1*d4002b98SHong Zhang /* 2*d4002b98SHong Zhang Support for the parallel SELL matrix vector multiply 3*d4002b98SHong Zhang */ 4*d4002b98SHong Zhang #include <../src/mat/impls/sell/mpi/mpisell.h> 5*d4002b98SHong Zhang #include <petsc/private/isimpl.h> /* needed because accesses data structure of ISLocalToGlobalMapping directly */ 6*d4002b98SHong Zhang 7*d4002b98SHong Zhang /* 8*d4002b98SHong Zhang Takes the local part of an already assembled MPISELL matrix 9*d4002b98SHong Zhang and disassembles it. This is to allow new nonzeros into the matrix 10*d4002b98SHong Zhang that require more communication in the matrix vector multiply. 11*d4002b98SHong Zhang Thus certain data-structures must be rebuilt. 12*d4002b98SHong Zhang 13*d4002b98SHong Zhang Kind of slow! But that's what application programmers get when 14*d4002b98SHong Zhang they are sloppy. 15*d4002b98SHong Zhang */ 16*d4002b98SHong Zhang PetscErrorCode MatDisAssemble_MPISELL(Mat A) 17*d4002b98SHong Zhang { 18*d4002b98SHong Zhang Mat_MPISELL *sell=(Mat_MPISELL*)A->data; 19*d4002b98SHong Zhang Mat B=sell->B,Bnew; 20*d4002b98SHong Zhang Mat_SeqSELL *Bsell=(Mat_SeqSELL*)B->data; 21*d4002b98SHong Zhang PetscInt i,j,totalslices,N=A->cmap->N,ec,row; 22*d4002b98SHong Zhang PetscBool isnonzero; 23*d4002b98SHong Zhang PetscErrorCode ierr; 24*d4002b98SHong Zhang 25*d4002b98SHong Zhang PetscFunctionBegin; 26*d4002b98SHong Zhang /* free stuff related to matrix-vec multiply */ 27*d4002b98SHong Zhang ierr = VecGetSize(sell->lvec,&ec);CHKERRQ(ierr); /* needed for PetscLogObjectMemory below */ 28*d4002b98SHong Zhang ierr = VecDestroy(&sell->lvec);CHKERRQ(ierr); 29*d4002b98SHong Zhang ierr = VecScatterDestroy(&sell->Mvctx);CHKERRQ(ierr); 30*d4002b98SHong Zhang if (sell->colmap) { 31*d4002b98SHong Zhang #if defined(PETSC_USE_CTABLE) 32*d4002b98SHong Zhang ierr = PetscTableDestroy(&sell->colmap);CHKERRQ(ierr); 33*d4002b98SHong Zhang #else 34*d4002b98SHong Zhang ierr = PetscFree(sell->colmap);CHKERRQ(ierr); 35*d4002b98SHong Zhang ierr = PetscLogObjectMemory((PetscObject)A,-sell->B->cmap->n*sizeof(PetscInt));CHKERRQ(ierr); 36*d4002b98SHong Zhang #endif 37*d4002b98SHong Zhang } 38*d4002b98SHong Zhang 39*d4002b98SHong Zhang /* make sure that B is assembled so we can access its values */ 40*d4002b98SHong Zhang ierr = MatAssemblyBegin(B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); 41*d4002b98SHong Zhang ierr = MatAssemblyEnd(B,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr); 42*d4002b98SHong Zhang 43*d4002b98SHong Zhang /* invent new B and copy stuff over */ 44*d4002b98SHong Zhang ierr = MatCreate(PETSC_COMM_SELF,&Bnew);CHKERRQ(ierr); 45*d4002b98SHong Zhang ierr = MatSetSizes(Bnew,B->rmap->n,N,B->rmap->n,N);CHKERRQ(ierr); 46*d4002b98SHong Zhang ierr = MatSetBlockSizesFromMats(Bnew,A,A);CHKERRQ(ierr); 47*d4002b98SHong Zhang ierr = MatSetType(Bnew,((PetscObject)B)->type_name);CHKERRQ(ierr); 48*d4002b98SHong Zhang ierr = MatSeqSELLSetPreallocation(Bnew,0,Bsell->rlen);CHKERRQ(ierr); 49*d4002b98SHong Zhang ((Mat_SeqSELL*)Bnew->data)->nonew = Bsell->nonew; /* Inherit insertion error options. */ 50*d4002b98SHong Zhang 51*d4002b98SHong Zhang /* 52*d4002b98SHong Zhang Ensure that B's nonzerostate is monotonically increasing. 