xref: /petsc/src/mat/impls/elemental/matelem.cxx (revision 2205254efee3a00a594e5e2a3a70f74dcb40bc03)
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    Input Arguments:
17 .  path - the dynamic library path or PETSC_NULL
18 
19    Level: developer
20 
21 .seealso: MATELEMENTAL, PetscElementalFinalizePackage()
22 @*/
23 PetscErrorCode PetscElementalInitializePackage(const char *path)
24 {
25   PetscErrorCode ierr;
26 
27   PetscFunctionBegin;
28   if (elem::Initialized()) PetscFunctionReturn(0);
29   { /* 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 */
30     int zero = 0;
31     char **nothing = 0;
32     elem::Initialize(zero,nothing);
33   }
34   ierr = PetscRegisterFinalize(PetscElementalFinalizePackage);CHKERRQ(ierr);
35   PetscFunctionReturn(0);
36 }
37 
38 #undef __FUNCT__
39 #define __FUNCT__ "PetscElementalFinalizePackage"
40 /*@C
41    PetscElementalFinalizePackage - Finalize Elemental package
42 
43    Logically Collective
44 
45    Level: developer
46 
47 .seealso: MATELEMENTAL, PetscElementalInitializePackage()
48 @*/
49 PetscErrorCode PetscElementalFinalizePackage(void)
50 {
51 
52   PetscFunctionBegin;
53   elem::Finalize();
54   PetscFunctionReturn(0);
55 }
56 
57 #undef __FUNCT__
58 #define __FUNCT__ "MatView_Elemental"
59 static PetscErrorCode MatView_Elemental(Mat A,PetscViewer viewer)
60 {
61   PetscErrorCode ierr;
62   Mat_Elemental  *a = (Mat_Elemental*)A->data;
63   PetscBool      iascii;
64 
65   PetscFunctionBegin;
66   ierr = PetscObjectTypeCompare((PetscObject)viewer,PETSCVIEWERASCII,&iascii);CHKERRQ(ierr);
67   if (iascii) {
68     PetscViewerFormat format;
69     ierr = PetscViewerGetFormat(viewer,&format);CHKERRQ(ierr);
70     if (format == PETSC_VIEWER_ASCII_INFO) {
71       /* call elemental viewing function */
72       ierr = PetscViewerASCIIPrintf(viewer,"Elemental run parameters:\n");CHKERRQ(ierr);
73       ierr = PetscViewerASCIIPrintf(viewer,"  allocated entries=%d\n",(*a->emat).AllocatedMemory());CHKERRQ(ierr);
74       ierr = PetscViewerASCIIPrintf(viewer,"  grid height=%d, grid width=%d\n",(*a->emat).Grid().Height(),(*a->emat).Grid().Width());CHKERRQ(ierr);
75       if (format == PETSC_VIEWER_ASCII_FACTOR_INFO) {
76         /* call elemental viewing function */
77         ierr = PetscPrintf(((PetscObject)viewer)->comm,"test matview_elemental 2\n");CHKERRQ(ierr);
78       }
79 
80     } else if (format == PETSC_VIEWER_DEFAULT) {
81       ierr = PetscViewerASCIIUseTabs(viewer,PETSC_FALSE);CHKERRQ(ierr);
82       ierr = PetscObjectPrintClassNamePrefixType((PetscObject)A,viewer,"Matrix Object");CHKERRQ(ierr);
83       a->emat->Print("Elemental matrix (cyclic ordering)");
84       ierr = PetscViewerASCIIUseTabs(viewer,PETSC_TRUE);CHKERRQ(ierr);
85       if (A->factortype == MAT_FACTOR_NONE){
86         Mat Adense;
87         ierr = PetscPrintf(((PetscObject)viewer)->comm,"Elemental matrix (explicit ordering)\n");CHKERRQ(ierr);
88         ierr = MatConvert(A,MATDENSE,MAT_INITIAL_MATRIX,&Adense);CHKERRQ(ierr);
89         ierr = MatView(Adense,viewer);CHKERRQ(ierr);
90         ierr = MatDestroy(&Adense);CHKERRQ(ierr);
91       }
92     } else SETERRQ(((PetscObject)viewer)->comm,PETSC_ERR_SUP,"Format");
93   } else {
94     /* convert to dense format and call MatView() */
95     Mat Adense;
96     ierr = PetscPrintf(((PetscObject)viewer)->comm,"Elemental matrix (explicit ordering)\n");CHKERRQ(ierr);
97     ierr = MatConvert(A,MATDENSE,MAT_INITIAL_MATRIX,&Adense);CHKERRQ(ierr);
98     ierr = MatView(Adense,viewer);CHKERRQ(ierr);
99     ierr = MatDestroy(&Adense);CHKERRQ(ierr);
100   }
101   PetscFunctionReturn(0);
102 }
103 
104 #undef __FUNCT__
105 #define __FUNCT__ "MatGetInfo_Elemental"
106 static PetscErrorCode MatGetInfo_Elemental(Mat A,MatInfoType flag,MatInfo *info)
107 {
108   Mat_Elemental  *a = (Mat_Elemental*)A->data;
109   PetscMPIInt    rank;
110 
111   PetscFunctionBegin;
112   MPI_Comm_rank(((PetscObject)A)->comm,&rank);
113 
114   /* if (!rank) printf("          .........MatGetInfo_Elemental ...\n"); */
115   info->block_size     = 1.0;
116 
117   if (flag == MAT_LOCAL) {
118     info->nz_allocated   = (double)(*a->emat).AllocatedMemory(); /* locally allocated */
119     info->nz_used        = info->nz_allocated;
120   } else if (flag == MAT_GLOBAL_MAX) {
121     //ierr = MPI_Allreduce(isend,irecv,5,MPIU_REAL,MPIU_MAX,((PetscObject)matin)->comm);CHKERRQ(ierr);
122     /* see MatGetInfo_MPIAIJ() for getting global info->nz_allocated! */
123     //SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP," MAT_GLOBAL_MAX not written yet");
124   } else if (flag == MAT_GLOBAL_SUM) {
125     //SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP," MAT_GLOBAL_SUM not written yet");
126     info->nz_allocated   = (double)(*a->emat).AllocatedMemory(); /* locally allocated */
127     info->nz_used        = info->nz_allocated; /* assume Elemental does accurate allocation */
128     //ierr = MPI_Allreduce(isend,irecv,1,MPIU_REAL,MPIU_SUM,((PetscObject)A)->comm);CHKERRQ(ierr);
129     //PetscPrintf(PETSC_COMM_SELF,"    ... [%d] locally allocated %g\n",rank,info->nz_allocated);
130   }
131 
132   info->nz_unneeded       = 0.0;
133   info->assemblies        = (double)A->num_ass;
134   info->mallocs           = 0;
