matrix */
7741       if (coarse_mat_is) {
7742         if (coarse_mat) SETERRQ(PetscObjectComm((PetscObject)coarse_mat_is),PETSC_ERR_PLIB,"This should not happen");
7743         ierr = PetscObjectReference((PetscObject)coarse_mat_is);CHKERRQ(ierr);
7744         coarse_mat = coarse_mat_is;
7745       }
7746       /* be sure we don't have MatSeqDENSE as local mat */
7747       ierr = MatISGetLocalMat(coarse_mat,&A);CHKERRQ(ierr);
7748       ierr = MatConvert(A,MATSEQAIJ,MAT_INPLACE_MATRIX,&A);CHKERRQ(ierr);
7749     }
7750   }
7751   ierr = MatDestroy(&t_coarse_mat_is);CHKERRQ(ierr);
7752   ierr = MatDestroy(&coarse_mat_is);CHKERRQ(ierr);
7753 
7754   /* create local to global scatters for coarse problem */
7755   if (compute_vecs) {
7756     PetscInt lrows;
7757     ierr = VecDestroy(&pcbddc->coarse_vec);CHKERRQ(ierr);
7758     if (coarse_mat) {
7759       ierr = MatGetLocalSize(coarse_mat,&lrows,NULL);CHKERRQ(ierr);
7760     } else {
7761       lrows = 0;
7762     }
7763     ierr = VecCreate(PetscObjectComm((PetscObject)pc),&pcbddc->coarse_vec);CHKERRQ(ierr);
7764     ierr = VecSetSizes(pcbddc->coarse_vec,lrows,PETSC_DECIDE);CHKERRQ(ierr);
7765     ierr = VecSetType(pcbddc->coarse_vec,VECSTANDARD);CHKERRQ(ierr);
7766     ierr = VecScatterDestroy(&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
7767     ierr = VecScatterCreate(pcbddc->vec1_P,NULL,pcbddc->coarse_vec,coarse_is,&pcbddc->coarse_loc_to_glob);CHKERRQ(ierr);
7768   }
7769   ierr = ISDestroy(&coarse_is);CHKERRQ(ierr);
7770 
7771   /* set defaults for coarse KSP and PC */
7772   if (multilevel_allowed) {
7773     coarse_ksp_type = KSPRICHARDSON;
7774     coarse_pc_type = PCBDDC;
7775   } else {
7776     coarse_ksp_type = KSPPREONLY;
7777     coarse_pc_type = PCREDUNDANT;
7778   }
7779 
7780   /* print some info if requested */
7781   if (pcbddc->dbg_flag) {
7782     if (!multilevel_allowed) {
7783       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
7784       if (multilevel_requested) {
7785         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);
7786       } else if (pcbddc->max_levels) {
7787         ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Maximum number of requested levels reached (%d)\n",pcbddc->max_levels);CHKERRQ(ierr);
7788       }
7789       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
7790     }
7791   }
7792 
7793   /* communicate coarse discrete gradient */
7794   coarseG = NULL;
7795   if (pcbddc->nedcG && multilevel_allowed) {
7796     MPI_Comm ccomm;
7797     if (coarse_mat) {
7798       ccomm = PetscObjectComm((PetscObject)coarse_mat);
7799     } else {
7800       ccomm = MPI_COMM_NULL;
7801     }
7802     ierr = MatMPIAIJRestrict(pcbddc->nedcG,ccomm,&coarseG);CHKERRQ(ierr);
7803   }
7804 
7805   /* create the coarse KSP object only once with defaults */
7806   if (coarse_mat) {
7807     PetscBool   isredundant,isnn,isbddc;
7808     PetscViewer dbg_viewer = NULL;
7809 
7810     if (pcbddc->dbg_flag) {
7811       dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)coarse_mat));
7812       ierr = PetscViewerASCIIAddTab(dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
7813     }
7814     if (!pcbddc->coarse_ksp) {
7815       char prefix[256],str_level[16];
7816       size_t len;
7817 
7818       ierr = KSPCreate(PetscObjectComm((PetscObject)coarse_mat),&pcbddc->coarse_ksp);CHKERRQ(ierr);
7819       ierr = KSPSetErrorIfNotConverged(pcbddc->coarse_ksp,pc->erroriffailure);CHKERRQ(ierr);
7820       ierr = PetscObjectIncrementTabLevel((PetscObject)pcbddc->coarse_ksp,(PetscObject)pc,1);CHKERRQ(ierr);
7821       ierr = KSPSetTolerances(pcbddc->coarse_ksp,PETSC_DEFAULT,PETSC_DEFAULT,PETSC_DEFAULT,1);CHKERRQ(ierr);
7822       ierr = KSPSetOperators(pcbddc->coarse_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
7823       ierr = KSPSetType(pcbddc->coarse_ksp,coarse_ksp_type);CHKERRQ(ierr);
7824       ierr = KSPSetNormType(pcbddc->coarse_ksp,KSP_NORM_NONE);CHKERRQ(ierr);
7825       ierr = KSPGetPC(pcbddc->coarse_ksp,&pc_temp);CHKERRQ(ierr);
7826       /* TODO is this logic correct? should check for coarse_mat type */
7827       ierr = PCSetType(pc_temp,coarse_pc_type);CHKERRQ(ierr);
7828       /* prefix */
7829       ierr = PetscStrcpy(prefix,"");CHKERRQ(ierr);
7830       ierr = PetscStrcpy(str_level,"");CHKERRQ(ierr);
7831       if (!pcbddc->current_level) {
7832         ierr = PetscStrcpy(prefix,((PetscObject)pc)->prefix);CHKERRQ(ierr);
7833         ierr = PetscStrcat(prefix,"pc_bddc_coarse_");CHKERRQ(ierr);
7834       } else {
7835         ierr = PetscStrlen(((PetscObject)pc)->prefix,&len);CHKERRQ(ierr);
7836         if (pcbddc->current_level>1) len -= 3; /* remove "lX_" with X level number */
7837         if (pcbddc->current_level>10) len -= 1; /* remove another char from level number */
7838         ierr = PetscStrncpy(prefix,((PetscObject)pc)->prefix,len+1);CHKERRQ(ierr);
7839         ierr = PetscSNPrintf(str_level,sizeof(str_level),"l%d_",(int)(pcbddc->current_level));CHKERRQ(ierr);
7840         ierr = PetscStrcat(prefix,str_level);CHKERRQ(ierr);
7841       }
7842       ierr = KSPSetOptionsPrefix(pcbddc->coarse_ksp,prefix);CHKERRQ(ierr);
7843       /* propagate BDDC info to the next level (these are dummy calls if pc_temp is not of type PCBDDC) */
7844       ierr = PCBDDCSetLevel(pc_temp,pcbddc->current_level+1);CHKERRQ(ierr);
7845       ierr = PCBDDCSetCoarseningRatio(pc_temp,pcbddc->coarsening_ratio);CHKERRQ(ierr);
7846       ierr = PCBDDCSetLevels(pc_temp,pcbddc->max_levels);CHKERRQ(ierr);
7847       /* allow user customization */
7848       ierr = KSPSetFromOptions(pcbddc->coarse_ksp);CHKERRQ(ierr);
7849     }
7850     /* propagate BDDC info to the next level (these are dummy calls if pc_temp is not of type PCBDDC) */
7851     ierr = KSPGetPC(pcbddc->coarse_ksp,&pc_temp);CHKERRQ(ierr);
7852     if (nisdofs) {
7853       ierr = PCBDDCSetDofsSplitting(pc_temp,nisdofs,isarray);CHKERRQ(ierr);
7854       for (i=0;i<nisdofs;i++) {
7855         ierr = ISDestroy(&isarray[i]);CHKERRQ(ierr);
7856       }
7857     }
7858     if (nisneu) {
7859       ierr = PCBDDCSetNeumannBoundaries(pc_temp,isarray[nisdofs]);CHKERRQ(ierr);
7860       ierr = ISDestroy(&isarray[nisdofs]);CHKERRQ(ierr);
7861     }
7862     if (nisvert) {
7863       ierr = PCBDDCSetPrimalVerticesIS(pc_temp,isarray[nis-1]);CHKERRQ(ierr);
7864       ierr = ISDestroy(&isarray[nis-1]);CHKERRQ(ierr);
7865     }
7866     if (coarseG) {
7867       ierr = PCBDDCSetDiscreteGradient(pc_temp,coarseG,1,nedcfield,PETSC_FALSE,PETSC_TRUE);CHKERRQ(ierr);
7868     }
7869 
7870     /* get some info after set from options */
7871     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
7872     /* multilevel can only be requested via -pc_bddc_levels or PCBDDCSetLevels */
7873     if (isbddc && !multilevel_allowed) {
