xref: /petsc/src/mat/impls/elemental/matelem.cxx (revision 68446cf8cfd9386bbc3eb2d1f64dc5874b68e859)
1 #include <../src/mat/impls/elemental/matelemimpl.h> /*I "petscmat.h" I*/
2 
3 /*
4     The variable Petsc_Elemental_keyval is used to indicate an MPI attribute that
5   is attached to a communicator, in this case the attribute is a Mat_Elemental_Grid
6 */
7 static PetscMPIInt Petsc_Elemental_keyval = MPI_KEYVAL_INVALID;
8 
9 #undef __FUNCT__
10 #define __FUNCT__ "PetscElementalInitializePackage"
11 /*@C
12    PetscElementalInitializePackage - Initialize Elemental package
13 
14    Logically Collective
15 
16    Level: developer
17 
18 .seealso: MATELEMENTAL, PetscElementalFinalizePackage()
19 @*/
20 PetscErrorCode PetscElementalInitializePackage(void)
21 {
22   PetscErrorCode ierr;
23 
24   PetscFunctionBegin;
25   if (elem::Initialized()) PetscFunctionReturn(0);
26   { /* We have already initialized MPI, so this song and dance is just to pass these variables (which won't be used by Elemental) through the interface that needs references */
27     int zero = 0;
28     char **nothing = 0;
29     elem::Initialize(zero,nothing);
30   }
31   ierr = PetscRegisterFinalize(PetscElementalFinalizePackage);CHKERRQ(ierr);
32   PetscFunctionReturn(0);
33 }
34 
35 #undef __FUNCT__
36 #define __FUNCT__ "PetscElementalFinalizePackage"
37 /*@C
38    PetscElementalFinalizePackage - Finalize Elemental package
39 
40    Logically Collective
41 
42    Level: developer
43 
44 .seealso: MATELEMENTAL, PetscElementalInitializePackage()
45 @*/
46 PetscErrorCode PetscElementalFinalizePackage(void)
47 {
48 
49   PetscFunctionBegin;
50   elem::Finalize();
51   PetscFunctionReturn(0);
52 }
53 
54 #undef __FUNCT__
55 #define __FUNCT__ "MatView_Elemental"
56 static PetscErrorCode MatView_Elemental(Mat A,PetscViewer viewer)
57 {
58   PetscErrorCode ierr;
59   Mat_Elemental  *a = (Mat_Elemental*)A->data;
60   PetscBool      iascii;
61 
62   PetscFunctionBegin;
63   ierr = PetscObjectTypeCompare((PetscObject)viewer,PETSCVIEWERASCII,&iascii);CHKERRQ(ierr);
64   if (iascii) {
65     PetscViewerFormat format;
66     ierr = PetscViewerGetFormat(viewer,&format);CHKERRQ(ierr);
67     if (format == PETSC_VIEWER_ASCII_INFO) {
68       /* call elemental viewing function */
69       ierr = PetscViewerASCIIPrintf(viewer,"Elemental run parameters:\n");CHKERRQ(ierr);
70       ierr = PetscViewerASCIIPrintf(viewer,"  allocated entries=%d\n",(*a->emat).AllocatedMemory());CHKERRQ(ierr);
71       ierr = PetscViewerASCIIPrintf(viewer,"  grid height=%d, grid width=%d\n",(*a->emat).Grid().Height(),(*a->emat).Grid().Width());CHKERRQ(ierr);
72       if (format == PETSC_VIEWER_ASCII_FACTOR_INFO) {
73         /* call elemental viewing function */
74         ierr = PetscPrintf(PetscObjectComm((PetscObject)viewer),"test matview_elemental 2\n");CHKERRQ(ierr);
75       }
76 
77     } else if (format == PETSC_VIEWER_DEFAULT) {
78       ierr = PetscViewerASCIIUseTabs(viewer,PETSC_FALSE);CHKERRQ(ierr);
79       ierr = PetscObjectPrintClassNamePrefixType((PetscObject)A,viewer);CHKERRQ(ierr);
80       elem::Print( *a->emat, "Elemental matrix (cyclic ordering)" );
81       ierr = PetscViewerASCIIUseTabs(viewer,PETSC_TRUE);CHKERRQ(ierr);
82       if (A->factortype == MAT_FACTOR_NONE){
83         Mat Adense;
84         ierr = PetscPrintf(PetscObjectComm((PetscObject)viewer),"Elemental matrix (explicit ordering)\n");CHKERRQ(ierr);
85         ierr = MatConvert(A,MATDENSE,MAT_INITIAL_MATRIX,&Adense);CHKERRQ(ierr);
86         ierr = MatView(Adense,viewer);CHKERRQ(ierr);
87         ierr = MatDestroy(&Adense);CHKERRQ(ierr);
88       }
89     } else SETERRQ(PetscObjectComm((PetscObject)viewer),PETSC_ERR_SUP,"Format");
90   } else {
91     /* convert to dense format and call MatView() */
92     Mat Adense;
93     ierr = PetscPrintf(PetscObjectComm((PetscObject)viewer),"Elemental matrix (explicit ordering)\n");CHKERRQ(ierr);
94     ierr = MatConvert(A,MATDENSE,MAT_INITIAL_MATRIX,&Adense);CHKERRQ(ierr);
95     ierr = MatView(Adense,viewer);CHKERRQ(ierr);
96     ierr = MatDestroy(&Adense);CHKERRQ(ierr);
97   }
98   PetscFunctionReturn(0);
99 }
100 
101 #undef __FUNCT__
102 #define __FUNCT__ "MatGetInfo_Elemental"
103 static PetscErrorCode MatGetInfo_Elemental(Mat A,MatInfoType flag,MatInfo *info)
104 {
105   Mat_Elemental  *a = (Mat_Elemental*)A->data;
106   PetscMPIInt    rank;
107 
108   PetscFunctionBegin;
109   MPI_Comm_rank(PetscObjectComm((PetscObject)A),&rank);
110 
111   /* if (!rank) printf("          .........MatGetInfo_Elemental ...\n"); */
112   info->block_size     = 1.0;
113 
114   if (flag == MAT_LOCAL) {
115     info->nz_allocated   = (double)(*a->emat).AllocatedMemory(); /* locally allocated */
116     info->nz_used        = info->nz_allocated;
117   } else if (flag == MAT_GLOBAL_MAX) {
118     //ierr = MPI_Allreduce(isend,irecv,5,MPIU_REAL,MPIU_MAX,PetscObjectComm((PetscObject)matin));CHKERRQ(ierr);
119     /* see MatGetInfo_MPIAIJ() for getting global info->nz_allocated! */
120     //SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP," MAT_GLOBAL_MAX not written yet");
121   } else if (flag == MAT_GLOBAL_SUM) {
122     //SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP," MAT_GLOBAL_SUM not written yet");
123     info->nz_allocated   = (double)(*a->emat).AllocatedMemory(); /* locally allocated */
124     info->nz_used        = info->nz_allocated; /* assume Elemental does accurate allocation */