135   info->memory            = ((PetscObject)A)->mem;
136   info->fill_ratio_given  = 0; /* determined by Elemental */
137   info->fill_ratio_needed = 0;
138   info->factor_mallocs    = 0;
139   PetscFunctionReturn(0);
140 }
141 
142 #undef __FUNCT__
143 #define __FUNCT__ "MatSetValues_Elemental"
144 static PetscErrorCode MatSetValues_Elemental(Mat A,PetscInt nr,const PetscInt *rows,PetscInt nc,const PetscInt *cols,const PetscScalar *vals,InsertMode imode)
145 {
146   PetscErrorCode ierr;
147   Mat_Elemental  *a = (Mat_Elemental*)A->data;
148   PetscMPIInt    rank;
149   PetscInt       i,j,rrank,ridx,crank,cidx;
150 
151   PetscFunctionBegin;
152   ierr = MPI_Comm_rank(((PetscObject)A)->comm,&rank);CHKERRQ(ierr);
153 
154   const elem::Grid &grid = a->emat->Grid();
155   for (i=0; i<nr; i++) {
156     PetscInt erow,ecol,elrow,elcol;
157     if (rows[i] < 0) continue;
158     P2RO(A,0,rows[i],&rrank,&ridx);
159     RO2E(A,0,rrank,ridx,&erow);
160     if (rrank < 0 || ridx < 0 || erow < 0) SETERRQ(((PetscObject)A)->comm,PETSC_ERR_PLIB,"Incorrect row translation");
161     for (j=0; j<nc; j++) {
162       if (cols[j] < 0) continue;
163       P2RO(A,1,cols[j],&crank,&cidx);
164       RO2E(A,1,crank,cidx,&ecol);
165       if (crank < 0 || cidx < 0 || ecol < 0) SETERRQ(((PetscObject)A)->comm,PETSC_ERR_PLIB,"Incorrect col translation");
166       if (erow % grid.MCSize() != grid.MCRank() || ecol % grid.MRSize() != grid.MRRank()){ /* off-proc entry */
167         if (imode != ADD_VALUES) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Only ADD_VALUES to off-processor entry is supported");
168         /* 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); */
169         a->esubmat->Set(0,0, (PetscElemScalar)vals[i*nc+j]);
170         a->interface->Axpy(1.0,*(a->esubmat),erow,ecol);
171         continue;
172       }
173       elrow = erow / grid.MCSize();
174       elcol = ecol / grid.MRSize();
175       switch (imode) {
176       case INSERT_VALUES: a->emat->SetLocal(elrow,elcol,(PetscElemScalar)vals[i*nc+j]); break;
177       case ADD_VALUES: a->emat->UpdateLocal(elrow,elcol,(PetscElemScalar)vals[i*nc+j]); break;
178       default: SETERRQ1(((PetscObject)A)->comm,PETSC_ERR_SUP,"No support for InsertMode %d",(int)imode);
179       }
180     }
181   }
182   PetscFunctionReturn(0);
183 }
184 
185 #undef __FUNCT__
186 #define __FUNCT__ "MatMult_Elemental"
187 static PetscErrorCode MatMult_Elemental(Mat A,Vec X,Vec Y)
188 {
189   Mat_Elemental         *a = (Mat_Elemental*)A->data;
190   PetscErrorCode        ierr;
191   const PetscElemScalar *x;
192   PetscElemScalar       *y;
193   PetscElemScalar       one = 1,zero = 0;
194 
195   PetscFunctionBegin;
196   ierr = VecGetArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
197   ierr = VecGetArray(Y,(PetscScalar **)&y);CHKERRQ(ierr);
198   { /* Scoping so that constructor is called before pointer is returned */
199     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> xe(A->cmap->N,1,0,x,A->cmap->n,*a->grid);
200     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> ye(A->rmap->N,1,0,y,A->rmap->n,*a->grid);
201     elem::Gemv(elem::NORMAL,one,*a->emat,xe,zero,ye);
202   }
203   ierr = VecRestoreArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
204   ierr = VecRestoreArray(Y,(PetscScalar **)&y);CHKERRQ(ierr);
205   PetscFunctionReturn(0);
206 }
207 
208 #undef __FUNCT__
209 #define __FUNCT__ "MatMultTranspose_Elemental"
210 static PetscErrorCode MatMultTranspose_Elemental(Mat A,Vec X,Vec Y)
211 {
212   Mat_Elemental         *a = (Mat_Elemental*)A->data;
213   PetscErrorCode        ierr;
214   const PetscElemScalar *x;
215   PetscElemScalar       *y;
216   PetscElemScalar       one = 1,zero = 0;
217 
218   PetscFunctionBegin;
219   ierr = VecGetArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
220   ierr = VecGetArray(Y,(PetscScalar **)&y);CHKERRQ(ierr);
221   { /* Scoping so that constructor is called before pointer is returned */
222     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> xe(A->rmap->N,1,0,x,A->rmap->n,*a->grid);
223     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> ye(A->cmap->N,1,0,y,A->cmap->n,*a->grid);
224     elem::Gemv(elem::TRANSPOSE,one,*a->emat,xe,zero,ye);
225   }
226   ierr = VecRestoreArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
227   ierr = VecRestoreArray(Y,(PetscScalar **)&y);CHKERRQ(ierr);
228   PetscFunctionReturn(0);
229 }
230 
231 #undef __FUNCT__
232 #define __FUNCT__ "MatMultAdd_Elemental"
233 static PetscErrorCode MatMultAdd_Elemental(Mat A,Vec X,Vec Y,Vec Z)
234 {
235   Mat_Elemental         *a = (Mat_Elemental*)A->data;
236   PetscErrorCode        ierr;
237   const PetscElemScalar *x;
238   PetscElemScalar       *z;
239   PetscElemScalar       one = 1;
240 
241   PetscFunctionBegin;
242   if (Y != Z) {ierr = VecCopy(Y,Z);CHKERRQ(ierr);}
243   ierr = VecGetArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
244   ierr = VecGetArray(Z,(PetscScalar **)&z);CHKERRQ(ierr);
245   { /* Scoping so that constructor is called before pointer is returned */
246     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> xe(A->cmap->N,1,0,x,A->cmap->n,*a->grid);
247     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> ze(A->rmap->N,1,0,z,A->rmap->n,*a->grid);