7874       ierr   = PCSetType(pc_temp,coarse_pc_type);CHKERRQ(ierr);
7875       isbddc = PETSC_FALSE;
7876     }
7877     /* multilevel cannot be done with coarse PCs different from BDDC or NN */
7878     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCNN,&isnn);CHKERRQ(ierr);
7879     if (multilevel_requested && multilevel_allowed && !isbddc && !isnn) {
7880       ierr   = PCSetType(pc_temp,PCBDDC);CHKERRQ(ierr);
7881       isbddc = PETSC_TRUE;
7882     }
7883     ierr = PCFactorSetReuseFill(pc_temp,PETSC_TRUE);CHKERRQ(ierr);
7884     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCREDUNDANT,&isredundant);CHKERRQ(ierr);
7885     if (isredundant) {
7886       KSP inner_ksp;
7887       PC  inner_pc;
7888 
7889       ierr = PCRedundantGetKSP(pc_temp,&inner_ksp);CHKERRQ(ierr);
7890       ierr = KSPGetPC(inner_ksp,&inner_pc);CHKERRQ(ierr);
7891       ierr = PCFactorSetReuseFill(inner_pc,PETSC_TRUE);CHKERRQ(ierr);
7892     }
7893 
7894     /* parameters which miss an API */
7895     ierr = PetscObjectTypeCompare((PetscObject)pc_temp,PCBDDC,&isbddc);CHKERRQ(ierr);
7896     if (isbddc) {
7897       PC_BDDC* pcbddc_coarse = (PC_BDDC*)pc_temp->data;
7898 
7899       pcbddc_coarse->detect_disconnected = PETSC_TRUE;
7900       pcbddc_coarse->coarse_eqs_per_proc = pcbddc->coarse_eqs_per_proc;
7901       pcbddc_coarse->benign_saddle_point = pcbddc->benign_have_null;
7902       if (pcbddc_coarse->benign_saddle_point) {
7903         Mat                    coarsedivudotp_is;
7904         ISLocalToGlobalMapping l2gmap,rl2g,cl2g;
7905         IS                     row,col;
7906         const PetscInt         *gidxs;
7907         PetscInt               n,st,M,N;
7908 
7909         ierr = MatGetSize(coarsedivudotp,&n,NULL);CHKERRQ(ierr);
7910         ierr = MPI_Scan(&n,&st,1,MPIU_INT,MPI_SUM,PetscObjectComm((PetscObject)coarse_mat));CHKERRQ(ierr);
7911         st   = st-n;
7912         ierr = ISCreateStride(PetscObjectComm((PetscObject)coarse_mat),1,st,1,&row);CHKERRQ(ierr);
7913         ierr = MatGetLocalToGlobalMapping(coarse_mat,&l2gmap,NULL);CHKERRQ(ierr);
7914         ierr = ISLocalToGlobalMappingGetSize(l2gmap,&n);CHKERRQ(ierr);
7915         ierr = ISLocalToGlobalMappingGetIndices(l2gmap,&gidxs);CHKERRQ(ierr);
7916         ierr = ISCreateGeneral(PetscObjectComm((PetscObject)coarse_mat),n,gidxs,PETSC_COPY_VALUES,&col);CHKERRQ(ierr);
7917         ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap,&gidxs);CHKERRQ(ierr);
7918         ierr = ISLocalToGlobalMappingCreateIS(row,&rl2g);CHKERRQ(ierr);
7919         ierr = ISLocalToGlobalMappingCreateIS(col,&cl2g);CHKERRQ(ierr);
7920         ierr = ISGetSize(row,&M);CHKERRQ(ierr);
7921         ierr = MatGetSize(coarse_mat,&N,NULL);CHKERRQ(ierr);
7922         ierr = ISDestroy(&row);CHKERRQ(ierr);
7923         ierr = ISDestroy(&col);CHKERRQ(ierr);
7924         ierr = MatCreate(PetscObjectComm((PetscObject)coarse_mat),&coarsedivudotp_is);CHKERRQ(ierr);
7925         ierr = MatSetType(coarsedivudotp_is,MATIS);CHKERRQ(ierr);
7926         ierr = MatSetSizes(coarsedivudotp_is,PETSC_DECIDE,PETSC_DECIDE,M,N);CHKERRQ(ierr);
7927         ierr = MatSetLocalToGlobalMapping(coarsedivudotp_is,rl2g,cl2g);CHKERRQ(ierr);
7928         ierr = ISLocalToGlobalMappingDestroy(&rl2g);CHKERRQ(ierr);
7929         ierr = ISLocalToGlobalMappingDestroy(&cl2g);CHKERRQ(ierr);
7930         ierr = MatISSetLocalMat(coarsedivudotp_is,coarsedivudotp);CHKERRQ(ierr);
7931         ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
7932         ierr = PCBDDCSetDivergenceMat(pc_temp,coarsedivudotp_is,PETSC_FALSE,NULL);CHKERRQ(ierr);
7933         ierr = MatDestroy(&coarsedivudotp_is);CHKERRQ(ierr);
7934         pcbddc_coarse->adaptive_userdefined = PETSC_TRUE;
7935         if (pcbddc->adaptive_threshold < 1.0) pcbddc_coarse->deluxe_zerorows = PETSC_TRUE;
7936       }
7937     }
7938 
7939     /* propagate symmetry info of coarse matrix */
7940     ierr = MatSetOption(coarse_mat,MAT_STRUCTURALLY_SYMMETRIC,PETSC_TRUE);CHKERRQ(ierr);
7941     if (pc->pmat->symmetric_set) {
7942       ierr = MatSetOption(coarse_mat,MAT_SYMMETRIC,pc->pmat->symmetric);CHKERRQ(ierr);
7943     }
7944     if (pc->pmat->hermitian_set) {
7945       ierr = MatSetOption(coarse_mat,MAT_HERMITIAN,pc->pmat->hermitian);CHKERRQ(ierr);
7946     }
7947     if (pc->pmat->spd_set) {
7948       ierr = MatSetOption(coarse_mat,MAT_SPD,pc->pmat->spd);CHKERRQ(ierr);
7949     }
7950     if (pcbddc->benign_saddle_point && !pcbddc->benign_have_null) {
7951       ierr = MatSetOption(coarse_mat,MAT_SPD,PETSC_TRUE);CHKERRQ(ierr);
7952     }
7953     /* set operators */
7954     ierr = KSPSetOperators(pcbddc->coarse_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
7955     if (pcbddc->dbg_flag) {
7956       ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*pcbddc->current_level);CHKERRQ(ierr);
7957     }
7958   }
7959   ierr = MatDestroy(&coarseG);CHKERRQ(ierr);
7960   ierr = PetscFree(isarray);CHKERRQ(ierr);
7961 #if 0
7962   {
7963     PetscViewer viewer;
7964     char filename[256];
7965     sprintf(filename,"coarse_mat_level%d.m",pcbddc->current_level);
7966     ierr = PetscViewerASCIIOpen(PetscObjectComm((PetscObject)coarse_mat),filename,&viewer);CHKERRQ(ierr);
7967     ierr = PetscViewerPushFormat(viewer,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
7968     ierr = MatView(coarse_mat,viewer);CHKERRQ(ierr);
7969     ierr = PetscViewerPopFormat(viewer);CHKERRQ(ierr);
7970     ierr = PetscViewerDestroy(&viewer);CHKERRQ(ierr);
7971   }
7972 #endif
7973 
7974   if (pcbddc->coarse_ksp) {
7975     Vec crhs,csol;
7976 
7977     ierr = KSPGetSolution(pcbddc->coarse_ksp,&csol);CHKERRQ(ierr);
7978     ierr = KSPGetRhs(pcbddc->coarse_ksp,&crhs);CHKERRQ(ierr);
7979     if (!csol) {
7980       ierr = MatCreateVecs(coarse_mat,&((pcbddc->coarse_ksp)->vec_sol),NULL);CHKERRQ(ierr);
7981     }
7982     if (!crhs) {
7983       ierr = MatCreateVecs(coarse_mat,NULL,&((pcbddc->coarse_ksp)->vec_rhs));CHKERRQ(ierr);
7984     }
7985   }
7986   ierr = MatDestroy(&coarsedivudotp);CHKERRQ(ierr);
7987 
7988   /* compute null space for coarse solver if the benign trick has been requested */
7989   if (pcbddc->benign_null) {
7990 
7991     ierr = VecSet(pcbddc->vec1_P,0.);CHKERRQ(ierr);
7992     for (i=0;i<pcbddc->benign_n;i++) {
7993       ierr = VecSetValue(pcbddc->vec1_P,pcbddc->local_primal_size-pcbddc->benign_n+i,1.0,INSERT_VALUES);CHKERRQ(ierr);
7994     }
7995     ierr = VecAssemblyBegin(pcbddc->vec1_P);CHKERRQ(ierr);
7996     ierr = VecAssemblyEnd(pcbddc->vec1_P);CHKERRQ(ierr);
7997     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
7998     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
7999     if (coarse_mat) {
8000       Vec         nullv;
8001       PetscScalar *array,*array2;
8002       PetscInt    nl;