53*d4002b98SHong Zhang Or should this follow the MatSetValues() loop to preserve B's nonzerstate across a MatDisAssemble() call? 54*d4002b98SHong Zhang */ 55*d4002b98SHong Zhang Bnew->nonzerostate = B->nonzerostate; 56*d4002b98SHong Zhang 57*d4002b98SHong Zhang totalslices = B->rmap->n/8+((B->rmap->n & 0x07)?1:0); /* floor(n/8) */ 58*d4002b98SHong Zhang for (i=0; i<totalslices; i++) { /* loop over slices */ 59*d4002b98SHong Zhang for (j=Bsell->sliidx[i],row=0; j<Bsell->sliidx[i+1]; j++,row=((row+1)&0x07)) { 60*d4002b98SHong Zhang isnonzero = (PetscBool)((j-Bsell->sliidx[i])/8 < Bsell->rlen[8*i+row]); 61*d4002b98SHong Zhang if (isnonzero) { 62*d4002b98SHong Zhang ierr = MatSetValue(Bnew,8*i+row,sell->garray[Bsell->colidx[j]],Bsell->val[j],B->insertmode);CHKERRQ(ierr); 63*d4002b98SHong Zhang } 64*d4002b98SHong Zhang } 65*d4002b98SHong Zhang } 66*d4002b98SHong Zhang 67*d4002b98SHong Zhang ierr = PetscFree(sell->garray);CHKERRQ(ierr); 68*d4002b98SHong Zhang ierr = PetscLogObjectMemory((PetscObject)A,-ec*sizeof(PetscInt));CHKERRQ(ierr); 69*d4002b98SHong Zhang ierr = MatDestroy(&B);CHKERRQ(ierr); 70*d4002b98SHong Zhang ierr = PetscLogObjectParent((PetscObject)A,(PetscObject)Bnew);CHKERRQ(ierr); 71*d4002b98SHong Zhang 72*d4002b98SHong Zhang sell->B = Bnew; 73*d4002b98SHong Zhang A->was_assembled = PETSC_FALSE; 74*d4002b98SHong Zhang A->assembled = PETSC_FALSE; 75*d4002b98SHong Zhang PetscFunctionReturn(0); 76*d4002b98SHong Zhang } 77*d4002b98SHong Zhang 78*d4002b98SHong Zhang PetscErrorCode MatSetUpMultiply_MPISELL(Mat mat) 79*d4002b98SHong Zhang { 80*d4002b98SHong Zhang Mat_MPISELL *sell=(Mat_MPISELL*)mat->data; 81*d4002b98SHong Zhang Mat_SeqSELL *B=(Mat_SeqSELL*)(sell->B->data); 82*d4002b98SHong Zhang PetscErrorCode ierr; 83*d4002b98SHong Zhang PetscInt i,j,*bcolidx=B->colidx,ec=0,*garray,totalslices; 84*d4002b98SHong Zhang IS from,to; 85*d4002b98SHong Zhang Vec gvec; 86*d4002b98SHong Zhang PetscBool isnonzero; 87*d4002b98SHong Zhang #if defined(PETSC_USE_CTABLE) 88*d4002b98SHong Zhang PetscTable gid1_lid1; 89*d4002b98SHong Zhang PetscTablePosition tpos; 90*d4002b98SHong Zhang PetscInt gid,lid; 91*d4002b98SHong Zhang #else 92*d4002b98SHong Zhang PetscInt N = mat->cmap->N,*indices; 93*d4002b98SHong Zhang #endif 94*d4002b98SHong Zhang 95*d4002b98SHong Zhang PetscFunctionBegin; 96*d4002b98SHong Zhang totalslices = sell->B->rmap->n/8+((sell->B->rmap->n & 0x07)?1:0); /* floor(n/8) */ 97*d4002b98SHong Zhang 98*d4002b98SHong Zhang /* ec counts the number of columns that contain nonzeros */ 99*d4002b98SHong Zhang #if defined(PETSC_USE_CTABLE) 100*d4002b98SHong Zhang /* use a table */ 101*d4002b98SHong Zhang ierr = PetscTableCreate(sell->B->rmap->n,mat->cmap->N+1,&gid1_lid1);CHKERRQ(ierr); 102*d4002b98SHong Zhang for (i=0; i<totalslices; i++) { /* loop over slices */ 103*d4002b98SHong Zhang for (j=B->sliidx[i]; j<B->sliidx[i+1]; j++) { 104*d4002b98SHong Zhang isnonzero = (PetscBool)((j-B->sliidx[i])/8 < B->rlen[(i<<3)+(j&0x07)]); 105*d4002b98SHong Zhang if (isnonzero) { /* check the mask bit */ 106*d4002b98SHong Zhang PetscInt data,gid1 = bcolidx[j] + 1; 107*d4002b98SHong Zhang ierr = PetscTableFind(gid1_lid1,gid1,&data);CHKERRQ(ierr); 108*d4002b98SHong Zhang if (!data) { 109*d4002b98SHong Zhang /* one based table */ 110*d4002b98SHong Zhang ierr = PetscTableAdd(gid1_lid1,gid1,++ec,INSERT_VALUES);CHKERRQ(ierr); 111*d4002b98SHong Zhang } 112*d4002b98SHong Zhang } 113*d4002b98SHong Zhang } 114*d4002b98SHong Zhang } 115*d4002b98SHong Zhang 116*d4002b98SHong Zhang /* form array of columns we need */ 117*d4002b98SHong Zhang ierr = PetscMalloc1(ec+1,&garray);CHKERRQ(ierr); 118*d4002b98SHong Zhang ierr = PetscTableGetHeadPosition(gid1_lid1,&tpos);CHKERRQ(ierr); 119*d4002b98SHong Zhang while (tpos) { 120*d4002b98SHong Zhang ierr = PetscTableGetNext(gid1_lid1,&tpos,&gid,&lid);CHKERRQ(ierr); 121*d4002b98SHong Zhang gid--; 122*d4002b98SHong Zhang lid--; 123*d4002b98SHong Zhang garray[lid] = gid; 124*d4002b98SHong Zhang } 125*d4002b98SHong Zhang ierr = PetscSortInt(ec,garray);CHKERRQ(ierr); /* sort, and rebuild */ 126*d4002b98SHong Zhang ierr = PetscTableRemoveAll(gid1_lid1);CHKERRQ(ierr); 127*d4002b98SHong Zhang for (i=0; i<ec; i++) { 128*d4002b98SHong Zhang ierr = PetscTableAdd(gid1_lid1,garray[i]+1,i+1,INSERT_VALUES);CHKERRQ(ierr); 129*d4002b98SHong Zhang } 130*d4002b98SHong Zhang 131*d4002b98SHong Zhang /* compact out the extra columns in B */ 132*d4002b98SHong Zhang for (i=0; i<totalslices; i++) { /* loop over slices */ 133*d4002b98SHong Zhang for (j=B->sliidx[i]; j<B->sliidx[i+1]; j++) { 134*d4002b98SHong Zhang isnonzero = (PetscBool)((j-B->sliidx[i])/8 < B->rlen[(i<<3)+(j&0x07)]); 135*d4002b98SHong Zhang if (isnonzero) { 136*d4002b98SHong Zhang PetscInt gid1 = bcolidx[j] + 1; 137*d4002b98SHong Zhang ierr = PetscTableFind(gid1_lid1,gid1,&lid);CHKERRQ(ierr); 138*d4002b98SHong Zhang lid--; 139*d4002b98SHong Zhang bcolidx[j] = lid; 140*d4002b98SHong Zhang } 141*d4002b98SHong Zhang } 142*d4002b98SHong Zhang } 143*d4002b98SHong Zhang sell->B->cmap->n = sell->B->cmap->N = ec; 144*d4002b98SHong Zhang sell->B->cmap->bs = 1; 145*d4002b98SHong Zhang 146*d4002b98SHong Zhang ierr = PetscLayoutSetUp((sell->B->cmap));CHKERRQ(ierr); 147*d4002b98SHong Zhang ierr = PetscTableDestroy(&gid1_lid1);CHKERRQ(ierr); 148*d4002b98SHong Zhang #else 149*d4002b98SHong Zhang /* Make an array as long as the number of columns */ 150*d4002b98SHong Zhang ierr = PetscCalloc1(N+1,&indices);CHKERRQ(ierr); 151*d4002b98SHong Zhang /* mark those columns that are in sell->B */ 152*d4002b98SHong Zhang for (i=0; i<totalslices; i++) { /* loop over slices */ 153*d4002b98SHong Zhang for (j=B->sliidx[i]; j<B->sliidx[i+1]; j++) { 154*d4002b98SHong Zhang isnonzero = (PetscBool)((j-B->sliidx[i])/8 < B->rlen[(i<<3)+(j&0x07)]); 155*d4002b98SHong Zhang if (isnonzero) { 156*d4002b98SHong Zhang if (!indices[bcolidx[j]]) ec++; 157*d4002b98SHong Zhang indices[bcolidx[j]] = 1; 158*d4002b98SHong Zhang } 159*d4002b98SHong Zhang } 160*d4002b98SHong Zhang } 161*d4002b98SHong Zhang 162*d4002b98SHong Zhang /* form array of columns we need */ 163*d4002b98SHong Zhang ierr = PetscMalloc1(ec+1,&garray);CHKERRQ(ierr); 164*d4002b98SHong Zhang ec = 0; 165*d4002b98SHong Zhang for (i=0; i<N; i++) { 166*d4002b98SHong Zhang if (indices[i]) garray[ec++] = i; 167*d4002b98SHong Zhang } 168*d4002b98SHong Zhang 169*d4002b98SHong Zhang /* make indices now point into garray */ 170*d4002b98SHong Zhang for (i=0; i<ec; i++) { 171*d4002b98SHong Zhang indices[garray[i]] = i; 172*d4002b98SHong Zhang } 173*d4002b98SHong Zhang 174*d4002b98SHong Zhang /* compact out the extra columns in B */ 175*d4002b98SHong Zhang for (i=0; i<totalslices; i++) { /* loop over slices */ 176*d4002b98SHong Zhang for (j=B->sliidx[i]; j<B->sliidx[i+1]; j++) { 177*d4002b98SHong Zhang isnonzero = (PetscBool)((j-B->sliidx[i])/8 < B->rlen[(i<<3)+(j&0x07)]); 178*d4002b98SHong Zhang if (isnonzero) bcolidx[j] = indices[bcolidx[j]]; 179*d4002b98SHong Zhang } 180*d4002b98SHong Zhang } 181*d4002b98SHong Zhang sell->B->cmap->n = sell->B->cmap->N = ec; /* number of columns that are not all zeros */ 182*d4002b98SHong Zhang sell->B->cmap->bs = 1; 183*d4002b98SHong Zhang 184*d4002b98SHong Zhang ierr = PetscLayoutSetUp((sell->B->cmap));CHKERRQ(ierr); 185*d4002b98SHong Zhang ierr = PetscFree(indices);CHKERRQ(ierr); 186*d4002b98SHong Zhang #endif 187*d4002b98SHong Zhang /* create local vector that is used to scatter into */ 188*d4002b98SHong Zhang ierr = VecCreateSeq(PETSC_COMM_SELF,ec,&sell->lvec);CHKERRQ(ierr); 189*d4002b98SHong Zhang /* create two temporary Index sets for build scatter gather */ 190*d4002b98SHong Zhang ierr = ISCreateGeneral(((PetscObject)mat)->comm,ec,garray,PETSC_COPY_VALUES,&from);CHKERRQ(ierr); 191*d4002b98SHong Zhang ierr = ISCreateStride(PETSC_COMM_SELF,ec,0,1,&to);CHKERRQ(ierr); 192*d4002b98SHong Zhang 193*d4002b98SHong Zhang /* create temporary global vector to generate scatter context */ 194*d4002b98SHong Zhang /* This does not allocate the array's memory so is efficient */ 195*d4002b98SHong Zhang ierr = VecCreateMPIWithArray(PetscObjectComm((PetscObject)mat),1,mat->cmap->n,mat->cmap->N,NULL,&gvec);CHKERRQ(ierr); 196*d4002b98SHong Zhang 197*d4002b98SHong Zhang /* generate the scatter context */ 198*d4002b98SHong Zhang ierr = VecScatterCreate(gvec,from,sell->lvec,to,&sell->Mvctx);CHKERRQ(ierr); 199*d4002b98SHong Zhang ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)sell->Mvctx);CHKERRQ(ierr); 200*d4002b98SHong Zhang ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)sell->lvec);CHKERRQ(ierr); 201*d4002b98SHong Zhang ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)from);CHKERRQ(ierr); 202*d4002b98SHong Zhang ierr = PetscLogObjectParent((PetscObject)mat,(PetscObject)to);CHKERRQ(ierr); 