125     //ierr = MPI_Allreduce(isend,irecv,1,MPIU_REAL,MPIU_SUM,PetscObjectComm((PetscObject)A));CHKERRQ(ierr);
126     //PetscPrintf(PETSC_COMM_SELF,"    ... [%d] locally allocated %g\n",rank,info->nz_allocated);
127   }
128 
129   info->nz_unneeded       = 0.0;
130   info->assemblies        = (double)A->num_ass;
131   info->mallocs           = 0;
132   info->memory            = ((PetscObject)A)->mem;
133   info->fill_ratio_given  = 0; /* determined by Elemental */
134   info->fill_ratio_needed = 0;
135   info->factor_mallocs    = 0;
136   PetscFunctionReturn(0);
137 }
138 
139 #undef __FUNCT__
140 #define __FUNCT__ "MatSetValues_Elemental"
141 static PetscErrorCode MatSetValues_Elemental(Mat A,PetscInt nr,const PetscInt *rows,PetscInt nc,const PetscInt *cols,const PetscScalar *vals,InsertMode imode)
142 {
143   PetscErrorCode ierr;
144   Mat_Elemental  *a = (Mat_Elemental*)A->data;
145   PetscMPIInt    rank;
146   PetscInt       i,j,rrank,ridx,crank,cidx;
147 
148   PetscFunctionBegin;
149   ierr = MPI_Comm_rank(PetscObjectComm((PetscObject)A),&rank);CHKERRQ(ierr);
150 
151   const elem::Grid &grid = a->emat->Grid();
152   for (i=0; i<nr; i++) {
153     PetscInt erow,ecol,elrow,elcol;
154     if (rows[i] < 0) continue;
155     P2RO(A,0,rows[i],&rrank,&ridx);
156     RO2E(A,0,rrank,ridx,&erow);
157     if (rrank < 0 || ridx < 0 || erow < 0) SETERRQ(PetscObjectComm((PetscObject)A),PETSC_ERR_PLIB,"Incorrect row translation");
158     for (j=0; j<nc; j++) {
159       if (cols[j] < 0) continue;
160       P2RO(A,1,cols[j],&crank,&cidx);
161       RO2E(A,1,crank,cidx,&ecol);
162       if (crank < 0 || cidx < 0 || ecol < 0) SETERRQ(PetscObjectComm((PetscObject)A),PETSC_ERR_PLIB,"Incorrect col translation");
163       if (erow % grid.MCSize() != grid.MCRank() || ecol % grid.MRSize() != grid.MRRank()){ /* off-proc entry */
164         if (imode != ADD_VALUES) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Only ADD_VALUES to off-processor entry is supported");
165         /* PetscPrintf(PETSC_COMM_SELF,"[%D] add off-proc entry (%D,%D, %g) (%D %D)\n",rank,rows[i],cols[j],*(vals+i*nc),erow,ecol); */
166         a->esubmat->Set(0,0, (PetscElemScalar)vals[i*nc+j]);
167         a->interface->Axpy(1.0,*(a->esubmat),erow,ecol);
168         continue;
169       }
170       elrow = erow / grid.MCSize();
171       elcol = ecol / grid.MRSize();
172       switch (imode) {
173       case INSERT_VALUES: a->emat->SetLocal(elrow,elcol,(PetscElemScalar)vals[i*nc+j]); break;
174       case ADD_VALUES: a->emat->UpdateLocal(elrow,elcol,(PetscElemScalar)vals[i*nc+j]); break;
175       default: SETERRQ1(PetscObjectComm((PetscObject)A),PETSC_ERR_SUP,"No support for InsertMode %d",(int)imode);
176       }
177     }
178   }
179   PetscFunctionReturn(0);
180 }
181 
182 #undef __FUNCT__
183 #define __FUNCT__ "MatMult_Elemental"
184 static PetscErrorCode MatMult_Elemental(Mat A,Vec X,Vec Y)
185 {
186   Mat_Elemental         *a = (Mat_Elemental*)A->data;
187   PetscErrorCode        ierr;
188   const PetscElemScalar *x;
189   PetscElemScalar       *y;
190   PetscElemScalar       one = 1,zero = 0;
191 
192   PetscFunctionBegin;
193   ierr = VecGetArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
194   ierr = VecGetArray(Y,(PetscScalar **)&y);CHKERRQ(ierr);
195   { /* Scoping so that constructor is called before pointer is returned */
196     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> xe(A->cmap->N,1,0,0,x,A->cmap->n,*a->grid);
197     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> ye(A->rmap->N,1,0,0,y,A->rmap->n,*a->grid);
198     elem::Gemv(elem::NORMAL,one,*a->emat,xe,zero,ye);
199   }
200   ierr = VecRestoreArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
201   ierr = VecRestoreArray(Y,(PetscScalar **)&y);CHKERRQ(ierr);
202   PetscFunctionReturn(0);
203 }
204 
205 #undef __FUNCT__
206 #define __FUNCT__ "MatMultTranspose_Elemental"
207 static PetscErrorCode MatMultTranspose_Elemental(Mat A,Vec X,Vec Y)
208 {
209   Mat_Elemental         *a = (Mat_Elemental*)A->data;
210   PetscErrorCode        ierr;
211   const PetscElemScalar *x;
212   PetscElemScalar       *y;
213   PetscElemScalar       one = 1,zero = 0;
214 
215   PetscFunctionBegin;
216   ierr = VecGetArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
217   ierr = VecGetArray(Y,(PetscScalar **)&y);CHKERRQ(ierr);
218   { /* Scoping so that constructor is called before pointer is returned */
219     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> xe(A->rmap->N,1,0,0,x,A->rmap->n,*a->grid);
220     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> ye(A->cmap->N,1,0,0,y,A->cmap->n,*a->grid);
221     elem::Gemv(elem::TRANSPOSE,one,*a->emat,xe,zero,ye);
222   }
223   ierr = VecRestoreArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
224   ierr = VecRestoreArray(Y,(PetscScalar **)&y);CHKERRQ(ierr);
225   PetscFunctionReturn(0);
226 }
227 
228 #undef __FUNCT__
229 #define __FUNCT__ "MatMultAdd_Elemental"
230 static PetscErrorCode MatMultAdd_Elemental(Mat A,Vec X,Vec Y,Vec Z)
231 {
232   Mat_Elemental         *a = (Mat_Elemental*)A->data;
233   PetscErrorCode        ierr;
234   const PetscElemScalar *x;
235   PetscElemScalar       *z;
236   PetscElemScalar       one = 1;
237 
238   PetscFunctionBegin;
239   if (Y != Z) {ierr = VecCopy(Y,Z);CHKERRQ(ierr);}
240   ierr = VecGetArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