8003 
8004       ierr = MatCreateVecs(coarse_mat,&nullv,NULL);CHKERRQ(ierr);
8005       ierr = VecGetLocalSize(nullv,&nl);CHKERRQ(ierr);
8006       ierr = VecGetArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8007       ierr = VecGetArray(nullv,&array2);CHKERRQ(ierr);
8008       ierr = PetscMemcpy(array2,array,nl*sizeof(*array));CHKERRQ(ierr);
8009       ierr = VecRestoreArray(nullv,&array2);CHKERRQ(ierr);
8010       ierr = VecRestoreArrayRead(pcbddc->coarse_vec,(const PetscScalar**)&array);CHKERRQ(ierr);
8011       ierr = VecNormalize(nullv,NULL);CHKERRQ(ierr);
8012       ierr = MatNullSpaceCreate(PetscObjectComm((PetscObject)coarse_mat),PETSC_FALSE,1,&nullv,&CoarseNullSpace);CHKERRQ(ierr);
8013       ierr = VecDestroy(&nullv);CHKERRQ(ierr);
8014     }
8015   }
8016 
8017   if (pcbddc->coarse_ksp) {
8018     PetscBool ispreonly;
8019 
8020     if (CoarseNullSpace) {
8021       PetscBool isnull;
8022       ierr = MatNullSpaceTest(CoarseNullSpace,coarse_mat,&isnull);CHKERRQ(ierr);
8023       if (isnull) {
8024         ierr = MatSetNullSpace(coarse_mat,CoarseNullSpace);CHKERRQ(ierr);
8025       }
8026       /* TODO: add local nullspaces (if any) */
8027     }
8028     /* setup coarse ksp */
8029     ierr = KSPSetUp(pcbddc->coarse_ksp);CHKERRQ(ierr);
8030     /* Check coarse problem if in debug mode or if solving with an iterative method */
8031     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->coarse_ksp,KSPPREONLY,&ispreonly);CHKERRQ(ierr);
8032     if (pcbddc->dbg_flag || (!ispreonly && pcbddc->use_coarse_estimates) ) {
8033       KSP       check_ksp;
8034       KSPType   check_ksp_type;
8035       PC        check_pc;
8036       Vec       check_vec,coarse_vec;
8037       PetscReal abs_infty_error,infty_error,lambda_min=1.0,lambda_max=1.0;
8038       PetscInt  its;
8039       PetscBool compute_eigs;
8040       PetscReal *eigs_r,*eigs_c;
8041       PetscInt  neigs;
8042       const char *prefix;
8043 
8044       /* Create ksp object suitable for estimation of extreme eigenvalues */
8045       ierr = KSPCreate(PetscObjectComm((PetscObject)pcbddc->coarse_ksp),&check_ksp);CHKERRQ(ierr);
8046       ierr = KSPSetErrorIfNotConverged(pcbddc->coarse_ksp,pc->erroriffailure);CHKERRQ(ierr);
8047       ierr = KSPSetOperators(check_ksp,coarse_mat,coarse_mat);CHKERRQ(ierr);
8048       ierr = KSPSetTolerances(check_ksp,1.e-12,1.e-12,PETSC_DEFAULT,pcbddc->coarse_size);CHKERRQ(ierr);
8049       /* prevent from setup unneeded object */
8050       ierr = KSPGetPC(check_ksp,&check_pc);CHKERRQ(ierr);
8051       ierr = PCSetType(check_pc,PCNONE);CHKERRQ(ierr);
8052       if (ispreonly) {
8053         check_ksp_type = KSPPREONLY;
8054         compute_eigs = PETSC_FALSE;
8055       } else {
8056         check_ksp_type = KSPGMRES;
8057         compute_eigs = PETSC_TRUE;
8058       }
8059       ierr = KSPSetType(check_ksp,check_ksp_type);CHKERRQ(ierr);
8060       ierr = KSPSetComputeSingularValues(check_ksp,compute_eigs);CHKERRQ(ierr);
8061       ierr = KSPSetComputeEigenvalues(check_ksp,compute_eigs);CHKERRQ(ierr);
8062       ierr = KSPGMRESSetRestart(check_ksp,pcbddc->coarse_size+1);CHKERRQ(ierr);
8063       ierr = KSPGetOptionsPrefix(pcbddc->coarse_ksp,&prefix);CHKERRQ(ierr);
8064       ierr = KSPSetOptionsPrefix(check_ksp,prefix);CHKERRQ(ierr);
8065       ierr = KSPAppendOptionsPrefix(check_ksp,"check_");CHKERRQ(ierr);
8066       ierr = KSPSetFromOptions(check_ksp);CHKERRQ(ierr);
8067       ierr = KSPSetUp(check_ksp);CHKERRQ(ierr);
8068       ierr = KSPGetPC(pcbddc->coarse_ksp,&check_pc);CHKERRQ(ierr);
8069       ierr = KSPSetPC(check_ksp,check_pc);CHKERRQ(ierr);
8070       /* create random vec */
8071       ierr = MatCreateVecs(coarse_mat,&coarse_vec,&check_vec);CHKERRQ(ierr);
8072       ierr = VecSetRandom(check_vec,NULL);CHKERRQ(ierr);
8073       ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8074       /* solve coarse problem */
8075       ierr = KSPSolve(check_ksp,coarse_vec,coarse_vec);CHKERRQ(ierr);
8076       /* set eigenvalue estimation if preonly has not been requested */
8077       if (compute_eigs) {
8078         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_r);CHKERRQ(ierr);
8079         ierr = PetscMalloc1(pcbddc->coarse_size+1,&eigs_c);CHKERRQ(ierr);
8080         ierr = KSPComputeEigenvalues(check_ksp,pcbddc->coarse_size+1,eigs_r,eigs_c,&neigs);CHKERRQ(ierr);
8081         if (neigs) {
8082           lambda_max = eigs_r[neigs-1];
8083           lambda_min = eigs_r[0];
8084           if (pcbddc->use_coarse_estimates) {
8085             if (lambda_max>=lambda_min) { /* using PETSC_SMALL since lambda_max == lambda_min is not allowed by KSPChebyshevSetEigenvalues */
8086               ierr = KSPChebyshevSetEigenvalues(pcbddc->coarse_ksp,lambda_max+PETSC_SMALL,lambda_min);CHKERRQ(ierr);
8087               ierr = KSPRichardsonSetScale(pcbddc->coarse_ksp,2.0/(lambda_max+lambda_min));CHKERRQ(ierr);
8088             }
8089           }
8090         }
8091       }
8092 
8093       /* check coarse problem residual error */
8094       if (pcbddc->dbg_flag) {
8095         PetscViewer dbg_viewer = PETSC_VIEWER_STDOUT_(PetscObjectComm((PetscObject)pcbddc->coarse_ksp));
8096         ierr = PetscViewerASCIIAddTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8097         ierr = VecAXPY(check_vec,-1.0,coarse_vec);CHKERRQ(ierr);
8098         ierr = VecNorm(check_vec,NORM_INFINITY,&infty_error);CHKERRQ(ierr);
8099         ierr = MatMult(coarse_mat,check_vec,coarse_vec);CHKERRQ(ierr);
8100         ierr = VecNorm(coarse_vec,NORM_INFINITY,&abs_infty_error);CHKERRQ(ierr);
8101         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem details (use estimates %d)\n",pcbddc->use_coarse_estimates);CHKERRQ(ierr);
8102         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(pcbddc->coarse_ksp),dbg_viewer);CHKERRQ(ierr);
8103         ierr = PetscObjectPrintClassNamePrefixType((PetscObject)(check_pc),dbg_viewer);CHKERRQ(ierr);
8104         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem exact infty_error   : %1.6e\n",infty_error);CHKERRQ(ierr);
8105         ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem residual infty_error: %1.6e\n",abs_infty_error);CHKERRQ(ierr);
8106         if (CoarseNullSpace) {
8107           ierr = PetscViewerASCIIPrintf(dbg_viewer,"Coarse problem is singular\n");CHKERRQ(ierr);
8108         }
8109         if (compute_eigs) {
8110           PetscReal          lambda_max_s,lambda_min_s;
8111           KSPConvergedReason reason;
8112           ierr = KSPGetType(check_ksp,&check_ksp_type);CHKERRQ(ierr);
8113           ierr = KSPGetIterationNumber(check_ksp,&its);CHKERRQ(ierr);
8114           ierr = KSPGetConvergedReason(check_ksp,&reason);CHKERRQ(ierr);
8115           ierr = KSPComputeExtremeSingularValues(check_ksp,&lambda_max_s,&lambda_min_s);CHKERRQ(ierr);