248     elem::Gemv(elem::NORMAL,one,*a->emat,xe,one,ze);
249   }
250   ierr = VecRestoreArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
251   ierr = VecRestoreArray(Z,(PetscScalar **)&z);CHKERRQ(ierr);
252   PetscFunctionReturn(0);
253 }
254 
255 #undef __FUNCT__
256 #define __FUNCT__ "MatMultTransposeAdd_Elemental"
257 static PetscErrorCode MatMultTransposeAdd_Elemental(Mat A,Vec X,Vec Y,Vec Z)
258 {
259   Mat_Elemental         *a = (Mat_Elemental*)A->data;
260   PetscErrorCode        ierr;
261   const PetscElemScalar *x;
262   PetscElemScalar       *z;
263   PetscElemScalar       one = 1;
264 
265   PetscFunctionBegin;
266   if (Y != Z) {ierr = VecCopy(Y,Z);CHKERRQ(ierr);}
267   ierr = VecGetArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
268   ierr = VecGetArray(Z,(PetscScalar **)&z);CHKERRQ(ierr);
269   { /* Scoping so that constructor is called before pointer is returned */
270     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> xe(A->rmap->N,1,0,x,A->rmap->n,*a->grid);
271     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> ze(A->cmap->N,1,0,z,A->cmap->n,*a->grid);
272     elem::Gemv(elem::TRANSPOSE,one,*a->emat,xe,one,ze);
273   }
274   ierr = VecRestoreArrayRead(X,(const PetscScalar **)&x);CHKERRQ(ierr);
275   ierr = VecRestoreArray(Z,(PetscScalar **)&z);CHKERRQ(ierr);
276   PetscFunctionReturn(0);
277 }
278 
279 #undef __FUNCT__
280 #define __FUNCT__ "MatMatMultNumeric_Elemental"
281 static PetscErrorCode MatMatMultNumeric_Elemental(Mat A,Mat B,Mat C)
282 {
283   Mat_Elemental    *a = (Mat_Elemental*)A->data;
284   Mat_Elemental    *b = (Mat_Elemental*)B->data;
285   Mat_Elemental    *c = (Mat_Elemental*)C->data;
286   PetscElemScalar  one = 1,zero = 0;
287 
288   PetscFunctionBegin;
289   { /* Scoping so that constructor is called before pointer is returned */
290     elem::Gemm(elem::NORMAL,elem::NORMAL,one,*a->emat,*b->emat,zero,*c->emat);
291   }
292   C->assembled = PETSC_TRUE;
293   PetscFunctionReturn(0);
294 }
295 
296 #undef __FUNCT__
297 #define __FUNCT__ "MatMatMultSymbolic_Elemental"
298 static PetscErrorCode MatMatMultSymbolic_Elemental(Mat A,Mat B,PetscReal fill,Mat *C)
299 {
300   PetscErrorCode ierr;
301   Mat            Ce;
302   MPI_Comm       comm=((PetscObject)A)->comm;
303 
304   PetscFunctionBegin;
305   ierr = MatCreate(comm,&Ce);CHKERRQ(ierr);
306   ierr = MatSetSizes(Ce,A->rmap->n,B->cmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
307   ierr = MatSetType(Ce,MATELEMENTAL);CHKERRQ(ierr);
308   ierr = MatSetUp(Ce);CHKERRQ(ierr);
309   *C = Ce;
310   PetscFunctionReturn(0);
311 }
312 
313 #undef __FUNCT__
314 #define __FUNCT__ "MatMatMult_Elemental"
315 static PetscErrorCode MatMatMult_Elemental(Mat A,Mat B,MatReuse scall,PetscReal fill,Mat *C)
316 {
317   PetscErrorCode ierr;
318 
319   PetscFunctionBegin;
320   if (scall == MAT_INITIAL_MATRIX){
321     ierr = MatMatMultSymbolic_Elemental(A,B,1.0,C);CHKERRQ(ierr);
322   }
323   ierr = MatMatMultNumeric_Elemental(A,B,*C);CHKERRQ(ierr);
324   PetscFunctionReturn(0);
325 }
326 
327 #undef __FUNCT__
328 #define __FUNCT__ "MatMatTransposeMultNumeric_Elemental"
329 static PetscErrorCode MatMatTransposeMultNumeric_Elemental(Mat A,Mat B,Mat C)
330 {
331   Mat_Elemental      *a = (Mat_Elemental*)A->data;
332   Mat_Elemental      *b = (Mat_Elemental*)B->data;
333   Mat_Elemental      *c = (Mat_Elemental*)C->data;
334   PetscElemScalar    one = 1,zero = 0;
335 
336   PetscFunctionBegin;
337   { /* Scoping so that constructor is called before pointer is returned */
338     elem::Gemm(elem::NORMAL,elem::TRANSPOSE,one,*a->emat,*b->emat,zero,*c->emat);
339   }
340   C->assembled = PETSC_TRUE;
341   PetscFunctionReturn(0);
342 }
343 
344 #undef __FUNCT__
345 #define __FUNCT__ "MatMatTransposeMultSymbolic_Elemental"
346 static PetscErrorCode MatMatTransposeMultSymbolic_Elemental(Mat A,Mat B,PetscReal fill,Mat *C)
347 {
348   PetscErrorCode ierr;
349   Mat            Ce;
350   MPI_Comm       comm=((PetscObject)A)->comm;
351 
352   PetscFunctionBegin;
353   ierr = MatCreate(comm,&Ce);CHKERRQ(ierr);
354   ierr = MatSetSizes(Ce,A->rmap->n,B->rmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
355   ierr = MatSetType(Ce,MATELEMENTAL);CHKERRQ(ierr);
356   ierr = MatSetUp(Ce);CHKERRQ(ierr);
357   *C = Ce;
358   PetscFunctionReturn(0);
359 }
360 
361 #undef __FUNCT__
362 #define __FUNCT__ "MatMatTransposeMult_Elemental"
363 static PetscErrorCode MatMatTransposeMult_Elemental(Mat A,Mat B,MatReuse scall,PetscReal fill,Mat *C)
364 {
365   PetscErrorCode ierr;
366 
367   PetscFunctionBegin;
368   if (scall == MAT_INITIAL_MATRIX){
369     ierr = PetscLogEventBegin(MAT_MatTransposeMultSymbolic,A,B,0,0);CHKERRQ(ierr);
370     ierr = MatMatMultSymbolic_Elemental(A,B,1.0,C);CHKERRQ(ierr);
371     ierr = PetscLogEventEnd(MAT_MatTransposeMultSymbolic,A,B,0,0);CHKERRQ(ierr);
372   }
373   ierr = PetscLogEventBegin(MAT_MatTransposeMultNumeric,A,B,0,0);CHKERRQ(ierr);
374   ierr = MatMatTransposeMultNumeric_Elemental(A,B,*C);CHKERRQ(ierr);
375   ierr = PetscLogEventEnd(MAT_MatTransposeMultNumeric,A,B,0,0);CHKERRQ(ierr);
376   PetscFunctionReturn(0);
377 }
378 
379 #undef __FUNCT__
380 #define __FUNCT__ "MatGetDiagonal_Elemental"
381 static PetscErrorCode MatGetDiagonal_Elemental(Mat A,Vec D)