241   ierr = VecGetArray(Z,(PetscScalar **)&z);CHKERRQ(ierr);
242   { /* Scoping so that constructor is called before pointer is returned */
243     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> xe(A->cmap->N,1,0,0,x,A->cmap->n,*a->grid);
244     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> ze(A->rmap->N,1,0,0,z,A->rmap->n,*a->grid);
245     elem::Gemv(elem::NORMAL,one,*a->emat,xe,one,ze);
246   }
247   ierr = VecRestoreArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
248   ierr = VecRestoreArray(Z,(PetscScalar **)&z);CHKERRQ(ierr);
249   PetscFunctionReturn(0);
250 }
251 
252 #undef __FUNCT__
253 #define __FUNCT__ "MatMultTransposeAdd_Elemental"
254 static PetscErrorCode MatMultTransposeAdd_Elemental(Mat A,Vec X,Vec Y,Vec Z)
255 {
256   Mat_Elemental         *a = (Mat_Elemental*)A->data;
257   PetscErrorCode        ierr;
258   const PetscElemScalar *x;
259   PetscElemScalar       *z;
260   PetscElemScalar       one = 1;
261 
262   PetscFunctionBegin;
263   if (Y != Z) {ierr = VecCopy(Y,Z);CHKERRQ(ierr);}
264   ierr = VecGetArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
265   ierr = VecGetArray(Z,(PetscScalar **)&z);CHKERRQ(ierr);
266   { /* Scoping so that constructor is called before pointer is returned */
267     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> xe(A->rmap->N,1,0,0,x,A->rmap->n,*a->grid);
268     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> ze(A->cmap->N,1,0,0,z,A->cmap->n,*a->grid);
269     elem::Gemv(elem::TRANSPOSE,one,*a->emat,xe,one,ze);
270   }
271   ierr = VecRestoreArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
272   ierr = VecRestoreArray(Z,(PetscScalar **)&z);CHKERRQ(ierr);
273   PetscFunctionReturn(0);
274 }
275 
276 #undef __FUNCT__
277 #define __FUNCT__ "MatMatMultNumeric_Elemental"
278 static PetscErrorCode MatMatMultNumeric_Elemental(Mat A,Mat B,Mat C)
279 {
280   Mat_Elemental    *a = (Mat_Elemental*)A->data;
281   Mat_Elemental    *b = (Mat_Elemental*)B->data;
282   Mat_Elemental    *c = (Mat_Elemental*)C->data;
283   PetscElemScalar  one = 1,zero = 0;
284 
285   PetscFunctionBegin;
286   { /* Scoping so that constructor is called before pointer is returned */
287     elem::Gemm(elem::NORMAL,elem::NORMAL,one,*a->emat,*b->emat,zero,*c->emat);
288   }
289   C->assembled = PETSC_TRUE;
290   PetscFunctionReturn(0);
291 }
292 
293 #undef __FUNCT__
294 #define __FUNCT__ "MatMatMultSymbolic_Elemental"
295 static PetscErrorCode MatMatMultSymbolic_Elemental(Mat A,Mat B,PetscReal fill,Mat *C)
296 {
297   PetscErrorCode ierr;
298   Mat            Ce;
299   MPI_Comm       comm;
300 
301   PetscFunctionBegin;
302   ierr = PetscObjectGetComm((PetscObject)A,&comm);CHKERRQ(ierr);
303   ierr = MatCreate(comm,&Ce);CHKERRQ(ierr);
304   ierr = MatSetSizes(Ce,A->rmap->n,B->cmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
305   ierr = MatSetType(Ce,MATELEMENTAL);CHKERRQ(ierr);
306   ierr = MatSetUp(Ce);CHKERRQ(ierr);
307   *C = Ce;
308   PetscFunctionReturn(0);
309 }
310 
311 #undef __FUNCT__
312 #define __FUNCT__ "MatMatMult_Elemental"
313 static PetscErrorCode MatMatMult_Elemental(Mat A,Mat B,MatReuse scall,PetscReal fill,Mat *C)
314 {
315   PetscErrorCode ierr;
316 
317   PetscFunctionBegin;
318   if (scall == MAT_INITIAL_MATRIX){
319     ierr = PetscLogEventBegin(MAT_MatMultSymbolic,A,B,0,0);CHKERRQ(ierr);
320     ierr = MatMatMultSymbolic_Elemental(A,B,1.0,C);CHKERRQ(ierr);
321     ierr = PetscLogEventEnd(MAT_MatMultSymbolic,A,B,0,0);CHKERRQ(ierr);
322   }
323   ierr = PetscLogEventBegin(MAT_MatMultNumeric,A,B,0,0);CHKERRQ(ierr);
324   ierr = MatMatMultNumeric_Elemental(A,B,*C);CHKERRQ(ierr);
325   ierr = PetscLogEventEnd(MAT_MatMultNumeric,A,B,0,0);CHKERRQ(ierr);
326   PetscFunctionReturn(0);
327 }
328 
329 #undef __FUNCT__
330 #define __FUNCT__ "MatMatTransposeMultNumeric_Elemental"
331 static PetscErrorCode MatMatTransposeMultNumeric_Elemental(Mat A,Mat B,Mat C)
332 {
333   Mat_Elemental      *a = (Mat_Elemental*)A->data;
334   Mat_Elemental      *b = (Mat_Elemental*)B->data;
335   Mat_Elemental      *c = (Mat_Elemental*)C->data;
336   PetscElemScalar    one = 1,zero = 0;
337 
338   PetscFunctionBegin;
339   { /* Scoping so that constructor is called before pointer is returned */
340     elem::Gemm(elem::NORMAL,elem::TRANSPOSE,one,*a->emat,*b->emat,zero,*c->emat);
341   }
342   C->assembled = PETSC_TRUE;
343   PetscFunctionReturn(0);
344 }
345 
346 #undef __FUNCT__
347 #define __FUNCT__ "MatMatTransposeMultSymbolic_Elemental"
348 static PetscErrorCode MatMatTransposeMultSymbolic_Elemental(Mat A,Mat B,PetscReal fill,Mat *C)
349 {
350   PetscErrorCode ierr;
351   Mat            Ce;
352   MPI_Comm       comm;
353 
354   PetscFunctionBegin;
355   ierr = PetscObjectGetComm((PetscObject)A,&comm);CHKERRQ(ierr);
356   ierr = MatCreate(comm,&Ce);CHKERRQ(ierr);
357   ierr = MatSetSizes(Ce,A->rmap->n,B->rmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
358   ierr = MatSetType(Ce,MATELEMENTAL);CHKERRQ(ierr);
359   ierr = MatSetUp(Ce);CHKERRQ(ierr);
360   *C = Ce;
361   PetscFunctionReturn(0);
362 }
363 
364 #undef __FUNCT__
365 #define __FUNCT__ "MatMatTransposeMult_Elemental"
366 static PetscErrorCode MatMatTransposeMult_Elemental(Mat A,Mat B,MatReuse scall,PetscReal fill,Mat *C)
367 {
368   PetscErrorCode ierr;
369 
370   PetscFunctionBegin;
371   if (scall == MAT_INITIAL_MATRIX){