8116           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);
8117           for (i=0;i<neigs;i++) {
8118             ierr = PetscViewerASCIIPrintf(dbg_viewer,"%1.6e %1.6ei\n",eigs_r[i],eigs_c[i]);CHKERRQ(ierr);
8119           }
8120         }
8121         ierr = PetscViewerFlush(dbg_viewer);CHKERRQ(ierr);
8122         ierr = PetscViewerASCIISubtractTab(dbg_viewer,2*(pcbddc->current_level+1));CHKERRQ(ierr);
8123       }
8124       ierr = VecDestroy(&check_vec);CHKERRQ(ierr);
8125       ierr = VecDestroy(&coarse_vec);CHKERRQ(ierr);
8126       ierr = KSPDestroy(&check_ksp);CHKERRQ(ierr);
8127       if (compute_eigs) {
8128         ierr = PetscFree(eigs_r);CHKERRQ(ierr);
8129         ierr = PetscFree(eigs_c);CHKERRQ(ierr);
8130       }
8131     }
8132   }
8133   ierr = MatNullSpaceDestroy(&CoarseNullSpace);CHKERRQ(ierr);
8134   /* print additional info */
8135   if (pcbddc->dbg_flag) {
8136     /* waits until all processes reaches this point */
8137     ierr = PetscBarrier((PetscObject)pc);CHKERRQ(ierr);
8138     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Coarse solver setup completed at level %d\n",pcbddc->current_level);CHKERRQ(ierr);
8139     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8140   }
8141 
8142   /* free memory */
8143   ierr = MatDestroy(&coarse_mat);CHKERRQ(ierr);
8144   PetscFunctionReturn(0);
8145 }
8146 
8147 PetscErrorCode PCBDDCComputePrimalNumbering(PC pc,PetscInt* coarse_size_n,PetscInt** local_primal_indices_n)
8148 {
8149   PC_BDDC*       pcbddc = (PC_BDDC*)pc->data;
8150   PC_IS*         pcis = (PC_IS*)pc->data;
8151   Mat_IS*        matis = (Mat_IS*)pc->pmat->data;
8152   IS             subset,subset_mult,subset_n;
8153   PetscInt       local_size,coarse_size=0;
8154   PetscInt       *local_primal_indices=NULL;
8155   const PetscInt *t_local_primal_indices;
8156   PetscErrorCode ierr;
8157 
8158   PetscFunctionBegin;
8159   /* Compute global number of coarse dofs */
8160   if (pcbddc->local_primal_size && !pcbddc->local_primal_ref_node) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"BDDC ConstraintsSetUp should be called first");
8161   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_node,PETSC_COPY_VALUES,&subset_n);CHKERRQ(ierr);
8162   ierr = ISLocalToGlobalMappingApplyIS(pcis->mapping,subset_n,&subset);CHKERRQ(ierr);
8163   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8164   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)(pc->pmat)),pcbddc->local_primal_size_cc,pcbddc->local_primal_ref_mult,PETSC_COPY_VALUES,&subset_mult);CHKERRQ(ierr);
8165   ierr = ISRenumber(subset,subset_mult,&coarse_size,&subset_n);CHKERRQ(ierr);
8166   ierr = ISDestroy(&subset);CHKERRQ(ierr);
8167   ierr = ISDestroy(&subset_mult);CHKERRQ(ierr);
8168   ierr = ISGetLocalSize(subset_n,&local_size);CHKERRQ(ierr);
8169   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);
8170   ierr = PetscMalloc1(local_size,&local_primal_indices);CHKERRQ(ierr);
8171   ierr = ISGetIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8172   ierr = PetscMemcpy(local_primal_indices,t_local_primal_indices,local_size*sizeof(PetscInt));CHKERRQ(ierr);
8173   ierr = ISRestoreIndices(subset_n,&t_local_primal_indices);CHKERRQ(ierr);
8174   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
8175 
8176   /* check numbering */
8177   if (pcbddc->dbg_flag) {
8178     PetscScalar coarsesum,*array,*array2;
8179     PetscInt    i;
8180     PetscBool   set_error = PETSC_FALSE,set_error_reduced = PETSC_FALSE;
8181 
8182     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8183     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"--------------------------------------------------\n");CHKERRQ(ierr);
8184     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Check coarse indices\n");CHKERRQ(ierr);
8185     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8186     /* counter */
8187     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8188     ierr = VecSet(pcis->vec1_N,1.0);CHKERRQ(ierr);
8189     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8190     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8191     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8192     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec2_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8193     ierr = VecSet(pcis->vec1_N,0.0);CHKERRQ(ierr);
8194     for (i=0;i<pcbddc->local_primal_size;i++) {
8195       ierr = VecSetValue(pcis->vec1_N,pcbddc->primal_indices_local_idxs[i],1.0,INSERT_VALUES);CHKERRQ(ierr);
8196     }
8197     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8198     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8199     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8200     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8201     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8202     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8203     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8204     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8205     ierr = VecGetArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8206     for (i=0;i<pcis->n;i++) {
8207       if (array[i] != 0.0 && array[i] != array2[i]) {
8208         PetscInt owned = (PetscInt)PetscRealPart(array[i]),gi;
8209         PetscInt neigh = (PetscInt)PetscRealPart(array2[i]);
8210         set_error = PETSC_TRUE;
8211         ierr = ISLocalToGlobalMappingApply(pcis->mapping,1,&i,&gi);CHKERRQ(ierr);
8212         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);
8213       }
8214     }
8215     ierr = VecRestoreArray(pcis->vec2_N,&array2);CHKERRQ(ierr);
8216     ierr = MPIU_Allreduce(&set_error,&set_error_reduced,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8217     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8218     for (i=0;i<pcis->n;i++) {
8219       if (PetscRealPart(array[i]) > 0.0) array[i] = 1.0/PetscRealPart(array[i]);
8220     }
8221     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8222     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
8223     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8224     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8225     ierr = VecSum(pcis->vec1_global,&coarsesum);CHKERRQ(ierr);
8226     ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Size of coarse problem is %d (%lf)\n",coarse_size,PetscRealPart(coarsesum));CHKERRQ(ierr);
8227     if (pcbddc->dbg_flag > 1 || set_error_reduced) {
8228       PetscInt *gidxs;
8229 
8230       ierr = PetscMalloc1(pcbddc->local_primal_size,&gidxs);CHKERRQ(ierr);
8231       ierr = ISLocalToGlobalMappingApply(pcis->mapping,pcbddc->local_primal_size,pcbddc->primal_indices_local_idxs,gidxs);CHKERRQ(ierr);