382 {
383   PetscInt        i,nrows,ncols,nD,rrank,ridx,crank,cidx;
384   Mat_Elemental   *a = (Mat_Elemental*)A->data;
385   PetscErrorCode  ierr;
386   PetscElemScalar v;
387   MPI_Comm        comm=((PetscObject)A)->comm;
388 
389   PetscFunctionBegin;
390   ierr = MatGetSize(A,&nrows,&ncols);CHKERRQ(ierr);
391   nD = nrows>ncols ? ncols : nrows;
392   for (i=0; i<nD; i++) {
393     PetscInt erow,ecol;
394     P2RO(A,0,i,&rrank,&ridx);
395     RO2E(A,0,rrank,ridx,&erow);
396     if (rrank < 0 || ridx < 0 || erow < 0) SETERRQ(comm,PETSC_ERR_PLIB,"Incorrect row translation");
397     P2RO(A,1,i,&crank,&cidx);
398     RO2E(A,1,crank,cidx,&ecol);
399     if (crank < 0 || cidx < 0 || ecol < 0) SETERRQ(comm,PETSC_ERR_PLIB,"Incorrect col translation");
400     v = a->emat->Get(erow,ecol);
401     ierr = VecSetValues(D,1,&i,(PetscScalar*)&v,INSERT_VALUES);CHKERRQ(ierr);
402   }
403   ierr = VecAssemblyBegin(D);CHKERRQ(ierr);
404   ierr = VecAssemblyEnd(D);CHKERRQ(ierr);
405   PetscFunctionReturn(0);
406 }
407 
408 #undef __FUNCT__
409 #define __FUNCT__ "MatDiagonalScale_Elemental"
410 static PetscErrorCode MatDiagonalScale_Elemental(Mat X,Vec L,Vec R)
411 {
412   Mat_Elemental         *x = (Mat_Elemental*)X->data;
413   const PetscElemScalar *d;
414   PetscErrorCode        ierr;
415 
416   PetscFunctionBegin;
417   if (L == PETSC_NULL) {
418     ierr = VecGetArrayRead(R,(const PetscScalar **)&d);CHKERRQ(ierr);
419     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> de(X->cmap->N,1,0,d,X->cmap->n,*x->grid);
420     elem::DiagonalScale(elem::RIGHT,elem::NORMAL,de,*x->emat);
421     ierr = VecRestoreArrayRead(R,(const PetscScalar **)&d);CHKERRQ(ierr);
422   } else {
423     ierr = VecGetArrayRead(L,(const PetscScalar **)&d);CHKERRQ(ierr);
424     elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> de(X->rmap->N,1,0,d,X->rmap->n,*x->grid);
425     elem::DiagonalScale(elem::LEFT,elem::NORMAL,de,*x->emat);
426     ierr = VecRestoreArrayRead(L,(const PetscScalar **)&d);CHKERRQ(ierr);
427   }
428   PetscFunctionReturn(0);
429 }
430 
431 #undef __FUNCT__
432 #define __FUNCT__ "MatScale_Elemental"
433 static PetscErrorCode MatScale_Elemental(Mat X,PetscScalar a)
434 {
435   Mat_Elemental  *x = (Mat_Elemental*)X->data;
436 
437   PetscFunctionBegin;
438   elem::Scal((PetscElemScalar)a,*x->emat);
439   PetscFunctionReturn(0);
440 }
441 
442 #undef __FUNCT__
443 #define __FUNCT__ "MatAXPY_Elemental"
444 static PetscErrorCode MatAXPY_Elemental(Mat Y,PetscScalar a,Mat X,MatStructure str)
445 {
446   Mat_Elemental  *x = (Mat_Elemental*)X->data;
447   Mat_Elemental  *y = (Mat_Elemental*)Y->data;
448 
449   PetscFunctionBegin;
450   elem::Axpy((PetscElemScalar)a,*x->emat,*y->emat);
451   PetscFunctionReturn(0);
452 }
453 
454 #undef __FUNCT__
455 #define __FUNCT__ "MatCopy_Elemental"
456 static PetscErrorCode MatCopy_Elemental(Mat A,Mat B,MatStructure str)
457 {
458   Mat_Elemental *a=(Mat_Elemental*)A->data;
459   Mat_Elemental *b=(Mat_Elemental*)B->data;
460 
461   PetscFunctionBegin;
462   elem::Copy(*a->emat,*b->emat);
463   PetscFunctionReturn(0);
464 }
465 
466 #undef __FUNCT__
467 #define __FUNCT__ "MatDuplicate_Elemental"
468 static PetscErrorCode MatDuplicate_Elemental(Mat A,MatDuplicateOption op,Mat *B)
469 {
470   Mat            Be;
471   MPI_Comm       comm=((PetscObject)A)->comm;
472   Mat_Elemental  *a=(Mat_Elemental*)A->data;
473   PetscErrorCode ierr;
474 
475   PetscFunctionBegin;
476   ierr = MatCreate(comm,&Be);CHKERRQ(ierr);
477   ierr = MatSetSizes(Be,A->rmap->n,A->cmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
478   ierr = MatSetType(Be,MATELEMENTAL);CHKERRQ(ierr);
479   ierr = MatSetUp(Be);CHKERRQ(ierr);
480   *B = Be;
481   if (op == MAT_COPY_VALUES) {
482     Mat_Elemental *b=(Mat_Elemental*)Be->data;
483     elem::Copy(*a->emat,*b->emat);
484   }
485   Be->assembled = PETSC_TRUE;
486   PetscFunctionReturn(0);
487 }
488 
489 #undef __FUNCT__
490 #define __FUNCT__ "MatTranspose_Elemental"
491 static PetscErrorCode MatTranspose_Elemental(Mat A,MatReuse reuse,Mat *B)
492 {
493   Mat            Be;
494   PetscErrorCode ierr;
495   MPI_Comm       comm=((PetscObject)A)->comm;
496   Mat_Elemental  *a = (Mat_Elemental*)A->data, *b;
497 
498   PetscFunctionBegin;
499   /* Only out-of-place supported */
500   if (reuse == MAT_INITIAL_MATRIX){
501     ierr = MatCreate(comm,&Be);CHKERRQ(ierr);
502     ierr = MatSetSizes(Be,A->cmap->n,A->rmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
503     ierr = MatSetType(Be,MATELEMENTAL);CHKERRQ(ierr);
504     ierr = MatSetUp(Be);CHKERRQ(ierr);
505     *B = Be;
506   }
507   b = (Mat_Elemental*)Be->data;
508   elem::Transpose(*a->emat,*b->emat);
509   Be->assembled = PETSC_TRUE;
510   PetscFunctionReturn(0);
511 }
512 
513 #undef __FUNCT__
514 #define __FUNCT__ "MatConjugate_Elemental"
515 static PetscErrorCode MatConjugate_Elemental(Mat A)
516 {
517   Mat_Elemental  *a = (Mat_Elemental*)A->data;
518 
519   PetscFunctionBegin;
520   elem::Conjugate(*a->emat);
521   PetscFunctionReturn(0);
522 }
523 
524 #undef __FUNCT__
525 #define __FUNCT__ "MatHermitianTranspose_Elemental"
526 static PetscErrorCode MatHermitianTranspose_Elemental(Mat A,MatReuse reuse,Mat *B)
527 {
528   Mat            Be;
529   PetscErrorCode ierr;