372     ierr = PetscLogEventBegin(MAT_MatTransposeMultSymbolic,A,B,0,0);CHKERRQ(ierr);
373     ierr = MatMatMultSymbolic_Elemental(A,B,1.0,C);CHKERRQ(ierr);
374     ierr = PetscLogEventEnd(MAT_MatTransposeMultSymbolic,A,B,0,0);CHKERRQ(ierr);
375   }
376   ierr = PetscLogEventBegin(MAT_MatTransposeMultNumeric,A,B,0,0);CHKERRQ(ierr);
377   ierr = MatMatTransposeMultNumeric_Elemental(A,B,*C);CHKERRQ(ierr);
378   ierr = PetscLogEventEnd(MAT_MatTransposeMultNumeric,A,B,0,0);CHKERRQ(ierr);
379   PetscFunctionReturn(0);
380 }
381 
382 #undef __FUNCT__
383 #define __FUNCT__ "MatGetDiagonal_Elemental"
384 static PetscErrorCode MatGetDiagonal_Elemental(Mat A,Vec D)
385 {
386   PetscInt        i,nrows,ncols,nD,rrank,ridx,crank,cidx;
387   Mat_Elemental   *a = (Mat_Elemental*)A->data;
388   PetscErrorCode  ierr;
389   PetscElemScalar v;
390   MPI_Comm        comm;
391 
392   PetscFunctionBegin;
393   ierr = PetscObjectGetComm((PetscObject)A,&comm);CHKERRQ(ierr);
394   ierr = MatGetSize(A,&nrows,&ncols);CHKERRQ(ierr);
395   nD = nrows>ncols ? ncols : nrows;
396   for (i=0; i<nD; i++) {
397     PetscInt erow,ecol;
398     P2RO(A,0,i,&rrank,&ridx);
399     RO2E(A,0,rrank,ridx,&erow);
400     if (rrank < 0 || ridx < 0 || erow < 0) SETERRQ(comm,PETSC_ERR_PLIB,"Incorrect row translation");
401     P2RO(A,1,i,&crank,&cidx);
402     RO2E(A,1,crank,cidx,&ecol);
403     if (crank < 0 || cidx < 0 || ecol < 0) SETERRQ(comm,PETSC_ERR_PLIB,"Incorrect col translation");
404     v = a->emat->Get(erow,ecol);
405     ierr = VecSetValues(D,1,&i,(PetscScalar*)&v,INSERT_VALUES);CHKERRQ(ierr);
406   }
407   ierr = VecAssemblyBegin(D);CHKERRQ(ierr);
408   ierr = VecAssemblyEnd(D);CHKERRQ(ierr);
409   PetscFunctionReturn(0);
410 }
411 
412 #undef __FUNCT__
413 #define __FUNCT__ "MatDiagonalScale_Elemental"
414 static PetscErrorCode MatDiagonalScale_Elemental(Mat X,Vec L,Vec R)
415 {
416   Mat_Elemental         *x = (Mat_Elemental*)X->data;
417   const PetscElemScalar *d;
418   PetscErrorCode        ierr;
419 
420   PetscFunctionBegin;
421   if (R) {
422     ierr = VecGetArrayRead(R,(const PetscScalar **)&d);CHKERRQ(ierr);
423     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> de(X->cmap->N,1,0,0,d,X->cmap->n,*x->grid);
424     elem::DiagonalScale(elem::RIGHT,elem::NORMAL,de,*x->emat);
425     ierr = VecRestoreArrayRead(R,(const PetscScalar **)&d);CHKERRQ(ierr);
426   }
427   if (L) {
428     ierr = VecGetArrayRead(L,(const PetscScalar **)&d);CHKERRQ(ierr);
429     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> de(X->rmap->N,1,0,0,d,X->rmap->n,*x->grid);
430     elem::DiagonalScale(elem::LEFT,elem::NORMAL,de,*x->emat);
431     ierr = VecRestoreArrayRead(L,(const PetscScalar **)&d);CHKERRQ(ierr);
432   }
433   PetscFunctionReturn(0);
434 }
435 
436 #undef __FUNCT__
437 #define __FUNCT__ "MatScale_Elemental"
438 static PetscErrorCode MatScale_Elemental(Mat X,PetscScalar a)
439 {
440   Mat_Elemental  *x = (Mat_Elemental*)X->data;
441 
442   PetscFunctionBegin;
443   elem::Scal((PetscElemScalar)a,*x->emat);
444   PetscFunctionReturn(0);
445 }
446 
447 #undef __FUNCT__
448 #define __FUNCT__ "MatAXPY_Elemental"
449 static PetscErrorCode MatAXPY_Elemental(Mat Y,PetscScalar a,Mat X,MatStructure str)
450 {
451   Mat_Elemental  *x = (Mat_Elemental*)X->data;
452   Mat_Elemental  *y = (Mat_Elemental*)Y->data;
453   PetscErrorCode ierr;
454 
455   PetscFunctionBegin;
456   elem::Axpy((PetscElemScalar)a,*x->emat,*y->emat);
457   ierr = PetscObjectStateIncrease((PetscObject)Y);CHKERRQ(ierr);
458   PetscFunctionReturn(0);
459 }
460 
461 #undef __FUNCT__
462 #define __FUNCT__ "MatCopy_Elemental"
463 static PetscErrorCode MatCopy_Elemental(Mat A,Mat B,MatStructure str)
464 {
465   Mat_Elemental *a=(Mat_Elemental*)A->data;
466   Mat_Elemental *b=(Mat_Elemental*)B->data;
467 
468   PetscFunctionBegin;
469   elem::Copy(*a->emat,*b->emat);
470   PetscFunctionReturn(0);
471 }
472 
473 #undef __FUNCT__
474 #define __FUNCT__ "MatDuplicate_Elemental"
475 static PetscErrorCode MatDuplicate_Elemental(Mat A,MatDuplicateOption op,Mat *B)
476 {
477   Mat            Be;
478   MPI_Comm       comm;
479   Mat_Elemental  *a=(Mat_Elemental*)A->data;
480   PetscErrorCode ierr;
481 
482   PetscFunctionBegin;
483   ierr = PetscObjectGetComm((PetscObject)A,&comm);CHKERRQ(ierr);
484   ierr = MatCreate(comm,&Be);CHKERRQ(ierr);
485   ierr = MatSetSizes(Be,A->rmap->n,A->cmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
486   ierr = MatSetType(Be,MATELEMENTAL);CHKERRQ(ierr);
487   ierr = MatSetUp(Be);CHKERRQ(ierr);
488   *B = Be;
489   if (op == MAT_COPY_VALUES) {
490     Mat_Elemental *b=(Mat_Elemental*)Be->data;
491     elem::Copy(*a->emat,*b->emat);
492   }
493   Be->assembled = PETSC_TRUE;
494   PetscFunctionReturn(0);
495 }
496 
497 #undef __FUNCT__
498 #define __FUNCT__ "MatTranspose_Elemental"
499 static PetscErrorCode MatTranspose_Elemental(Mat A,MatReuse reuse,Mat *B)
500 {
501   Mat            Be;
502   PetscErrorCode ierr;
503   MPI_Comm       comm;
504   Mat_Elemental  *a = (Mat_Elemental*)A->data, *b;
505 
506   PetscFunctionBegin;
507   ierr = PetscObjectGetComm((PetscObject)A,&comm);CHKERRQ(ierr);
508   /* Only out-of-place supported */
509   if (reuse == MAT_INITIAL_MATRIX){
510     ierr = MatCreate(comm,&Be);CHKERRQ(ierr);
511     ierr = MatSetSizes(Be,A->cmap->n,A->rmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
512     ierr = MatSetType(Be,MATELEMENTAL);CHKERRQ(ierr);