8232       ierr = PetscViewerASCIIPrintf(pcbddc->dbg_viewer,"Distribution of local primal indices\n");CHKERRQ(ierr);
8233       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8234       ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d\n",PetscGlobalRank);CHKERRQ(ierr);
8235       for (i=0;i<pcbddc->local_primal_size;i++) {
8236         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);
8237       }
8238       ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8239       ierr = PetscFree(gidxs);CHKERRQ(ierr);
8240     }
8241     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8242     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8243     if (set_error_reduced) SETERRQ(PetscObjectComm((PetscObject)pc),PETSC_ERR_PLIB,"BDDC Numbering of coarse dofs failed");
8244   }
8245   /* ierr = PetscPrintf(PetscObjectComm((PetscObject)pc),"Size of coarse problem is %d\n",coarse_size);CHKERRQ(ierr); */
8246   /* get back data */
8247   *coarse_size_n = coarse_size;
8248   *local_primal_indices_n = local_primal_indices;
8249   PetscFunctionReturn(0);
8250 }
8251 
8252 PetscErrorCode PCBDDCGlobalToLocal(VecScatter g2l_ctx,Vec gwork, Vec lwork, IS globalis, IS* localis)
8253 {
8254   IS             localis_t;
8255   PetscInt       i,lsize,*idxs,n;
8256   PetscScalar    *vals;
8257   PetscErrorCode ierr;
8258 
8259   PetscFunctionBegin;
8260   /* get indices in local ordering exploiting local to global map */
8261   ierr = ISGetLocalSize(globalis,&lsize);CHKERRQ(ierr);
8262   ierr = PetscMalloc1(lsize,&vals);CHKERRQ(ierr);
8263   for (i=0;i<lsize;i++) vals[i] = 1.0;
8264   ierr = ISGetIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
8265   ierr = VecSet(gwork,0.0);CHKERRQ(ierr);
8266   ierr = VecSet(lwork,0.0);CHKERRQ(ierr);
8267   if (idxs) { /* multilevel guard */
8268     ierr = VecSetOption(gwork,VEC_IGNORE_NEGATIVE_INDICES,PETSC_TRUE);CHKERRQ(ierr);
8269     ierr = VecSetValues(gwork,lsize,idxs,vals,INSERT_VALUES);CHKERRQ(ierr);
8270   }
8271   ierr = VecAssemblyBegin(gwork);CHKERRQ(ierr);
8272   ierr = ISRestoreIndices(globalis,(const PetscInt**)&idxs);CHKERRQ(ierr);
8273   ierr = PetscFree(vals);CHKERRQ(ierr);
8274   ierr = VecAssemblyEnd(gwork);CHKERRQ(ierr);
8275   /* now compute set in local ordering */
8276   ierr = VecScatterBegin(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8277   ierr = VecScatterEnd(g2l_ctx,gwork,lwork,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8278   ierr = VecGetArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
8279   ierr = VecGetSize(lwork,&n);CHKERRQ(ierr);
8280   for (i=0,lsize=0;i<n;i++) {
8281     if (PetscRealPart(vals[i]) > 0.5) {
8282       lsize++;
8283     }
8284   }
8285   ierr = PetscMalloc1(lsize,&idxs);CHKERRQ(ierr);
8286   for (i=0,lsize=0;i<n;i++) {
8287     if (PetscRealPart(vals[i]) > 0.5) {
8288       idxs[lsize++] = i;
8289     }
8290   }
8291   ierr = VecRestoreArrayRead(lwork,(const PetscScalar**)&vals);CHKERRQ(ierr);
8292   ierr = ISCreateGeneral(PetscObjectComm((PetscObject)gwork),lsize,idxs,PETSC_OWN_POINTER,&localis_t);CHKERRQ(ierr);
8293   *localis = localis_t;
8294   PetscFunctionReturn(0);
8295 }
8296 
8297 PetscErrorCode PCBDDCSetUpSubSchurs(PC pc)
8298 {
8299   PC_IS               *pcis=(PC_IS*)pc->data;
8300   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8301   PCBDDCSubSchurs     sub_schurs=pcbddc->sub_schurs;
8302   Mat                 S_j;
8303   PetscInt            *used_xadj,*used_adjncy;
8304   PetscBool           free_used_adj;
8305   PetscErrorCode      ierr;
8306 
8307   PetscFunctionBegin;
8308   /* decide the adjacency to be used for determining internal problems for local schur on subsets */
8309   free_used_adj = PETSC_FALSE;
8310   if (pcbddc->sub_schurs_layers == -1) {
8311     used_xadj = NULL;
8312     used_adjncy = NULL;
8313   } else {
8314     if (pcbddc->sub_schurs_use_useradj && pcbddc->mat_graph->xadj) {
8315       used_xadj = pcbddc->mat_graph->xadj;
8316       used_adjncy = pcbddc->mat_graph->adjncy;
8317     } else if (pcbddc->computed_rowadj) {
8318       used_xadj = pcbddc->mat_graph->xadj;
8319       used_adjncy = pcbddc->mat_graph->adjncy;
8320     } else {
8321       PetscBool      flg_row=PETSC_FALSE;
8322       const PetscInt *xadj,*adjncy;
8323       PetscInt       nvtxs;
8324 
8325       ierr = MatGetRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
8326       if (flg_row) {
8327         ierr = PetscMalloc2(nvtxs+1,&used_xadj,xadj[nvtxs],&used_adjncy);CHKERRQ(ierr);
8328         ierr = PetscMemcpy(used_xadj,xadj,(nvtxs+1)*sizeof(*xadj));CHKERRQ(ierr);
8329         ierr = PetscMemcpy(used_adjncy,adjncy,(xadj[nvtxs])*sizeof(*adjncy));CHKERRQ(ierr);
8330         free_used_adj = PETSC_TRUE;
8331       } else {
8332         pcbddc->sub_schurs_layers = -1;
8333         used_xadj = NULL;
8334         used_adjncy = NULL;
8335       }
8336       ierr = MatRestoreRowIJ(pcbddc->local_mat,0,PETSC_TRUE,PETSC_FALSE,&nvtxs,&xadj,&adjncy,&flg_row);CHKERRQ(ierr);
8337     }
8338   }
8339 
8340   /* setup sub_schurs data */
8341   ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
8342   if (!sub_schurs->schur_explicit) {
8343     /* pcbddc->ksp_D up to date only if not using MatFactor with Schur complement support */
8344     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
8345     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);
8346   } else {
8347     Mat       change = NULL;
8348     Vec       scaling = NULL;
8349     IS        change_primal = NULL, iP;
8350     PetscInt  benign_n;
8351     PetscBool reuse_solvers = (PetscBool)!pcbddc->use_change_of_basis;
8352     PetscBool isseqaij,need_change = PETSC_FALSE;
8353     PetscBool discrete_harmonic = PETSC_FALSE;
8354 
8355     if (!pcbddc->use_vertices && reuse_solvers) {
8356       PetscInt n_vertices;
8357 
8358       ierr = ISGetLocalSize(sub_schurs->is_vertices,&n_vertices);CHKERRQ(ierr);
8359       reuse_solvers = (PetscBool)!n_vertices;
8360     }
8361     ierr = PetscObjectTypeCompare((PetscObject)pcbddc->local_mat,MATSEQAIJ,&isseqaij);CHKERRQ(ierr);
8362     if (!isseqaij) {
8363       Mat_IS* matis = (Mat_IS*)pc->pmat->data;
8364       if (matis->A == pcbddc->local_mat) {
8365         ierr = MatDestroy(&pcbddc->local_mat);CHKERRQ(ierr);
8366         ierr = MatConvert(matis->A,MATSEQAIJ,MAT_INITIAL_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
8367       } else {
8368         ierr = MatConvert(pcbddc->local_mat,MATSEQAIJ,MAT_INPLACE_MATRIX,&pcbddc->local_mat);CHKERRQ(ierr);
8369       }
8370     }
8371     if (!pcbddc->benign_change_explicit) {
8372       benign_n = pcbddc->benign_n;
8373     } else {
8374       benign_n = 0;
8375     }
8376     /* sub_schurs->change is a local object; instead, PCBDDCConstraintsSetUp and the quantities used in the test below are logically collective on pc.