203*d4002b98SHong Zhang 204*d4002b98SHong Zhang sell->garray = garray; 205*d4002b98SHong Zhang 206*d4002b98SHong Zhang ierr = PetscLogObjectMemory((PetscObject)mat,(ec+1)*sizeof(PetscInt));CHKERRQ(ierr); 207*d4002b98SHong Zhang ierr = ISDestroy(&from);CHKERRQ(ierr); 208*d4002b98SHong Zhang ierr = ISDestroy(&to);CHKERRQ(ierr); 209*d4002b98SHong Zhang ierr = VecDestroy(&gvec);CHKERRQ(ierr); 210*d4002b98SHong Zhang PetscFunctionReturn(0); 211*d4002b98SHong Zhang } 212*d4002b98SHong Zhang 213*d4002b98SHong Zhang /* ugly stuff added for Glenn someday we should fix this up */ 214*d4002b98SHong Zhang static PetscInt *auglyrmapd = 0,*auglyrmapo = 0; /* mapping from the local ordering to the "diagonal" and "off-diagonal" parts of the local matrix */ 215*d4002b98SHong Zhang static Vec auglydd = 0,auglyoo = 0; /* work vectors used to scale the two parts of the local matrix */ 216*d4002b98SHong Zhang 217*d4002b98SHong Zhang PetscErrorCode MatMPISELLDiagonalScaleLocalSetUp(Mat inA,Vec scale) 218*d4002b98SHong Zhang { 219*d4002b98SHong Zhang Mat_MPISELL *ina=(Mat_MPISELL*)inA->data; /*access private part of matrix */ 220*d4002b98SHong Zhang PetscErrorCode ierr; 221*d4002b98SHong Zhang PetscInt i,n,nt,cstart,cend,no,*garray=ina->garray,*lindices; 222*d4002b98SHong Zhang PetscInt *r_rmapd,*r_rmapo; 223*d4002b98SHong Zhang 224*d4002b98SHong Zhang PetscFunctionBegin; 225*d4002b98SHong Zhang ierr = MatGetOwnershipRange(inA,&cstart,&cend);CHKERRQ(ierr); 226*d4002b98SHong Zhang ierr = MatGetSize(ina->A,NULL,&n);CHKERRQ(ierr); 227*d4002b98SHong Zhang ierr = PetscCalloc1(inA->rmap->mapping->n+1,&r_rmapd);CHKERRQ(ierr); 228*d4002b98SHong Zhang nt = 0; 229*d4002b98SHong Zhang for (i=0; i<inA->rmap->mapping->n; i++) { 230*d4002b98SHong Zhang if (inA->rmap->mapping->indices[i] >= cstart && inA->rmap->mapping->indices[i] < cend) { 231*d4002b98SHong Zhang nt++; 232*d4002b98SHong Zhang r_rmapd[i] = inA->rmap->mapping->indices[i] + 1; 233*d4002b98SHong Zhang } 234*d4002b98SHong Zhang } 235*d4002b98SHong Zhang if (nt != n) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Hmm nt %D n %D",nt,n); 236*d4002b98SHong Zhang ierr = PetscMalloc1(n+1,&auglyrmapd);CHKERRQ(ierr); 237*d4002b98SHong Zhang for (i=0; i<inA->rmap->mapping->n; i++) { 238*d4002b98SHong Zhang if (r_rmapd[i]) { 239*d4002b98SHong Zhang auglyrmapd[(r_rmapd[i]-1)-cstart] = i; 240*d4002b98SHong Zhang } 241*d4002b98SHong Zhang } 242*d4002b98SHong Zhang ierr = PetscFree(r_rmapd);CHKERRQ(ierr); 243*d4002b98SHong Zhang ierr = VecCreateSeq(PETSC_COMM_SELF,n,&auglydd);CHKERRQ(ierr); 244*d4002b98SHong Zhang ierr = PetscCalloc1(inA->cmap->N+1,&lindices);CHKERRQ(ierr); 245*d4002b98SHong Zhang for (i=0; i<ina->B->cmap->n; i++) { 246*d4002b98SHong Zhang lindices[garray[i]] = i+1; 247*d4002b98SHong Zhang } 248*d4002b98SHong Zhang no = inA->rmap->mapping->n - nt; 249*d4002b98SHong Zhang ierr = PetscCalloc1(inA->rmap->mapping->n+1,&r_rmapo);CHKERRQ(ierr); 250*d4002b98SHong Zhang nt = 0; 