513     ierr = MatSetUp(Be);CHKERRQ(ierr);
514     *B = Be;
515   }
516   b = (Mat_Elemental*)Be->data;
517   elem::Transpose(*a->emat,*b->emat);
518   Be->assembled = PETSC_TRUE;
519   PetscFunctionReturn(0);
520 }
521 
522 #undef __FUNCT__
523 #define __FUNCT__ "MatConjugate_Elemental"
524 static PetscErrorCode MatConjugate_Elemental(Mat A)
525 {
526   Mat_Elemental  *a = (Mat_Elemental*)A->data;
527 
528   PetscFunctionBegin;
529   elem::Conjugate(*a->emat);
530   PetscFunctionReturn(0);
531 }
532 
533 #undef __FUNCT__
534 #define __FUNCT__ "MatHermitianTranspose_Elemental"
535 static PetscErrorCode MatHermitianTranspose_Elemental(Mat A,MatReuse reuse,Mat *B)
536 {
537   Mat            Be;
538   PetscErrorCode ierr;
539   MPI_Comm       comm;
540   Mat_Elemental  *a = (Mat_Elemental*)A->data, *b;
541 
542   PetscFunctionBegin;
543   ierr = PetscObjectGetComm((PetscObject)A,&comm);CHKERRQ(ierr);
544   /* Only out-of-place supported */
545   if (reuse == MAT_INITIAL_MATRIX){
546     ierr = MatCreate(comm,&Be);CHKERRQ(ierr);
547     ierr = MatSetSizes(Be,A->cmap->n,A->rmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
548     ierr = MatSetType(Be,MATELEMENTAL);CHKERRQ(ierr);
549     ierr = MatSetUp(Be);CHKERRQ(ierr);
550     *B = Be;
551   }
552   b = (Mat_Elemental*)Be->data;
553   elem::Adjoint(*a->emat,*b->emat);
554   Be->assembled = PETSC_TRUE;
555   PetscFunctionReturn(0);
556 }
557 
558 #undef __FUNCT__
559 #define __FUNCT__ "MatSolve_Elemental"
560 static PetscErrorCode MatSolve_Elemental(Mat A,Vec B,Vec X)
561 {
562   Mat_Elemental     *a = (Mat_Elemental*)A->data;
563   PetscErrorCode    ierr;
564   PetscElemScalar   *x;
565 
566   PetscFunctionBegin;
567   ierr = VecCopy(B,X);CHKERRQ(ierr);
568   ierr = VecGetArray(X,(PetscScalar **)&x);CHKERRQ(ierr);
569   elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> xe(A->rmap->N,1,0,0,x,A->rmap->n,*a->grid);
570   elem::DistMatrix<PetscElemScalar,elem::MC,elem::MR> xer = xe;
571   switch (A->factortype) {
572   case MAT_FACTOR_LU:
573     if ((*a->pivot).AllocatedMemory()) {
574       elem::lu::SolveAfter(elem::NORMAL,*a->emat,*a->pivot,xer);
575       elem::Copy(xer,xe);
576     } else {
577       elem::lu::SolveAfter(elem::NORMAL,*a->emat,xer);
578       elem::Copy(xer,xe);
579     }
580     break;
581   case MAT_FACTOR_CHOLESKY:
582     elem::cholesky::SolveAfter(elem::UPPER,elem::NORMAL,*a->emat,xer);
583     elem::Copy(xer,xe);
584     break;
585   default:
586     SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Unfactored Matrix or Unsupported MatFactorType");
587     break;
588   }
589   ierr = VecRestoreArray(X,(PetscScalar **)&x);CHKERRQ(ierr);
590   PetscFunctionReturn(0);
591 }
592 
593 #undef __FUNCT__
594 #define __FUNCT__ "MatSolveAdd_Elemental"
595 static PetscErrorCode MatSolveAdd_Elemental(Mat A,Vec B,Vec Y,Vec X)
596 {
597   PetscErrorCode    ierr;
598 
599   PetscFunctionBegin;
600   ierr = MatSolve_Elemental(A,B,X);CHKERRQ(ierr);
601   ierr = VecAXPY(X,1,Y);CHKERRQ(ierr);
602   PetscFunctionReturn(0);
603 }
604 
605 #undef __FUNCT__
606 #define __FUNCT__ "MatMatSolve_Elemental"
607 static PetscErrorCode MatMatSolve_Elemental(Mat A,Mat B,Mat X)
608 {
609   Mat_Elemental *a=(Mat_Elemental*)A->data;
610   Mat_Elemental *b=(Mat_Elemental*)B->data;
611   Mat_Elemental *x=(Mat_Elemental*)X->data;
612 
613   PetscFunctionBegin;
614   elem::Copy(*b->emat,*x->emat);
615   switch (A->factortype) {
616   case MAT_FACTOR_LU:
617     if ((*a->pivot).AllocatedMemory()) {
618       elem::lu::SolveAfter(elem::NORMAL,*a->emat,*a->pivot,*x->emat);
619     } else {
620       elem::lu::SolveAfter(elem::NORMAL,*a->emat,*x->emat);
621     }
622     break;
623   case MAT_FACTOR_CHOLESKY:
624     elem::cholesky::SolveAfter(elem::UPPER,elem::NORMAL,*a->emat,*x->emat);
625     break;
626   default:
627     SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Unfactored Matrix or Unsupported MatFactorType");
628     break;
629   }
630   PetscFunctionReturn(0);
631 }
632 
633 #undef __FUNCT__
634 #define __FUNCT__ "MatLUFactor_Elemental"
635 static PetscErrorCode MatLUFactor_Elemental(Mat A,IS row,IS col,const MatFactorInfo *info)
636 {
637   Mat_Elemental  *a = (Mat_Elemental*)A->data;
638 
639   PetscFunctionBegin;
640   if (info->dtcol){
641     elem::LU(*a->emat,*a->pivot);
642   } else {
643     elem::LU(*a->emat);
644   }
645   A->factortype = MAT_FACTOR_LU;
646   A->assembled  = PETSC_TRUE;
647   PetscFunctionReturn(0);
648 }
649 
650 #undef __FUNCT__
651 #define __FUNCT__ "MatLUFactorNumeric_Elemental"
652 static PetscErrorCode  MatLUFactorNumeric_Elemental(Mat F,Mat A,const MatFactorInfo *info)
653 {
654   PetscErrorCode ierr;
655 
656   PetscFunctionBegin;
657   ierr = MatCopy(A,F,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
658   ierr = MatLUFactor_Elemental(F,0,0,info);CHKERRQ(ierr);
659   PetscFunctionReturn(0);
660 }
661 
662 #undef __FUNCT__
663 #define __FUNCT__ "MatLUFactorSymbolic_Elemental"
664 static PetscErrorCode  MatLUFactorSymbolic_Elemental(Mat F,Mat A,IS r,IS c,const MatFactorInfo *info)
665 {
666   PetscFunctionBegin;
667   /* F is create and allocated by MatGetFactor_elemental_petsc(), skip this routine. */
668   PetscFunctionReturn(0);
669 }
670 
671 #undef __FUNCT__
672 #define __FUNCT__ "MatCholeskyFactor_Elemental"
673 static PetscErrorCode MatCholeskyFactor_Elemental(Mat A,IS perm,const MatFactorInfo *info)