530   MPI_Comm       comm=((PetscObject)A)->comm;
531   Mat_Elemental  *a = (Mat_Elemental*)A->data, *b;
532 
533   PetscFunctionBegin;
534   /* Only out-of-place supported */
535   if (reuse == MAT_INITIAL_MATRIX){
536     ierr = MatCreate(comm,&Be);CHKERRQ(ierr);
537     ierr = MatSetSizes(Be,A->cmap->n,A->rmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
538     ierr = MatSetType(Be,MATELEMENTAL);CHKERRQ(ierr);
539     ierr = MatSetUp(Be);CHKERRQ(ierr);
540     *B = Be;
541   }
542   b = (Mat_Elemental*)Be->data;
543   elem::Adjoint(*a->emat,*b->emat);
544   Be->assembled = PETSC_TRUE;
545   PetscFunctionReturn(0);
546 }
547 
548 #undef __FUNCT__
549 #define __FUNCT__ "MatSolve_Elemental"
550 static PetscErrorCode MatSolve_Elemental(Mat A,Vec B,Vec X)
551 {
552   Mat_Elemental     *a = (Mat_Elemental*)A->data;
553   PetscErrorCode    ierr;
554   PetscElemScalar   *x;
555 
556   PetscFunctionBegin;
557   ierr = VecCopy(B,X);CHKERRQ(ierr);
558   ierr = VecGetArray(X,(PetscScalar **)&x);CHKERRQ(ierr);
559   elem::DistMatrix<PetscElemScalar,elem::VC,elem::STAR> xe(A->rmap->N,1,0,x,A->rmap->n,*a->grid);
560   elem::DistMatrix<PetscElemScalar,elem::MC,elem::MR> xer = xe;
561   switch (A->factortype) {
562   case MAT_FACTOR_LU:
563     if ((*a->pivot).AllocatedMemory()) {
564       elem::SolveAfterLU(elem::NORMAL,*a->emat,*a->pivot,xer);
565       elem::Copy(xer,xe);
566     } else {
567       elem::SolveAfterLU(elem::NORMAL,*a->emat,xer);
568       elem::Copy(xer,xe);
569     }
570     break;
571   case MAT_FACTOR_CHOLESKY:
572     elem::SolveAfterCholesky(elem::UPPER,elem::NORMAL,*a->emat,xer);
573     elem::Copy(xer,xe);
574     break;
575   default:
576     SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Unfactored Matrix or Unsupported MatFactorType");
577     break;
578   }
579   ierr = VecRestoreArray(X,(PetscScalar **)&x);CHKERRQ(ierr);
580   PetscFunctionReturn(0);
581 }
582 
583 #undef __FUNCT__
584 #define __FUNCT__ "MatSolveAdd_Elemental"
585 static PetscErrorCode MatSolveAdd_Elemental(Mat A,Vec B,Vec Y,Vec X)
586 {
587   PetscErrorCode    ierr;
588 
589   PetscFunctionBegin;
590   ierr = MatSolve_Elemental(A,B,X);CHKERRQ(ierr);
591   ierr = VecAXPY(X,1,Y);CHKERRQ(ierr);
592   PetscFunctionReturn(0);
593 }
594 
595 #undef __FUNCT__
596 #define __FUNCT__ "MatMatSolve_Elemental"
597 static PetscErrorCode MatMatSolve_Elemental(Mat A,Mat B,Mat X)
598 {
599   Mat_Elemental *a=(Mat_Elemental*)A->data;
600   Mat_Elemental *b=(Mat_Elemental*)B->data;
601   Mat_Elemental *x=(Mat_Elemental*)X->data;
602 
603   PetscFunctionBegin;
604   elem::Copy(*b->emat,*x->emat);
605   switch (A->factortype) {
606   case MAT_FACTOR_LU:
607     if ((*a->pivot).AllocatedMemory()) {
608       elem::SolveAfterLU(elem::NORMAL,*a->emat,*a->pivot,*x->emat);
609     } else {
610       elem::SolveAfterLU(elem::NORMAL,*a->emat,*x->emat);
611     }
612     break;
613   case MAT_FACTOR_CHOLESKY:
614     elem::SolveAfterCholesky(elem::UPPER,elem::NORMAL,*a->emat,*x->emat);
615     break;
616   default:
617     SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Unfactored Matrix or Unsupported MatFactorType");
618     break;
619   }
620   PetscFunctionReturn(0);
621 }
622 
623 #undef __FUNCT__
624 #define __FUNCT__ "MatLUFactor_Elemental"
625 static PetscErrorCode MatLUFactor_Elemental(Mat A,IS row,IS col,const MatFactorInfo *info)
626 {
627   Mat_Elemental  *a = (Mat_Elemental*)A->data;
628 
629   PetscFunctionBegin;
630   if (info->dtcol){
631     elem::LU(*a->emat,*a->pivot);
632   } else {
633     elem::LU(*a->emat);
634   }
635   A->factortype = MAT_FACTOR_LU;
636   A->assembled  = PETSC_TRUE;
637   PetscFunctionReturn(0);
638 }
639 
640 #undef __FUNCT__
641 #define __FUNCT__ "MatLUFactorNumeric_Elemental"
642 static PetscErrorCode  MatLUFactorNumeric_Elemental(Mat F,Mat A,const MatFactorInfo *info)
643 {
644   PetscErrorCode ierr;
645 
646   PetscFunctionBegin;
647   ierr = MatCopy(A,F,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
648   ierr = MatLUFactor_Elemental(F,0,0,info);CHKERRQ(ierr);
649   PetscFunctionReturn(0);
650 }
651 
652 #undef __FUNCT__
653 #define __FUNCT__ "MatLUFactorSymbolic_Elemental"
654 static PetscErrorCode  MatLUFactorSymbolic_Elemental(Mat F,Mat A,IS r,IS c,const MatFactorInfo *info)
655 {
656   PetscFunctionBegin;
657   /* F is create and allocated by MatGetFactor_elemental_petsc(), skip this routine. */
658   PetscFunctionReturn(0);
659 }
660 
661 #undef __FUNCT__
662 #define __FUNCT__ "MatCholeskyFactor_Elemental"
663 static PetscErrorCode MatCholeskyFactor_Elemental(Mat A,IS perm,const MatFactorInfo *info)
664 {
665   Mat_Elemental  *a = (Mat_Elemental*)A->data;
666   elem::DistMatrix<PetscElemScalar,elem::MC,elem::STAR> d;
667 
668   PetscFunctionBegin;
669   elem::Cholesky(elem::UPPER,*a->emat);
670   A->factortype = MAT_FACTOR_CHOLESKY;
671   A->assembled  = PETSC_TRUE;
672   PetscFunctionReturn(0);
673 }
674 
675 #undef __FUNCT__
676 #define __FUNCT__ "MatCholeskyFactorNumeric_Elemental"
677 static PetscErrorCode MatCholeskyFactorNumeric_Elemental(Mat F,Mat A,const MatFactorInfo *info)
678 {
679   PetscErrorCode ierr;
680 
681   PetscFunctionBegin;
682   ierr = MatCopy(A,F,SAME_NONZERO_PATTERN);CHKERRQ(ierr);
683   ierr = MatCholeskyFactor_Elemental(F,0,info);CHKERRQ(ierr);