251*d4002b98SHong Zhang for (i=0; i<inA->rmap->mapping->n; i++) { 252*d4002b98SHong Zhang if (lindices[inA->rmap->mapping->indices[i]]) { 253*d4002b98SHong Zhang nt++; 254*d4002b98SHong Zhang r_rmapo[i] = lindices[inA->rmap->mapping->indices[i]]; 255*d4002b98SHong Zhang } 256*d4002b98SHong Zhang } 257*d4002b98SHong Zhang if (nt > no) SETERRQ2(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Hmm nt %D no %D",nt,n); 258*d4002b98SHong Zhang ierr = PetscFree(lindices);CHKERRQ(ierr); 259*d4002b98SHong Zhang ierr = PetscMalloc1(nt+1,&auglyrmapo);CHKERRQ(ierr); 260*d4002b98SHong Zhang for (i=0; i<inA->rmap->mapping->n; i++) { 261*d4002b98SHong Zhang if (r_rmapo[i]) { 262*d4002b98SHong Zhang auglyrmapo[(r_rmapo[i]-1)] = i; 263*d4002b98SHong Zhang } 264*d4002b98SHong Zhang } 265*d4002b98SHong Zhang ierr = PetscFree(r_rmapo);CHKERRQ(ierr); 266*d4002b98SHong Zhang ierr = VecCreateSeq(PETSC_COMM_SELF,nt,&auglyoo);CHKERRQ(ierr); 267*d4002b98SHong Zhang PetscFunctionReturn(0); 268*d4002b98SHong Zhang } 269*d4002b98SHong Zhang 270*d4002b98SHong Zhang PetscErrorCode MatDiagonalScaleLocal_MPISELL(Mat A,Vec scale) 271*d4002b98SHong Zhang { 272*d4002b98SHong Zhang Mat_MPISELL *a=(Mat_MPISELL*)A->data; /*access private part of matrix */ 273*d4002b98SHong Zhang PetscErrorCode ierr; 274*d4002b98SHong Zhang PetscInt n,i; 275*d4002b98SHong Zhang PetscScalar *d,*o; 276*d4002b98SHong Zhang const PetscScalar *s; 277*d4002b98SHong Zhang 278*d4002b98SHong Zhang PetscFunctionBegin; 279*d4002b98SHong Zhang if (!auglyrmapd) { 280*d4002b98SHong Zhang ierr = MatMPISELLDiagonalScaleLocalSetUp(A,scale);CHKERRQ(ierr); 281*d4002b98SHong Zhang } 282*d4002b98SHong Zhang ierr = VecGetArrayRead(scale,&s);CHKERRQ(ierr); 283*d4002b98SHong Zhang ierr = VecGetLocalSize(auglydd,&n);CHKERRQ(ierr); 284*d4002b98SHong Zhang ierr = VecGetArray(auglydd,&d);CHKERRQ(ierr); 285*d4002b98SHong Zhang for (i=0; i<n; i++) { 286*d4002b98SHong Zhang d[i] = s[auglyrmapd[i]]; /* copy "diagonal" (true local) portion of scale into dd vector */ 287*d4002b98SHong Zhang } 288*d4002b98SHong Zhang ierr = VecRestoreArray(auglydd,&d);CHKERRQ(ierr); 289*d4002b98SHong Zhang /* column scale "diagonal" portion of local matrix */ 290*d4002b98SHong Zhang ierr = MatDiagonalScale(a->A,NULL,auglydd);CHKERRQ(ierr); 291*d4002b98SHong Zhang ierr = VecGetLocalSize(auglyoo,&n);CHKERRQ(ierr); 292*d4002b98SHong Zhang ierr = VecGetArray(auglyoo,&o);CHKERRQ(ierr); 293*d4002b98SHong Zhang for (i=0; i<n; i++) { 294*d4002b98SHong Zhang o[i] = s[auglyrmapo[i]]; /* copy "off-diagonal" portion of scale into oo vector */ 295*d4002b98SHong Zhang } 296*d4002b98SHong Zhang ierr = VecRestoreArrayRead(scale,&s);CHKERRQ(ierr); 297*d4002b98SHong Zhang ierr = VecRestoreArray(auglyoo,&o);CHKERRQ(ierr); 298*d4002b98SHong Zhang /* column scale "off-diagonal" portion of local matrix */ 299*d4002b98SHong Zhang ierr = MatDiagonalScale(a->B,NULL,auglyoo);CHKERRQ(ierr); 300*d4002b98SHong Zhang PetscFunctionReturn(0); 301*d4002b98SHong Zhang } 302