xref: /petsc/src/ksp/pc/impls/bddc/bddcfetidp.c (revision 9eec4de8938dd4601ab3f9208deb3d1755027416)
1 #include <../src/ksp/pc/impls/bddc/bddc.h>
2 #include <../src/ksp/pc/impls/bddc/bddcprivate.h>
3 
4 #undef __FUNCT__
5 #define __FUNCT__ "PCBDDCCreateFETIDPMatContext"
6 PetscErrorCode PCBDDCCreateFETIDPMatContext(PC pc, FETIDPMat_ctx *fetidpmat_ctx)
7 {
8   FETIDPMat_ctx  newctx;
9   PetscErrorCode ierr;
10 
11   PetscFunctionBegin;
12   ierr = PetscNew(&newctx);CHKERRQ(ierr);
13   /* increase the reference count for BDDC preconditioner */
14   ierr = PetscObjectReference((PetscObject)pc);CHKERRQ(ierr);
15   newctx->pc              = pc;
16   *fetidpmat_ctx          = newctx;
17   PetscFunctionReturn(0);
18 }
19 
20 #undef __FUNCT__
21 #define __FUNCT__ "PCBDDCCreateFETIDPPCContext"
22 PetscErrorCode PCBDDCCreateFETIDPPCContext(PC pc, FETIDPPC_ctx *fetidppc_ctx)
23 {
24   FETIDPPC_ctx   newctx;
25   PetscErrorCode ierr;
26 
27   PetscFunctionBegin;
28   ierr = PetscNew(&newctx);CHKERRQ(ierr);
29   /* increase the reference count for BDDC preconditioner */
30   ierr = PetscObjectReference((PetscObject)pc);CHKERRQ(ierr);
31   newctx->pc              = pc;
32   *fetidppc_ctx           = newctx;
33   PetscFunctionReturn(0);
34 }
35 
36 #undef __FUNCT__
37 #define __FUNCT__ "PCBDDCDestroyFETIDPMat"
38 PetscErrorCode PCBDDCDestroyFETIDPMat(Mat A)
39 {
40   FETIDPMat_ctx  mat_ctx;
41   PetscErrorCode ierr;
42 
43   PetscFunctionBegin;
44   ierr = MatShellGetContext(A,(void**)&mat_ctx);CHKERRQ(ierr);
45   ierr = VecDestroy(&mat_ctx->lambda_local);CHKERRQ(ierr);
46   ierr = VecDestroy(&mat_ctx->temp_solution_D);CHKERRQ(ierr);
47   ierr = VecDestroy(&mat_ctx->temp_solution_B);CHKERRQ(ierr);
48   ierr = MatDestroy(&mat_ctx->B_delta);CHKERRQ(ierr);
49   ierr = MatDestroy(&mat_ctx->B_Ddelta);CHKERRQ(ierr);
50   ierr = MatDestroy(&mat_ctx->B_BB);CHKERRQ(ierr);
51   ierr = MatDestroy(&mat_ctx->B_BI);CHKERRQ(ierr);
52   ierr = MatDestroy(&mat_ctx->Bt_BB);CHKERRQ(ierr);
53   ierr = MatDestroy(&mat_ctx->Bt_BI);CHKERRQ(ierr);
54   ierr = MatDestroy(&mat_ctx->C);CHKERRQ(ierr);
55   ierr = VecDestroy(&mat_ctx->vP);CHKERRQ(ierr);
56   ierr = VecDestroy(&mat_ctx->xPg);CHKERRQ(ierr);
57   ierr = VecDestroy(&mat_ctx->yPg);CHKERRQ(ierr);
58   ierr = VecDestroy(&mat_ctx->work);CHKERRQ(ierr);
59   ierr = VecScatterDestroy(&mat_ctx->l2g_lambda);CHKERRQ(ierr);
60   ierr = VecScatterDestroy(&mat_ctx->l2g_p);CHKERRQ(ierr);
61   ierr = VecScatterDestroy(&mat_ctx->g2g);CHKERRQ(ierr);
62   ierr = VecScatterDestroy(&mat_ctx->g2g_p);CHKERRQ(ierr);
63   ierr = PCDestroy(&mat_ctx->pc);CHKERRQ(ierr); /* decrease PCBDDC reference count */
64   ierr = PetscFree(mat_ctx);CHKERRQ(ierr);
65   PetscFunctionReturn(0);
66 }
67 
68 #undef __FUNCT__
69 #define __FUNCT__ "PCBDDCDestroyFETIDPPC"
70 PetscErrorCode PCBDDCDestroyFETIDPPC(PC pc)
71 {
72   FETIDPPC_ctx   pc_ctx;
73   PetscErrorCode ierr;
74 
75   PetscFunctionBegin;
76   ierr = PCShellGetContext(pc,(void**)&pc_ctx);CHKERRQ(ierr);
77   ierr = VecDestroy(&pc_ctx->lambda_local);CHKERRQ(ierr);
78   ierr = MatDestroy(&pc_ctx->B_Ddelta);CHKERRQ(ierr);
79   ierr = VecScatterDestroy(&pc_ctx->l2g_lambda);CHKERRQ(ierr);
80   ierr = MatDestroy(&pc_ctx->S_j);CHKERRQ(ierr);
81   ierr = PCDestroy(&pc_ctx->pc);CHKERRQ(ierr); /* decrease PCBDDC reference count */
82   ierr = KSPDestroy(&pc_ctx->kP);CHKERRQ(ierr);
83   ierr = VecDestroy(&pc_ctx->xPg);CHKERRQ(ierr);
84   ierr = VecDestroy(&pc_ctx->yPg);CHKERRQ(ierr);
85   ierr = PetscFree(pc_ctx);CHKERRQ(ierr);
86   PetscFunctionReturn(0);
87 }
88 
89 #undef __FUNCT__
90 #define __FUNCT__ "PCBDDCSetupFETIDPMatContext"
91 PetscErrorCode PCBDDCSetupFETIDPMatContext(FETIDPMat_ctx fetidpmat_ctx )
92 {
93   PetscErrorCode ierr;