8377        We need a global reduction to avoid possible deadlocks.
8378        We assume that sub_schurs->change is created once, and then reused for different solves, unless the topography has been recomputed */
8379     if (pcbddc->adaptive_userdefined || (pcbddc->deluxe_zerorows && !pcbddc->use_change_of_basis)) {
8380       PetscBool have_loc_change = (PetscBool)(!!sub_schurs->change);
8381       ierr = MPIU_Allreduce(&have_loc_change,&need_change,1,MPIU_BOOL,MPI_LOR,PetscObjectComm((PetscObject)pc));CHKERRQ(ierr);
8382       need_change = (PetscBool)(!need_change);
8383     }
8384     /* If the user defines additional constraints, we import them here.
8385        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 */
8386     if (need_change) {
8387       PC_IS   *pcisf;
8388       PC_BDDC *pcbddcf;
8389       PC      pcf;
8390 
8391       if (pcbddc->sub_schurs_rebuild) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Cannot compute change of basis with a different graph");
8392       ierr = PCCreate(PetscObjectComm((PetscObject)pc),&pcf);CHKERRQ(ierr);
8393       ierr = PCSetOperators(pcf,pc->mat,pc->pmat);CHKERRQ(ierr);
8394       ierr = PCSetType(pcf,PCBDDC);CHKERRQ(ierr);
8395 
8396       /* hacks */
8397       pcisf                        = (PC_IS*)pcf->data;
8398       pcisf->is_B_local            = pcis->is_B_local;
8399       pcisf->vec1_N                = pcis->vec1_N;
8400       pcisf->BtoNmap               = pcis->BtoNmap;
8401       pcisf->n                     = pcis->n;
8402       pcisf->n_B                   = pcis->n_B;
8403       pcbddcf                      = (PC_BDDC*)pcf->data;
8404       ierr                         = PetscFree(pcbddcf->mat_graph);CHKERRQ(ierr);
8405       pcbddcf->mat_graph           = pcbddc->mat_graph;
8406       pcbddcf->use_faces           = PETSC_TRUE;
8407       pcbddcf->use_change_of_basis = PETSC_TRUE;
8408       pcbddcf->use_change_on_faces = PETSC_TRUE;
8409       pcbddcf->use_qr_single       = PETSC_TRUE;
8410       pcbddcf->fake_change         = PETSC_TRUE;
8411 
8412       /* setup constraints so that we can get information on primal vertices and change of basis (in local numbering) */
8413       ierr = PCBDDCConstraintsSetUp(pcf);CHKERRQ(ierr);
8414       sub_schurs->change_with_qr = pcbddcf->use_qr_single;
8415       ierr = ISCreateGeneral(PETSC_COMM_SELF,pcbddcf->n_vertices,pcbddcf->local_primal_ref_node,PETSC_COPY_VALUES,&change_primal);CHKERRQ(ierr);
8416       change = pcbddcf->ConstraintMatrix;
8417       pcbddcf->ConstraintMatrix = NULL;
8418 
8419       /* free unneeded memory allocated in PCBDDCConstraintsSetUp */
8420       ierr = PetscFree(pcbddcf->sub_schurs);CHKERRQ(ierr);
8421       ierr = MatNullSpaceDestroy(&pcbddcf->onearnullspace);CHKERRQ(ierr);
8422       ierr = PetscFree2(pcbddcf->local_primal_ref_node,pcbddcf->local_primal_ref_mult);CHKERRQ(ierr);
8423       ierr = PetscFree(pcbddcf->primal_indices_local_idxs);CHKERRQ(ierr);
8424       ierr = PetscFree(pcbddcf->onearnullvecs_state);CHKERRQ(ierr);
8425       ierr = PetscFree(pcf->data);CHKERRQ(ierr);
8426       pcf->ops->destroy = NULL;
8427       pcf->ops->reset   = NULL;
8428       ierr = PCDestroy(&pcf);CHKERRQ(ierr);
8429     }
8430     if (!pcbddc->use_deluxe_scaling) scaling = pcis->D;
8431 
8432     ierr = PetscObjectQuery((PetscObject)pc,"__KSPFETIDP_iP",(PetscObject*)&iP);CHKERRQ(ierr);
8433     if (iP) {
8434       ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)iP),sub_schurs->prefix,"BDDC sub_schurs options","PC");CHKERRQ(ierr);
8435       ierr = PetscOptionsBool("-sub_schurs_discrete_harmonic",NULL,NULL,discrete_harmonic,&discrete_harmonic,NULL);CHKERRQ(ierr);
8436       ierr = PetscOptionsEnd();CHKERRQ(ierr);
8437     }
8438     if (discrete_harmonic) {
8439       Mat A;
8440       ierr = MatDuplicate(pcbddc->local_mat,MAT_COPY_VALUES,&A);CHKERRQ(ierr);
8441       ierr = MatZeroRowsColumnsIS(A,iP,1.0,NULL,NULL);CHKERRQ(ierr);
8442       ierr = PetscObjectCompose((PetscObject)A,"__KSPFETIDP_iP",(PetscObject)iP);CHKERRQ(ierr);
8443       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);
8444       ierr = MatDestroy(&A);CHKERRQ(ierr);
8445     } else {
8446       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);
8447     }
8448     ierr = MatDestroy(&change);CHKERRQ(ierr);
8449     ierr = ISDestroy(&change_primal);CHKERRQ(ierr);
8450   }
8451   ierr = MatDestroy(&S_j);CHKERRQ(ierr);
8452 
8453   /* free adjacency */
8454   if (free_used_adj) {
8455     ierr = PetscFree2(used_xadj,used_adjncy);CHKERRQ(ierr);
8456   }
8457   PetscFunctionReturn(0);
8458 }
8459 
8460 PetscErrorCode PCBDDCInitSubSchurs(PC pc)
8461 {
8462   PC_IS               *pcis=(PC_IS*)pc->data;
8463   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8464   PCBDDCGraph         graph;
8465   PetscErrorCode      ierr;
8466 
8467   PetscFunctionBegin;
8468   /* attach interface graph for determining subsets */
8469   if (pcbddc->sub_schurs_rebuild) { /* in case rebuild has been requested, it uses a graph generated only by the neighbouring information */
8470     IS       verticesIS,verticescomm;
8471     PetscInt vsize,*idxs;
8472 
8473     ierr = PCBDDCGraphGetCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
8474     ierr = ISGetSize(verticesIS,&vsize);CHKERRQ(ierr);
8475     ierr = ISGetIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
8476     ierr = ISCreateGeneral(PetscObjectComm((PetscObject)pc),vsize,idxs,PETSC_COPY_VALUES,&verticescomm);CHKERRQ(ierr);
8477     ierr = ISRestoreIndices(verticesIS,(const PetscInt**)&idxs);CHKERRQ(ierr);
8478     ierr = PCBDDCGraphRestoreCandidatesIS(pcbddc->mat_graph,NULL,NULL,NULL,NULL,&verticesIS);CHKERRQ(ierr);
8479     ierr = PCBDDCGraphCreate(&graph);CHKERRQ(ierr);
8480     ierr = PCBDDCGraphInit(graph,pcbddc->mat_graph->l2gmap,pcbddc->mat_graph->nvtxs_global,pcbddc->graphmaxcount);CHKERRQ(ierr);
8481     ierr = PCBDDCGraphSetUp(graph,pcbddc->mat_graph->custom_minimal_size,NULL,pcbddc->DirichletBoundariesLocal,0,NULL,verticescomm);CHKERRQ(ierr);
8482     ierr = ISDestroy(&verticescomm);CHKERRQ(ierr);
8483     ierr = PCBDDCGraphComputeConnectedComponents(graph);CHKERRQ(ierr);
8484   } else {
8485     graph = pcbddc->mat_graph;
8486   }