674 {
675   Mat_Elemental  *a = (Mat_Elemental*)A->data;
676   elem::DistMatrix<PetscElemScalar,elem::MC,elem::STAR> d;
677 
678   PetscFunctionBegin;
679   elem::Cholesky(elem::UPPER,*a->emat);
680   A->factortype = MAT_FACTOR_CHOLESKY;
681   A->assembled  = PETSC_TRUE;
682   PetscFunctionReturn(0);
683 }
684 
685 #undef __FUNCT__
686 #define __FUNCT__ "MatCholeskyFactorNumeric_Elemental"
687 static PetscErrorCode MatCholeskyFactorNumeric_Elemental(Mat F,Mat A,const MatFactorInfo *info)
688 {
689   PetscErrorCode ierr;
690 
691   PetscFunctionBegin;
692   ierr = MatCopy(A,F,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
693   ierr = MatCholeskyFactor_Elemental(F,0,info);CHKERRQ(ierr);
694   PetscFunctionReturn(0);
695 }
696 
697 #undef __FUNCT__
698 #define __FUNCT__ "MatCholeskyFactorSymbolic_Elemental"
699 static PetscErrorCode MatCholeskyFactorSymbolic_Elemental(Mat F,Mat A,IS perm,const MatFactorInfo *info)
700 {
701   PetscFunctionBegin;
702   /* F is create and allocated by MatGetFactor_elemental_petsc(), skip this routine. */
703   PetscFunctionReturn(0);
704 }
705 
706 #undef __FUNCT__
707 #define __FUNCT__ "MatFactorGetSolverPackage_elemental_elemental"
708 PetscErrorCode MatFactorGetSolverPackage_elemental_elemental(Mat A,const MatSolverPackage *type)
709 {
710   PetscFunctionBegin;
711   *type = MATSOLVERELEMENTAL;
712   PetscFunctionReturn(0);
713 }
714 
715 #undef __FUNCT__
716 #define __FUNCT__ "MatGetFactor_elemental_elemental"
717 static PetscErrorCode MatGetFactor_elemental_elemental(Mat A,MatFactorType ftype,Mat *F)
718 {
719   Mat            B;
720   PetscErrorCode ierr;
721 
722   PetscFunctionBegin;
723   /* Create the factorization matrix */
724   ierr = MatCreate(PetscObjectComm((PetscObject)A),&B);CHKERRQ(ierr);
725   ierr = MatSetSizes(B,A->rmap->n,A->cmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
726   ierr = MatSetType(B,MATELEMENTAL);CHKERRQ(ierr);
727   ierr = MatSetUp(B);CHKERRQ(ierr);
728   B->factortype = ftype;
729   ierr = PetscObjectComposeFunction((PetscObject)B,"MatFactorGetSolverPackage_C",MatFactorGetSolverPackage_elemental_elemental);CHKERRQ(ierr);
730   *F            = B;
731   PetscFunctionReturn(0);
732 }
733 
734 #undef __FUNCT__
735 #define __FUNCT__ "MatNorm_Elemental"
736 static PetscErrorCode MatNorm_Elemental(Mat A,NormType type,PetscReal *nrm)
737 {
738   Mat_Elemental *a=(Mat_Elemental*)A->data;
739 
740   PetscFunctionBegin;
741   switch (type){
742   case NORM_1:
743     *nrm = elem::OneNorm(*a->emat);
744     break;
745   case NORM_FROBENIUS:
746     *nrm = elem::FrobeniusNorm(*a->emat);
747     break;
748   case NORM_INFINITY:
749     *nrm = elem::InfinityNorm(*a->emat);
750     break;
751   default:
752     printf("Error: unsupported norm type!\n");
753   }
754   PetscFunctionReturn(0);
755 }
756 
757 #undef __FUNCT__
758 #define __FUNCT__ "MatZeroEntries_Elemental"
759 static PetscErrorCode MatZeroEntries_Elemental(Mat A)
760 {
761   Mat_Elemental *a=(Mat_Elemental*)A->data;
762 
763   PetscFunctionBegin;
764   elem::Zero(*a->emat);
765   PetscFunctionReturn(0);
766 }
767 
768 #undef __FUNCT__
769 #define __FUNCT__ "MatGetOwnershipIS_Elemental"
770 static PetscErrorCode MatGetOwnershipIS_Elemental(Mat A,IS *rows,IS *cols)
771 {
772   Mat_Elemental  *a = (Mat_Elemental*)A->data;
773   PetscErrorCode ierr;
774   PetscInt       i,m,shift,stride,*idx;
775 
776   PetscFunctionBegin;
777   if (rows) {
778     m = a->emat->LocalHeight();
779     shift = a->emat->ColShift();
780     stride = a->emat->ColStride();
781     ierr = PetscMalloc1(m,&idx);CHKERRQ(ierr);
782     for (i=0; i<m; i++) {
783       PetscInt rank,offset;
784       E2RO(A,0,shift+i*stride,&rank,&offset);
785       RO2P(A,0,rank,offset,&idx[i]);
786     }
787     ierr = ISCreateGeneral(PETSC_COMM_SELF,m,idx,PETSC_OWN_POINTER,rows);CHKERRQ(ierr);
788   }
789   if (cols) {
790     m = a->emat->LocalWidth();
791     shift = a->emat->RowShift();
792     stride = a->emat->RowStride();
793     ierr = PetscMalloc1(m,&idx);CHKERRQ(ierr);
794     for (i=0; i<m; i++) {
795       PetscInt rank,offset;
796       E2RO(A,1,shift+i*stride,&rank,&offset);
797       RO2P(A,1,rank,offset,&idx[i]);
798     }
799     ierr = ISCreateGeneral(PETSC_COMM_SELF,m,idx,PETSC_OWN_POINTER,cols);CHKERRQ(ierr);
800   }
801   PetscFunctionReturn(0);
802 }
803 
804 #undef __FUNCT__
805 #define __FUNCT__ "MatConvert_Elemental_Dense"
806 static PetscErrorCode MatConvert_Elemental_Dense(Mat A,MatType newtype,MatReuse reuse,Mat *B)
807 {
808   Mat                Bmpi;
809   Mat_Elemental      *a = (Mat_Elemental*)A->data;
810   MPI_Comm           comm;
811   PetscErrorCode     ierr;
812   PetscInt           rrank,ridx,crank,cidx,nrows,ncols,i,j;
813   PetscElemScalar    v;
814   PetscBool          s1,s2,s3;
815 
816   PetscFunctionBegin;
817   ierr = PetscObjectGetComm((PetscObject)A,&comm);CHKERRQ(ierr);
818   ierr = PetscStrcmp(newtype,MATDENSE,&s1);CHKERRQ(ierr);
819   ierr = PetscStrcmp(newtype,MATSEQDENSE,&s2);CHKERRQ(ierr);
820   ierr = PetscStrcmp(newtype,MATMPIDENSE,&s3);CHKERRQ(ierr);
821   if (!s1 && !s2 && !s3) SETERRQ(comm,PETSC_ERR_SUP,"Unsupported New MatType: must be MATDENSE, MATSEQDENSE or MATMPIDENSE");
822   ierr = MatCreate(comm,&Bmpi);CHKERRQ(ierr);
823   ierr = MatSetSizes(Bmpi,A->rmap->n,A->cmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
824   ierr = MatSetType(Bmpi,MATDENSE);CHKERRQ(ierr);