684   PetscFunctionReturn(0);
685 }
686 
687 #undef __FUNCT__
688 #define __FUNCT__ "MatCholeskyFactorSymbolic_Elemental"
689 static PetscErrorCode MatCholeskyFactorSymbolic_Elemental(Mat F,Mat A,IS perm,const MatFactorInfo *info)
690 {
691   PetscFunctionBegin;
692   /* F is create and allocated by MatGetFactor_elemental_petsc(), skip this routine. */
693   PetscFunctionReturn(0);
694 }
695 
696 EXTERN_C_BEGIN
697 #undef __FUNCT__
698 #define __FUNCT__ "MatFactorGetSolverPackage_elemental_elemental"
699 PetscErrorCode MatFactorGetSolverPackage_elemental_elemental(Mat A,const MatSolverPackage *type)
700 {
701   PetscFunctionBegin;
702   *type = MATSOLVERELEMENTAL;
703   PetscFunctionReturn(0);
704 }
705 EXTERN_C_END
706 
707 EXTERN_C_BEGIN
708 #undef __FUNCT__
709 #define __FUNCT__ "MatGetFactor_elemental_elemental"
710 static PetscErrorCode MatGetFactor_elemental_elemental(Mat A,MatFactorType ftype,Mat *F)
711 {
712   Mat            B;
713   PetscErrorCode ierr;
714 
715   PetscFunctionBegin;
716   /* Create the factorization matrix */
717   ierr = MatCreate(((PetscObject)A)->comm,&B);CHKERRQ(ierr);
718   ierr = MatSetSizes(B,A->rmap->n,A->cmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
719   ierr = MatSetType(B,MATELEMENTAL);CHKERRQ(ierr);
720   ierr = MatSetUp(B);CHKERRQ(ierr);
721   B->factortype = ftype;
722   ierr = PetscObjectComposeFunctionDynamic((PetscObject)B,"MatFactorGetSolverPackage_C","MatFactorGetSolverPackage_elemental_elemental",MatFactorGetSolverPackage_elemental_elemental);CHKERRQ(ierr);
723   *F            = B;
724   PetscFunctionReturn(0);
725 }
726 EXTERN_C_END
727 
728 #undef __FUNCT__
729 #define __FUNCT__ "MatNorm_Elemental"
730 static PetscErrorCode MatNorm_Elemental(Mat A,NormType type,PetscReal *nrm)
731 {
732   Mat_Elemental *a=(Mat_Elemental*)A->data;
733 
734   PetscFunctionBegin;
735   switch (type){
736   case NORM_1:
737     *nrm = elem::Norm(*a->emat,elem::ONE_NORM);
738     break;
739   case NORM_FROBENIUS:
740     *nrm = elem::Norm(*a->emat,elem::FROBENIUS_NORM);
741     break;
742   case NORM_INFINITY:
743     *nrm = elem::Norm(*a->emat,elem::INFINITY_NORM);
744     break;
745   default:
746     printf("Error: unsupported norm type!\n");
747   }
748   PetscFunctionReturn(0);
749 }
750 
751 #undef __FUNCT__
752 #define __FUNCT__ "MatZeroEntries_Elemental"
753 static PetscErrorCode MatZeroEntries_Elemental(Mat A)
754 {
755   Mat_Elemental *a=(Mat_Elemental*)A->data;
756 
757   PetscFunctionBegin;
758   elem::Zero(*a->emat);
759   PetscFunctionReturn(0);
760 }
761 
762 EXTERN_C_BEGIN
763 #undef __FUNCT__
764 #define __FUNCT__ "MatGetOwnershipIS_Elemental"
765 static PetscErrorCode MatGetOwnershipIS_Elemental(Mat A,IS *rows,IS *cols)
766 {
767   Mat_Elemental  *a = (Mat_Elemental*)A->data;
768   PetscErrorCode ierr;
769   PetscInt       i,m,shift,stride,*idx;
770 
771   PetscFunctionBegin;
772   if (rows) {
773     m = a->emat->LocalHeight();
774     shift = a->emat->ColShift();
775     stride = a->emat->ColStride();
776     ierr = PetscMalloc(m*sizeof(PetscInt),&idx);CHKERRQ(ierr);
777     for (i=0; i<m; i++) {
778       PetscInt rank,offset;
779       E2RO(A,0,shift+i*stride,&rank,&offset);
780       RO2P(A,0,rank,offset,&idx[i]);
781     }
782     ierr = ISCreateGeneral(PETSC_COMM_SELF,m,idx,PETSC_OWN_POINTER,rows);CHKERRQ(ierr);
783   }
784   if (cols) {
785     m = a->emat->LocalWidth();
786     shift = a->emat->RowShift();
787     stride = a->emat->RowStride();
788     ierr = PetscMalloc(m*sizeof(PetscInt),&idx);CHKERRQ(ierr);
789     for (i=0; i<m; i++) {
790       PetscInt rank,offset;
791       E2RO(A,1,shift+i*stride,&rank,&offset);
792       RO2P(A,1,rank,offset,&idx[i]);
793     }
794     ierr = ISCreateGeneral(PETSC_COMM_SELF,m,idx,PETSC_OWN_POINTER,cols);CHKERRQ(ierr);
795   }
796   PetscFunctionReturn(0);
797 }
798 EXTERN_C_END
799 
800 #undef __FUNCT__
801 #define __FUNCT__ "MatConvert_Elemental_Dense"
802 static PetscErrorCode MatConvert_Elemental_Dense(Mat A,MatType newtype,MatReuse reuse,Mat *B)
803 {
804   Mat                Bmpi;
805   Mat_Elemental      *a = (Mat_Elemental*)A->data;
806   MPI_Comm           comm=((PetscObject)A)->comm;
807   PetscErrorCode     ierr;
808   PetscInt           rrank,ridx,crank,cidx,nrows,ncols,i,j;
809   PetscElemScalar    v;
810 
811   PetscFunctionBegin;
812   if (strcmp(newtype,MATDENSE) && strcmp(newtype,MATSEQDENSE) && strcmp(newtype,MATMPIDENSE)) {
813     SETERRQ(PETSC_COMM_SELF,PETSC_ERR_SUP,"Unsupported New MatType: must be MATDENSE, MATSEQDENSE or MATMPIDENSE");
814   }
815   ierr = MatCreate(comm,&Bmpi);CHKERRQ(ierr);
816   ierr = MatSetSizes(Bmpi,A->rmap->n,A->cmap->n,PETSC_DECIDE,PETSC_DECIDE);CHKERRQ(ierr);
817   ierr = MatSetType(Bmpi,MATDENSE);CHKERRQ(ierr);
818   ierr = MatSetUp(Bmpi);CHKERRQ(ierr);
819   ierr = MatGetSize(A,&nrows,&ncols);CHKERRQ(ierr);
820   for (i=0; i<nrows; i++) {
821     PetscInt erow,ecol;
822     P2RO(A,0,i,&rrank,&ridx);
823     RO2E(A,0,rrank,ridx,&erow);
824     if (rrank < 0 || ridx < 0 || erow < 0) SETERRQ(comm,PETSC_ERR_PLIB,"Incorrect row translation");
825     for (j=0; j<ncols; j++) {
826       P2RO(A,1,j,&crank,&cidx);
827       RO2E(A,1,crank,cidx,&ecol);