8487   /* print some info */
8488   if (pcbddc->dbg_flag && !pcbddc->sub_schurs_rebuild) {
8489     IS       vertices;
8490     PetscInt nv,nedges,nfaces;
8491     ierr = PCBDDCGraphASCIIView(graph,pcbddc->dbg_flag,pcbddc->dbg_viewer);CHKERRQ(ierr);
8492     ierr = PCBDDCGraphGetCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
8493     ierr = ISGetSize(vertices,&nv);CHKERRQ(ierr);
8494     ierr = PetscViewerASCIIPushSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8495     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"--------------------------------------------------------------\n");CHKERRQ(ierr);
8496     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate vertices (%d)\n",PetscGlobalRank,nv,pcbddc->use_vertices);CHKERRQ(ierr);
8497     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate edges    (%d)\n",PetscGlobalRank,nedges,pcbddc->use_edges);CHKERRQ(ierr);
8498     ierr = PetscViewerASCIISynchronizedPrintf(pcbddc->dbg_viewer,"Subdomain %04d got %02d local candidate faces    (%d)\n",PetscGlobalRank,nfaces,pcbddc->use_faces);CHKERRQ(ierr);
8499     ierr = PetscViewerFlush(pcbddc->dbg_viewer);CHKERRQ(ierr);
8500     ierr = PetscViewerASCIIPopSynchronized(pcbddc->dbg_viewer);CHKERRQ(ierr);
8501     ierr = PCBDDCGraphRestoreCandidatesIS(graph,&nfaces,NULL,&nedges,NULL,&vertices);CHKERRQ(ierr);
8502   }
8503 
8504   /* sub_schurs init */
8505   if (!pcbddc->sub_schurs) {
8506     ierr = PCBDDCSubSchursCreate(&pcbddc->sub_schurs);CHKERRQ(ierr);
8507   }
8508   ierr = PCBDDCSubSchursInit(pcbddc->sub_schurs,pcis->is_I_local,pcis->is_B_local,graph,pcis->BtoNmap,pcbddc->sub_schurs_rebuild);CHKERRQ(ierr);
8509   pcbddc->sub_schurs->prefix = ((PetscObject)pc)->prefix;
8510 
8511   /* free graph struct */
8512   if (pcbddc->sub_schurs_rebuild) {
8513     ierr = PCBDDCGraphDestroy(&graph);CHKERRQ(ierr);
8514   }
8515   PetscFunctionReturn(0);
8516 }
8517 
8518 PetscErrorCode PCBDDCCheckOperator(PC pc)
8519 {
8520   PC_IS               *pcis=(PC_IS*)pc->data;
8521   PC_BDDC             *pcbddc=(PC_BDDC*)pc->data;
8522   PetscErrorCode      ierr;
8523 
8524   PetscFunctionBegin;
8525   if (pcbddc->n_vertices == pcbddc->local_primal_size) {
8526     IS             zerodiag = NULL;
8527     Mat            S_j,B0_B=NULL;
8528     Vec            dummy_vec=NULL,vec_check_B,vec_scale_P;
8529     PetscScalar    *p0_check,*array,*array2;
8530     PetscReal      norm;
8531     PetscInt       i;
8532 
8533     /* B0 and B0_B */
8534     if (zerodiag) {
8535       IS       dummy;
8536 
8537       ierr = ISCreateStride(PETSC_COMM_SELF,pcbddc->benign_n,0,1,&dummy);CHKERRQ(ierr);
8538       ierr = MatCreateSubMatrix(pcbddc->benign_B0,dummy,pcis->is_B_local,MAT_INITIAL_MATRIX,&B0_B);CHKERRQ(ierr);
8539       ierr = MatCreateVecs(B0_B,NULL,&dummy_vec);CHKERRQ(ierr);
8540       ierr = ISDestroy(&dummy);CHKERRQ(ierr);
8541     }
8542     /* I need a primal vector to scale primal nodes since BDDC sums contibutions */
8543     ierr = VecDuplicate(pcbddc->vec1_P,&vec_scale_P);CHKERRQ(ierr);
8544     ierr = VecSet(pcbddc->vec1_P,1.0);CHKERRQ(ierr);
8545     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8546     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8547     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8548     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,vec_scale_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8549     ierr = VecReciprocal(vec_scale_P);CHKERRQ(ierr);
8550     /* S_j */
8551     ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&S_j);CHKERRQ(ierr);
8552     ierr = MatSchurComplementSetKSP(S_j,pcbddc->ksp_D);CHKERRQ(ierr);
8553 
8554     /* mimic vector in \widetilde{W}_\Gamma */
8555     ierr = VecSetRandom(pcis->vec1_N,NULL);CHKERRQ(ierr);
8556     /* continuous in primal space */
8557     ierr = VecSetRandom(pcbddc->coarse_vec,NULL);CHKERRQ(ierr);
8558     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8559     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8560     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8561     ierr = PetscCalloc1(pcbddc->benign_n,&p0_check);CHKERRQ(ierr);
8562     for (i=0;i<pcbddc->benign_n;i++) p0_check[i] = array[pcbddc->local_primal_size-pcbddc->benign_n+i];
8563     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
8564     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8565     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8566     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8567     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8568     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8569     ierr = VecDuplicate(pcis->vec2_B,&vec_check_B);CHKERRQ(ierr);
8570     ierr = VecCopy(pcis->vec2_B,vec_check_B);CHKERRQ(ierr);
8571 
8572     /* assemble rhs for coarse problem */
8573     /* widetilde{S}_\Gamma w_\Gamma + \widetilde{B0}^T_B p0 */
8574     /* local with Schur */
8575     ierr = MatMult(S_j,pcis->vec2_B,pcis->vec1_B);CHKERRQ(ierr);
8576     if (zerodiag) {
8577       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
8578       for (i=0;i<pcbddc->benign_n;i++) array[i] = p0_check[i];
8579       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
8580       ierr = MatMultTransposeAdd(B0_B,dummy_vec,pcis->vec1_B,pcis->vec1_B);CHKERRQ(ierr);
8581     }
8582     /* sum on primal nodes the local contributions */
8583     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8584     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_B,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8585     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8586     ierr = VecGetArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
8587     for (i=0;i<pcbddc->local_primal_size;i++) array2[i] = array[pcbddc->local_primal_ref_node[i]];
8588     ierr = VecRestoreArray(pcbddc->vec1_P,&array2);CHKERRQ(ierr);
8589     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
8590     ierr = VecSet(pcbddc->coarse_vec,0.);CHKERRQ(ierr);
8591     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8592     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->vec1_P,pcbddc->coarse_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8593     ierr = VecScatterBegin(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8594     ierr = VecScatterEnd(pcbddc->coarse_loc_to_glob,pcbddc->coarse_vec,pcbddc->vec1_P,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