825   ierr = MatSetUp(Bmpi);CHKERRQ(ierr);
826   ierr = MatGetSize(A,&nrows,&ncols);CHKERRQ(ierr);
827   for (i=0; i<nrows; i++) {
828     PetscInt erow,ecol;
829     P2RO(A,0,i,&rrank,&ridx);
830     RO2E(A,0,rrank,ridx,&erow);
831     if (rrank < 0 || ridx < 0 || erow < 0) SETERRQ(comm,PETSC_ERR_PLIB,"Incorrect row translation");
832     for (j=0; j<ncols; j++) {
833       P2RO(A,1,j,&crank,&cidx);
834       RO2E(A,1,crank,cidx,&ecol);
835       if (crank < 0 || cidx < 0 || ecol < 0) SETERRQ(comm,PETSC_ERR_PLIB,"Incorrect col translation");
836       v = a->emat->Get(erow,ecol);
837       ierr = MatSetValues(Bmpi,1,&i,1,&j,(PetscScalar *)&v,INSERT_VALUES);CHKERRQ(ierr);
838     }
839   }
840   ierr = MatAssemblyBegin(Bmpi,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
841   ierr = MatAssemblyEnd(Bmpi,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
842   if (reuse == MAT_REUSE_MATRIX) {
843     ierr = MatHeaderReplace(A,Bmpi);CHKERRQ(ierr);
844   } else {
845     *B = Bmpi;
846   }
847   PetscFunctionReturn(0);
848 }
849 
850 #undef __FUNCT__
851 #define __FUNCT__ "MatDestroy_Elemental"
852 static PetscErrorCode MatDestroy_Elemental(Mat A)
853 {
854   Mat_Elemental      *a = (Mat_Elemental*)A->data;
855   PetscErrorCode     ierr;
856   Mat_Elemental_Grid *commgrid;
857   PetscBool          flg;
858   MPI_Comm           icomm;
859 
860   PetscFunctionBegin;
861   a->interface->Detach();
862   delete a->interface;
863   delete a->esubmat;
864   delete a->emat;
865 
866   elem::mpi::Comm cxxcomm(PetscObjectComm((PetscObject)A));
867   ierr = PetscCommDuplicate(cxxcomm,&icomm,NULL);CHKERRQ(ierr);
868   ierr = MPI_Attr_get(icomm,Petsc_Elemental_keyval,(void**)&commgrid,(int*)&flg);CHKERRQ(ierr);
869   if (--commgrid->grid_refct == 0) {
870     delete commgrid->grid;
871     ierr = PetscFree(commgrid);CHKERRQ(ierr);
872   }
873   ierr = PetscCommDestroy(&icomm);CHKERRQ(ierr);
874   ierr = PetscObjectComposeFunction((PetscObject)A,"MatGetOwnershipIS_C",NULL);CHKERRQ(ierr);
875   ierr = PetscObjectComposeFunction((PetscObject)A,"MatGetFactor_petsc_C",NULL);CHKERRQ(ierr);
876   ierr = PetscObjectComposeFunction((PetscObject)A,"MatFactorGetSolverPackage_C",NULL);CHKERRQ(ierr);
877   ierr = PetscFree(A->data);CHKERRQ(ierr);
878   PetscFunctionReturn(0);
879 }
880 
881 #undef __FUNCT__
882 #define __FUNCT__ "MatSetUp_Elemental"
883 PetscErrorCode MatSetUp_Elemental(Mat A)
884 {
885   Mat_Elemental  *a = (Mat_Elemental*)A->data;
886   PetscErrorCode ierr;
887   PetscMPIInt    rsize,csize;
888 
889   PetscFunctionBegin;
890   ierr = PetscLayoutSetUp(A->rmap);CHKERRQ(ierr);
891   ierr = PetscLayoutSetUp(A->cmap);CHKERRQ(ierr);
892 
893   a->emat->Resize(A->rmap->N,A->cmap->N);CHKERRQ(ierr);
894   elem::Zero(*a->emat);
895 
896   ierr = MPI_Comm_size(A->rmap->comm,&rsize);CHKERRQ(ierr);
897   ierr = MPI_Comm_size(A->cmap->comm,&csize);CHKERRQ(ierr);
898   if (csize != rsize) SETERRQ(PetscObjectComm((PetscObject)A),PETSC_ERR_ARG_INCOMP,"Cannot use row and column communicators of different sizes");
899   a->commsize = rsize;
900   a->mr[0] = A->rmap->N % rsize; if (!a->mr[0]) a->mr[0] = rsize;
901   a->mr[1] = A->cmap->N % csize; if (!a->mr[1]) a->mr[1] = csize;
902   a->m[0]  = A->rmap->N / rsize + (a->mr[0] != rsize);
903   a->m[1]  = A->cmap->N / csize + (a->mr[1] != csize);
904   PetscFunctionReturn(0);
905 }
906 
907 #undef __FUNCT__
908 #define __FUNCT__ "MatAssemblyBegin_Elemental"
909 PetscErrorCode MatAssemblyBegin_Elemental(Mat A, MatAssemblyType type)
910 {
911   Mat_Elemental  *a = (Mat_Elemental*)A->data;
912 
913   PetscFunctionBegin;
914   a->interface->Detach();
915   a->interface->Attach(elem::LOCAL_TO_GLOBAL,*(a->emat));
916   PetscFunctionReturn(0);
917 }
918 
919 #undef __FUNCT__
920 #define __FUNCT__ "MatAssemblyEnd_Elemental"
921 PetscErrorCode MatAssemblyEnd_Elemental(Mat A, MatAssemblyType type)
922 {
923   PetscFunctionBegin;
924   /* Currently does nothing */
925   PetscFunctionReturn(0);
926 }
927 
928 /* -------------------------------------------------------------------*/
929 static struct _MatOps MatOps_Values = {
930        MatSetValues_Elemental,
931        0,
932        0,
933        MatMult_Elemental,
934 /* 4*/ MatMultAdd_Elemental,
935        MatMultTranspose_Elemental,
936        MatMultTransposeAdd_Elemental,
937        MatSolve_Elemental,
938        MatSolveAdd_Elemental,
939        0, //MatSolveTranspose_Elemental,
940 /*10*/ 0, //MatSolveTransposeAdd_Elemental,
941        MatLUFactor_Elemental,
942        MatCholeskyFactor_Elemental,
943        0,
944        MatTranspose_Elemental,
945 /*15*/ MatGetInfo_Elemental,
946        0,
947        MatGetDiagonal_Elemental,
948        MatDiagonalScale_Elemental,
949        MatNorm_Elemental,
950 /*20*/ MatAssemblyBegin_Elemental,
951        MatAssemblyEnd_Elemental,
952        0, //MatSetOption_Elemental,
953        MatZeroEntries_Elemental,
954 /*24*/ 0,
955        MatLUFactorSymbolic_Elemental,
956        MatLUFactorNumeric_Elemental,
957        MatCholeskyFactorSymbolic_Elemental,
958        MatCholeskyFactorNumeric_Elemental,
959 /*29*/ MatSetUp_Elemental,
960        0,
961        0,
962        0,
963        0,
964 /*34*/ MatDuplicate_Elemental,
965        0,
966        0,
967        0,
968        0,
969 /*39*/ MatAXPY_Elemental,
970        0,
971        0,
972        0,
973        MatCopy_Elemental,
974 /*44*/ 0,