828       if (crank < 0 || cidx < 0 || ecol < 0) SETERRQ(comm,PETSC_ERR_PLIB,"Incorrect col translation");
829       v = a->emat->Get(erow,ecol);
830       ierr = MatSetValues(Bmpi,1,&i,1,&j,(PetscScalar *)&v,INSERT_VALUES);CHKERRQ(ierr);
831     }
832   }
833   ierr = MatAssemblyBegin(Bmpi,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
834   ierr = MatAssemblyEnd(Bmpi,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
835   if (reuse == MAT_REUSE_MATRIX) {
836     ierr = MatHeaderReplace(A,Bmpi);CHKERRQ(ierr);
837   } else {
838     *B = Bmpi;
839   }
840   PetscFunctionReturn(0);
841 }
842 
843 #undef __FUNCT__
844 #define __FUNCT__ "MatDestroy_Elemental"
845 static PetscErrorCode MatDestroy_Elemental(Mat A)
846 {
847   Mat_Elemental      *a = (Mat_Elemental*)A->data;
848   PetscErrorCode     ierr;
849   Mat_Elemental_Grid *commgrid;
850   PetscBool          flg;
851   MPI_Comm           icomm;
852 
853   PetscFunctionBegin;
854   a->interface->Detach();
855   delete a->interface;
856   delete a->esubmat;
857   delete a->emat;
858 
859   elem::mpi::Comm cxxcomm(((PetscObject)A)->comm);
860   ierr = PetscCommDuplicate(cxxcomm,&icomm,PETSC_NULL);CHKERRQ(ierr);
861   ierr = MPI_Attr_get(icomm,Petsc_Elemental_keyval,(void**)&commgrid,(int*)&flg);CHKERRQ(ierr);
862   if (--commgrid->grid_refct == 0) {
863     delete commgrid->grid;
864     ierr = PetscFree(commgrid);CHKERRQ(ierr);
865   }
866   ierr = PetscCommDestroy(&icomm);CHKERRQ(ierr);
867   ierr = PetscObjectComposeFunctionDynamic((PetscObject)A,"MatGetOwnershipIS_C","",PETSC_NULL);CHKERRQ(ierr);
868   ierr = PetscObjectComposeFunctionDynamic((PetscObject)A,"MatGetFactor_petsc_C","",PETSC_NULL);CHKERRQ(ierr);
869   ierr = PetscObjectComposeFunctionDynamic((PetscObject)A,"MatFactorGetSolverPackage_C","",PETSC_NULL);CHKERRQ(ierr);
870   ierr = PetscFree(A->data);CHKERRQ(ierr);
871   PetscFunctionReturn(0);
872 }
873 
874 #undef __FUNCT__
875 #define __FUNCT__ "MatSetUp_Elemental"
876 PetscErrorCode MatSetUp_Elemental(Mat A)
877 {
878   Mat_Elemental  *a = (Mat_Elemental*)A->data;
879   PetscErrorCode ierr;
880   PetscMPIInt    rsize,csize;
881 
882   PetscFunctionBegin;
883   ierr = PetscLayoutSetUp(A->rmap);CHKERRQ(ierr);
884   ierr = PetscLayoutSetUp(A->cmap);CHKERRQ(ierr);
885 
886   a->emat->ResizeTo(A->rmap->N,A->cmap->N);CHKERRQ(ierr);
887   elem::Zero(*a->emat);
888 
889   ierr = MPI_Comm_size(A->rmap->comm,&rsize);CHKERRQ(ierr);
890   ierr = MPI_Comm_size(A->cmap->comm,&csize);CHKERRQ(ierr);
891   if (csize != rsize) SETERRQ(((PetscObject)A)->comm,PETSC_ERR_ARG_INCOMP,"Cannot use row and column communicators of different sizes");
892   a->commsize = rsize;
893   a->mr[0] = A->rmap->N % rsize; if (!a->mr[0]) a->mr[0] = rsize;
894   a->mr[1] = A->cmap->N % csize; if (!a->mr[1]) a->mr[1] = csize;
895   a->m[0]  = A->rmap->N / rsize + (a->mr[0] != rsize);
896   a->m[1]  = A->cmap->N / csize + (a->mr[1] != csize);
897   PetscFunctionReturn(0);
898 }
899 
900 #undef __FUNCT__
901 #define __FUNCT__ "MatAssemblyBegin_Elemental"
902 PetscErrorCode MatAssemblyBegin_Elemental(Mat A, MatAssemblyType type)
903 {
904   Mat_Elemental  *a = (Mat_Elemental*)A->data;
905 
906   PetscFunctionBegin;
907   a->interface->Detach();
908   a->interface->Attach(elem::LOCAL_TO_GLOBAL,*(a->emat));
909   PetscFunctionReturn(0);
910 }
911 
912 #undef __FUNCT__
913 #define __FUNCT__ "MatAssemblyEnd_Elemental"
914 PetscErrorCode MatAssemblyEnd_Elemental(Mat A, MatAssemblyType type)
915 {
916   PetscFunctionBegin;
917   /* Currently does nothing */
918   PetscFunctionReturn(0);
919 }
920 
921 /* -------------------------------------------------------------------*/
922 static struct _MatOps MatOps_Values = {
923        MatSetValues_Elemental,
924        0,
925        0,
926        MatMult_Elemental,
927 /* 4*/ MatMultAdd_Elemental,
928        MatMultTranspose_Elemental,
929        MatMultTransposeAdd_Elemental,
930        MatSolve_Elemental,
931        MatSolveAdd_Elemental,
932        0, //MatSolveTranspose_Elemental,
933 /*10*/ 0, //MatSolveTransposeAdd_Elemental,
934        MatLUFactor_Elemental,
935        MatCholeskyFactor_Elemental,
936        0,
937        MatTranspose_Elemental,
938 /*15*/ MatGetInfo_Elemental,
939        0,
940        MatGetDiagonal_Elemental,
941        MatDiagonalScale_Elemental,
942        MatNorm_Elemental,
943 /*20*/ MatAssemblyBegin_Elemental,
944        MatAssemblyEnd_Elemental,
945        0, //MatSetOption_Elemental,
946        MatZeroEntries_Elemental,
947 /*24*/ 0,
948        MatLUFactorSymbolic_Elemental,
949        MatLUFactorNumeric_Elemental,
950        MatCholeskyFactorSymbolic_Elemental,
951        MatCholeskyFactorNumeric_Elemental,
952 /*29*/ MatSetUp_Elemental,
953        0,
954        0,
955        0,
956        0,
957 /*34*/ MatDuplicate_Elemental,
958        0,
959        0,
960        0,
961        0,
962 /*39*/ MatAXPY_Elemental,
963        0,
964        0,
965        0,
966        MatCopy_Elemental,
967 /*44*/ 0,
968        MatScale_Elemental,
969        0,
970        0,
971        0,
972 /*49*/ 0,
973        0,
974        0,
975        0,
976        0,
977 /*54*/ 0,
978        0,
979        0,
980        0,
981        0,
982 /*59*/ 0,
983        MatDestroy_Elemental,
984        MatView_Elemental,
985        0,
986        0,
987 /*64*/ 0,