8595     ierr = VecGetArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8596     /* scale primal nodes (BDDC sums contibutions) */
8597     ierr = VecPointwiseMult(pcbddc->vec1_P,vec_scale_P,pcbddc->vec1_P);CHKERRQ(ierr);
8598     ierr = VecSetValues(pcis->vec1_N,pcbddc->local_primal_size,pcbddc->local_primal_ref_node,array,INSERT_VALUES);CHKERRQ(ierr);
8599     ierr = VecRestoreArray(pcbddc->vec1_P,&array);CHKERRQ(ierr);
8600     ierr = VecAssemblyBegin(pcis->vec1_N);CHKERRQ(ierr);
8601     ierr = VecAssemblyEnd(pcis->vec1_N);CHKERRQ(ierr);
8602     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8603     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
8604     /* global: \widetilde{B0}_B w_\Gamma */
8605     if (zerodiag) {
8606       ierr = MatMult(B0_B,pcis->vec2_B,dummy_vec);CHKERRQ(ierr);
8607       ierr = VecGetArray(dummy_vec,&array);CHKERRQ(ierr);
8608       for (i=0;i<pcbddc->benign_n;i++) pcbddc->benign_p0[i] = array[i];
8609       ierr = VecRestoreArray(dummy_vec,&array);CHKERRQ(ierr);
8610     }
8611     /* BDDC */
8612     ierr = VecSet(pcis->vec1_D,0.);CHKERRQ(ierr);
8613     ierr = PCBDDCApplyInterfacePreconditioner(pc,PETSC_FALSE);CHKERRQ(ierr);
8614 
8615     ierr = VecCopy(pcis->vec1_B,pcis->vec2_B);CHKERRQ(ierr);
8616     ierr = VecAXPY(pcis->vec1_B,-1.0,vec_check_B);CHKERRQ(ierr);
8617     ierr = VecNorm(pcis->vec1_B,NORM_INFINITY,&norm);CHKERRQ(ierr);
8618     PetscPrintf(PETSC_COMM_SELF,"[%d] BDDC local error is %1.4e\n",PetscGlobalRank,norm);
8619     for (i=0;i<pcbddc->benign_n;i++) {
8620       PetscPrintf(PETSC_COMM_SELF,"[%d] BDDC p0[%d] error is %1.4e\n",PetscGlobalRank,i,PetscAbsScalar(pcbddc->benign_p0[i]-p0_check[i]));
8621     }
8622     ierr = PetscFree(p0_check);CHKERRQ(ierr);
8623     ierr = VecDestroy(&vec_scale_P);CHKERRQ(ierr);
8624     ierr = VecDestroy(&vec_check_B);CHKERRQ(ierr);
8625     ierr = VecDestroy(&dummy_vec);CHKERRQ(ierr);
8626     ierr = MatDestroy(&S_j);CHKERRQ(ierr);
8627     ierr = MatDestroy(&B0_B);CHKERRQ(ierr);
8628   }
8629   PetscFunctionReturn(0);
8630 }
8631 
8632 #include <../src/mat/impls/aij/mpi/mpiaij.h>
8633 PetscErrorCode MatMPIAIJRestrict(Mat A, MPI_Comm ccomm, Mat *B)
8634 {
8635   Mat            At;
8636   IS             rows;
8637   PetscInt       rst,ren;
8638   PetscErrorCode ierr;
8639   PetscLayout    rmap;
8640 
8641   PetscFunctionBegin;
8642   rst = ren = 0;
8643   if (ccomm != MPI_COMM_NULL) {
8644     ierr = PetscLayoutCreate(ccomm,&rmap);CHKERRQ(ierr);
8645     ierr = PetscLayoutSetSize(rmap,A->rmap->N);CHKERRQ(ierr);
8646     ierr = PetscLayoutSetBlockSize(rmap,1);CHKERRQ(ierr);
8647     ierr = PetscLayoutSetUp(rmap);CHKERRQ(ierr);
8648     ierr = PetscLayoutGetRange(rmap,&rst,&ren);CHKERRQ(ierr);
8649   }
8650   ierr = ISCreateStride(PetscObjectComm((PetscObject)A),ren-rst,rst,1,&rows);CHKERRQ(ierr);
8651   ierr = MatCreateSubMatrix(A,rows,NULL,MAT_INITIAL_MATRIX,&At);CHKERRQ(ierr);
8652   ierr = ISDestroy(&rows);CHKERRQ(ierr);
8653 
8654   if (ccomm != MPI_COMM_NULL) {
8655     Mat_MPIAIJ *a,*b;
8656     IS         from,to;
8657     Vec        gvec;
8658     PetscInt   lsize;
8659 
8660     ierr = MatCreate(ccomm,B);CHKERRQ(ierr);
8661     ierr = MatSetSizes(*B,ren-rst,PETSC_DECIDE,PETSC_DECIDE,At->cmap->N);CHKERRQ(ierr);
8662     ierr = MatSetType(*B,MATAIJ);CHKERRQ(ierr);
8663     ierr = PetscLayoutDestroy(&((*B)->rmap));CHKERRQ(ierr);
8664     ierr = PetscLayoutSetUp((*B)->cmap);CHKERRQ(ierr);
8665     a    = (Mat_MPIAIJ*)At->data;
8666     b    = (Mat_MPIAIJ*)(*B)->data;
8667     ierr = MPI_Comm_size(ccomm,&b->size);CHKERRQ(ierr);
8668     ierr = MPI_Comm_rank(ccomm,&b->rank);CHKERRQ(ierr);
8669     ierr = PetscObjectReference((PetscObject)a->A);CHKERRQ(ierr);
8670     ierr = PetscObjectReference((PetscObject)a->B);CHKERRQ(ierr);
8671     b->A = a->A;
8672     b->B = a->B;
8673 
8674     b->donotstash      = a->donotstash;
8675     b->roworiented     = a->roworiented;
8676     b->rowindices      = 0;
8677     b->rowvalues       = 0;
8678     b->getrowactive    = PETSC_FALSE;
8679 
8680     (*B)->rmap         = rmap;
8681     (*B)->factortype   = A->factortype;
8682     (*B)->assembled    = PETSC_TRUE;
8683     (*B)->insertmode   = NOT_SET_VALUES;
8684     (*B)->preallocated = PETSC_TRUE;
8685 
8686     if (a->colmap) {
8687 #if defined(PETSC_USE_CTABLE)
8688       ierr = PetscTableCreateCopy(a->colmap,&b->colmap);CHKERRQ(ierr);
8689 #else
8690       ierr = PetscMalloc1(At->cmap->N,&b->colmap);CHKERRQ(ierr);
8691       ierr = PetscLogObjectMemory((PetscObject)*B,At->cmap->N*sizeof(PetscInt));CHKERRQ(ierr);
8692       ierr = PetscMemcpy(b->colmap,a->colmap,At->cmap->N*sizeof(PetscInt));CHKERRQ(ierr);
8693 #endif
8694     } else b->colmap = 0;
8695     if (a->garray) {
8696       PetscInt len;
8697       len  = a->B->cmap->n;
8698       ierr = PetscMalloc1(len+1,&b->garray);CHKERRQ(ierr);
8699       ierr = PetscLogObjectMemory((PetscObject)(*B),len*sizeof(PetscInt));CHKERRQ(ierr);
8700       if (len) { ierr = PetscMemcpy(b->garray,a->garray,len*sizeof(PetscInt));CHKERRQ(ierr); }
8701     } else b->garray = 0;
8702 
8703     ierr    = PetscObjectReference((PetscObject)a->lvec);CHKERRQ(ierr);
8704     b->lvec = a->lvec;
8705     ierr    = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->lvec);CHKERRQ(ierr);
8706 
8707     /* cannot use VecScatterCopy */
8708     ierr = VecGetLocalSize(b->lvec,&lsize);CHKERRQ(ierr);
8709     ierr = ISCreateGeneral(ccomm,lsize,b->garray,PETSC_USE_POINTER,&from);CHKERRQ(ierr);
8710     ierr = ISCreateStride(PETSC_COMM_SELF,lsize,0,1,&to);CHKERRQ(ierr);
8711     ierr = MatCreateVecs(*B,&gvec,NULL);CHKERRQ(ierr);
8712     ierr = VecScatterCreate(gvec,from,b->lvec,to,&b->Mvctx);CHKERRQ(ierr);
8713     ierr = PetscLogObjectParent((PetscObject)*B,(PetscObject)b->Mvctx);CHKERRQ(ierr);
8714     ierr = ISDestroy(&from);CHKERRQ(ierr);
8715     ierr = ISDestroy(&to);CHKERRQ(ierr);
8716     ierr = VecDestroy(&gvec);CHKERRQ(ierr);
8717   }
8718   ierr = MatDestroy(&At);CHKERRQ(ierr);
8719   PetscFunctionReturn(0);
8720 }
8721