975        MatScale_Elemental,
976        0,
977        0,
978        0,
979 /*49*/ 0,
980        0,
981        0,
982        0,
983        0,
984 /*54*/ 0,
985        0,
986        0,
987        0,
988        0,
989 /*59*/ 0,
990        MatDestroy_Elemental,
991        MatView_Elemental,
992        0,
993        0,
994 /*64*/ 0,
995        0,
996        0,
997        0,
998        0,
999 /*69*/ 0,
1000        0,
1001        MatConvert_Elemental_Dense,
1002        0,
1003        0,
1004 /*74*/ 0,
1005        0,
1006        0,
1007        0,
1008        0,
1009 /*79*/ 0,
1010        0,
1011        0,
1012        0,
1013        0,
1014 /*84*/ 0,
1015        0,
1016        0,
1017        0,
1018        0,
1019 /*89*/ MatMatMult_Elemental,
1020        MatMatMultSymbolic_Elemental,
1021        MatMatMultNumeric_Elemental,
1022        0,
1023        0,
1024 /*94*/ 0,
1025        MatMatTransposeMult_Elemental,
1026        MatMatTransposeMultSymbolic_Elemental,
1027        MatMatTransposeMultNumeric_Elemental,
1028        0,
1029 /*99*/ 0,
1030        0,
1031        0,
1032        MatConjugate_Elemental,
1033        0,
1034 /*104*/0,
1035        0,
1036        0,
1037        0,
1038        0,
1039 /*109*/MatMatSolve_Elemental,
1040        0,
1041        0,
1042        0,
1043        0,
1044 /*114*/0,
1045        0,
1046        0,
1047        0,
1048        0,
1049 /*119*/0,
1050        MatHermitianTranspose_Elemental,
1051        0,
1052        0,
1053        0,
1054 /*124*/0,
1055        0,
1056        0,
1057        0,
1058        0,
1059 /*129*/0,
1060        0,
1061        0,
1062        0,
1063        0,
1064 /*134*/0,
1065        0,
1066        0,
1067        0,
1068        0
1069 };
1070 
1071 /*MC
1072    MATELEMENTAL = "elemental" - A matrix type for dense matrices using the Elemental package
1073 
1074    Options Database Keys:
1075 + -mat_type elemental - sets the matrix type to "elemental" during a call to MatSetFromOptions()
1076 - -mat_elemental_grid_height - sets Grid Height for 2D cyclic ordering of internal matrix
1077 
1078   Level: beginner
1079 
1080 .seealso: MATDENSE
1081 M*/
1082 
1083 #undef __FUNCT__
1084 #define __FUNCT__ "MatCreate_Elemental"
1085 PETSC_EXTERN PetscErrorCode MatCreate_Elemental(Mat A)
1086 {
1087   Mat_Elemental      *a;
1088   PetscErrorCode     ierr;
1089   PetscBool          flg,flg1;
1090   Mat_Elemental_Grid *commgrid;
1091   MPI_Comm           icomm;
1092   PetscInt           optv1;
1093 
1094   PetscFunctionBegin;
1095   ierr = PetscElementalInitializePackage();CHKERRQ(ierr);
1096   ierr = PetscMemcpy(A->ops,&MatOps_Values,sizeof(struct _MatOps));CHKERRQ(ierr);
1097   A->insertmode = NOT_SET_VALUES;
1098 
1099   ierr = PetscNewLog(A,&a);CHKERRQ(ierr);
1100   A->data = (void*)a;
1101 
1102   /* Set up the elemental matrix */
1103   elem::mpi::Comm cxxcomm(PetscObjectComm((PetscObject)A));
1104 
1105   /* Grid needs to be shared between multiple Mats on the same communicator, implement by attribute caching on the MPI_Comm */
1106   if (Petsc_Elemental_keyval == MPI_KEYVAL_INVALID) {
1107     ierr = MPI_Keyval_create(MPI_NULL_COPY_FN,MPI_NULL_DELETE_FN,&Petsc_Elemental_keyval,(void*)0);
1108   }
1109   ierr = PetscCommDuplicate(cxxcomm,&icomm,NULL);CHKERRQ(ierr);
1110   ierr = MPI_Attr_get(icomm,Petsc_Elemental_keyval,(void**)&commgrid,(int*)&flg);CHKERRQ(ierr);
1111   if (!flg) {
1112     ierr = PetscNewLog(A,&commgrid);CHKERRQ(ierr);
1113 
1114     ierr = PetscOptionsBegin(PetscObjectComm((PetscObject)A),((PetscObject)A)->prefix,"Elemental Options","Mat");CHKERRQ(ierr);
1115     /* displayed default grid sizes (CommSize,1) are set by us arbitrarily until elem::Grid() is called */
1116     ierr = PetscOptionsInt("-mat_elemental_grid_height","Grid Height","None",elem::mpi::CommSize(cxxcomm),&optv1,&flg1);CHKERRQ(ierr);
1117     if (flg1) {
1118       if (elem::mpi::CommSize(cxxcomm) % optv1 != 0) {
1119         SETERRQ2(PetscObjectComm((PetscObject)A),PETSC_ERR_ARG_INCOMP,"Grid Height %D must evenly divide CommSize %D",optv1,(PetscInt)elem::mpi::CommSize(cxxcomm));
1120       }
1121       commgrid->grid = new elem::Grid(cxxcomm,optv1); /* use user-provided grid height */
1122     } else {
1123       commgrid->grid = new elem::Grid(cxxcomm); /* use Elemental default grid sizes */
1124     }
1125     commgrid->grid_refct = 1;
1126     ierr = MPI_Attr_put(icomm,Petsc_Elemental_keyval,(void*)commgrid);CHKERRQ(ierr);
1127     PetscOptionsEnd();
1128   } else {
1129     commgrid->grid_refct++;
1130   }
1131   ierr = PetscCommDestroy(&icomm);CHKERRQ(ierr);
1132   a->grid      = commgrid->grid;
1133   a->emat      = new elem::DistMatrix<PetscElemScalar>(*a->grid);
1134   a->esubmat   = new elem::Matrix<PetscElemScalar>(1,1);
1135   a->interface = new elem::AxpyInterface<PetscElemScalar>;
1136   a->pivot     = new elem::DistMatrix<PetscInt,elem::VC,elem::STAR>;
1137 
1138   /* build cache for off array entries formed */
1139   a->interface->Attach(elem::LOCAL_TO_GLOBAL,*(a->emat));
1140 
1141   ierr = PetscObjectComposeFunction((PetscObject)A,"MatGetOwnershipIS_C",MatGetOwnershipIS_Elemental);CHKERRQ(ierr);
1142   ierr = PetscObjectComposeFunction((PetscObject)A,"MatGetFactor_elemental_C",MatGetFactor_elemental_elemental);CHKERRQ(ierr);
1143 
1144   ierr = PetscObjectChangeTypeName((PetscObject)A,MATELEMENTAL);CHKERRQ(ierr);
1145   PetscFunctionReturn(0);
1146 }
1147 
1148