988        0,
989        0,
990        0,
991        0,
992 /*69*/ 0,
993        0,
994        MatConvert_Elemental_Dense,
995        0,
996        0,
997 /*74*/ 0,
998        0,
999        0,
1000        0,
1001        0,
1002 /*79*/ 0,
1003        0,
1004        0,
1005        0,
1006        0,
1007 /*84*/ 0,
1008        0,
1009        0,
1010        0,
1011        0,
1012 /*89*/ MatMatMult_Elemental,
1013        MatMatMultSymbolic_Elemental,
1014        MatMatMultNumeric_Elemental,
1015        0,
1016        0,
1017 /*94*/ 0,
1018        MatMatTransposeMult_Elemental,
1019        MatMatTransposeMultSymbolic_Elemental,
1020        MatMatTransposeMultNumeric_Elemental,
1021        0,
1022 /*99*/ 0,
1023        0,
1024        0,
1025        MatConjugate_Elemental,
1026        0,
1027 /*104*/0,
1028        0,
1029        0,
1030        0,
1031        0,
1032 /*109*/MatMatSolve_Elemental,
1033        0,
1034        0,
1035        0,
1036        0,
1037 /*114*/0,
1038        0,
1039        0,
1040        0,
1041        0,
1042 /*119*/0,
1043        MatHermitianTranspose_Elemental,
1044        0,
1045        0,
1046        0,
1047 /*124*/0,
1048        0,
1049        0,
1050        0,
1051        0,
1052 /*129*/0,
1053        0,
1054        0,
1055        0,
1056        0,
1057 /*134*/0,
1058        0,
1059        0,
1060        0,
1061        0
1062 };
1063 
1064 /*MC
1065    MATELEMENTAL = "elemental" - A matrix type for dense matrices using the Elemental package
1066 
1067    Options Database Keys:
1068 . -mat_type elemental - sets the matrix type to "elemental" during a call to MatSetFromOptions()
1069 . -mat_elemental_grid_height - sets Grid Height
1070 . -mat_elemental_grid_width - sets Grid Width
1071 
1072   Level: beginner
1073 
1074 .seealso: MATDENSE
1075 M*/
1076 
1077 #undef __FUNCT__
1078 #define __FUNCT__ "MatCreate_Elemental"
1079 PETSC_EXTERN_C PetscErrorCode MatCreate_Elemental(Mat A)
1080 {
1081   Mat_Elemental      *a;
1082   PetscErrorCode     ierr;
1083   PetscBool          flg,flg1,flg2;
1084   Mat_Elemental_Grid *commgrid;
1085   MPI_Comm           icomm;
1086   PetscInt           optv1,optv2;
1087 
1088   PetscFunctionBegin;
1089   ierr = PetscElementalInitializePackage(PETSC_NULL);CHKERRQ(ierr);
1090   ierr = PetscMemcpy(A->ops,&MatOps_Values,sizeof(struct _MatOps));CHKERRQ(ierr);
1091   A->insertmode = NOT_SET_VALUES;
1092 
1093   ierr = PetscNewLog(A,Mat_Elemental,&a);CHKERRQ(ierr);
1094   A->data = (void*)a;
1095 
1096   /* Set up the elemental matrix */
1097   elem::mpi::Comm cxxcomm(((PetscObject)A)->comm);
1098 
1099   /* Grid needs to be shared between multiple Mats on the same communicator, implement by attribute caching on the MPI_Comm */
1100   if (Petsc_Elemental_keyval == MPI_KEYVAL_INVALID) {
1101     ierr = MPI_Keyval_create(MPI_NULL_COPY_FN,MPI_NULL_DELETE_FN,&Petsc_Elemental_keyval,(void*)0);
1102   }
1103   ierr = PetscCommDuplicate(cxxcomm,&icomm,PETSC_NULL);CHKERRQ(ierr);
1104   ierr = MPI_Attr_get(icomm,Petsc_Elemental_keyval,(void**)&commgrid,(int*)&flg);CHKERRQ(ierr);
1105   if (!flg) {
1106     ierr = PetscNewLog(A,Mat_Elemental_Grid,&commgrid);CHKERRQ(ierr);
1107 
1108     ierr = PetscOptionsBegin(((PetscObject)A)->comm,((PetscObject)A)->prefix,"Elemental Options","Mat");CHKERRQ(ierr);
1109     /* displayed default grid sizes (CommSize,1) are set by us arbitrarily until elem::Grid() is called */
1110     ierr = PetscOptionsInt("-mat_elemental_grid_height","Grid Height","None",elem::mpi::CommSize(cxxcomm),&optv1,&flg1);CHKERRQ(ierr);
1111     ierr = PetscOptionsInt("-mat_elemental_grid_width","Grid Width","None",1,&optv2,&flg2);CHKERRQ(ierr);
1112     if (flg1 || flg2) {
1113       if (optv1*optv2 != elem::mpi::CommSize(cxxcomm)) {
1114         SETERRQ(((PetscObject)A)->comm,PETSC_ERR_ARG_INCOMP,"Grid Height times Grid Width must equal CommSize");
1115       }
1116       commgrid->grid = new elem::Grid(cxxcomm,optv1,optv2); /* use user-provided grid sizes */
1117     } else {
1118       commgrid->grid = new elem::Grid(cxxcomm); /* use Elemental default grid sizes */
1119     }
1120     commgrid->grid_refct = 1;
1121     ierr = MPI_Attr_put(icomm,Petsc_Elemental_keyval,(void*)commgrid);CHKERRQ(ierr);
1122     PetscOptionsEnd();
1123   } else {
1124     commgrid->grid_refct++;
1125   }
1126   ierr = PetscCommDestroy(&icomm);CHKERRQ(ierr);
1127   a->grid      = commgrid->grid;
1128   a->emat      = new elem::DistMatrix<PetscElemScalar>(*a->grid);
1129   a->esubmat   = new elem::Matrix<PetscElemScalar>(1,1);
1130   a->interface = new elem::AxpyInterface<PetscElemScalar>;
1131   a->pivot     = new elem::DistMatrix<PetscInt,elem::VC,elem::STAR>;
1132 
1133   /* build cache for off array entries formed */
1134   a->interface->Attach(elem::LOCAL_TO_GLOBAL,*(a->emat));
1135 
1136   ierr = PetscObjectComposeFunctionDynamic((PetscObject)A,"MatGetOwnershipIS_C","MatGetOwnershipIS_Elemental",MatGetOwnershipIS_Elemental);CHKERRQ(ierr);
1137   ierr = PetscObjectComposeFunctionDynamic((PetscObject)A,"MatGetFactor_elemental_C","MatGetFactor_elemental_elemental",MatGetFactor_elemental_elemental);CHKERRQ(ierr);
1138 
1139   ierr = PetscObjectChangeTypeName((PetscObject)A,MATELEMENTAL);CHKERRQ(ierr);
1140   PetscFunctionReturn(0);
1141 }
1142 
1143