94   PC_IS          *pcis=(PC_IS*)fetidpmat_ctx->pc->data;
95   PC_BDDC        *pcbddc=(PC_BDDC*)fetidpmat_ctx->pc->data;
96   PCBDDCGraph    mat_graph=pcbddc->mat_graph;
97   Mat_IS         *matis  = (Mat_IS*)fetidpmat_ctx->pc->pmat->data;
98   MPI_Comm       comm;
99   Mat            ScalingMat;
100   Vec            fetidp_global;
101   IS             IS_l2g_lambda;
102   IS             subset,subset_mult,subset_n;
103   PetscBool      skip_node,fully_redundant;
104   PetscInt       i,j,k,s,n_boundary_dofs,n_global_lambda,n_vertices,partial_sum;
105   PetscInt       cum,n_local_lambda,n_lambda_for_dof,dual_size,n_neg_values,n_pos_values;
106   PetscMPIInt    rank,size,buf_size,neigh;
107   PetscScalar    scalar_value;
108   PetscInt       *vertex_indices;
109   PetscInt       *dual_dofs_boundary_indices,*aux_local_numbering_1;
110   const PetscInt *aux_global_numbering;
111   PetscInt       *aux_sums,*cols_B_delta,*l2g_indices;
112   PetscScalar    *array,*scaling_factors,*vals_B_delta;
113   PetscInt       *aux_local_numbering_2;
114   PetscLayout    llay;
115   /* For communication of scaling factors */
116   PetscInt       *ptrs_buffer,neigh_position;
117   PetscScalar    **all_factors,*send_buffer,*recv_buffer;
118   MPI_Request    *send_reqs,*recv_reqs;
119   /* tests */
120   PetscBool      test_fetidp;
121   PetscViewer    viewer;
122   /* saddlepoint */
123   Mat                    oA;
124   ISLocalToGlobalMapping l2gmap_p;
125   PetscLayout            play;
126   IS                     gP,pP;
127   PetscInt               nPl,nPg,nPgl;
128 
129   PetscFunctionBegin;
130   ierr = PetscObjectGetComm((PetscObject)(fetidpmat_ctx->pc),&comm);CHKERRQ(ierr);
131   ierr = MPI_Comm_rank(comm,&rank);CHKERRQ(ierr);
132   ierr = MPI_Comm_size(comm,&size);CHKERRQ(ierr);
133 
134   /* saddlepoint */
135   nPl      = 0;
136   nPg      = 0;
137   nPgl     = 0;
138   gP       = NULL;
139   pP       = NULL;
140   l2gmap_p = NULL;
141   play     = NULL;
142   oA       = NULL;
143   ierr = PetscObjectQuery((PetscObject)fetidpmat_ctx->pc,"__KSPFETIDP_A",(PetscObject*)&oA);CHKERRQ(ierr);
144   if (oA) { /* oA is the original matrix */
145     /* pressures in parallel layout of oA */
146     ierr = PetscObjectQuery((PetscObject)fetidpmat_ctx->pc,"__KSPFETIDP_pP",(PetscObject*)&pP);CHKERRQ(ierr);
147     if (!pP) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"pP not present");
148 
149     /* subdomain pressures in global numbering */
150     ierr = PetscObjectQuery((PetscObject)fetidpmat_ctx->pc,"__KSPFETIDP_gP",(PetscObject*)&gP);CHKERRQ(ierr);
151     if (!gP) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"gP not present");
152     ierr = ISGetLocalSize(gP,&nPl);CHKERRQ(ierr);
153     ierr = VecCreate(PETSC_COMM_SELF,&fetidpmat_ctx->vP);CHKERRQ(ierr);
154     ierr = VecSetSizes(fetidpmat_ctx->vP,nPl,nPl);CHKERRQ(ierr);
155     ierr = VecSetType(fetidpmat_ctx->vP,VECSTANDARD);CHKERRQ(ierr);
156     ierr = VecSetUp(fetidpmat_ctx->vP);CHKERRQ(ierr);
157 
158     /* interface pressure matrix */
159     ierr = PetscObjectQuery((PetscObject)fetidpmat_ctx->pc,"__KSPFETIDP_C",(PetscObject*)&fetidpmat_ctx->C);CHKERRQ(ierr);
160     if (!fetidpmat_ctx->C) { /* null pressure block, compute layout and global numbering for interface pressures */
161       IS Pg;
162 
163       ierr = ISRenumber(gP,NULL,&nPg,&Pg);CHKERRQ(ierr);
164       ierr = ISLocalToGlobalMappingCreateIS(Pg,&l2gmap_p);CHKERRQ(ierr);
165       ierr = ISDestroy(&Pg);CHKERRQ(ierr);
166       ierr = PetscLayoutCreate(comm,&play);CHKERRQ(ierr);
167       ierr = PetscLayoutSetBlockSize(play,1);CHKERRQ(ierr);
168       ierr = PetscLayoutSetSize(play,nPg);CHKERRQ(ierr);
169       ierr = ISGetLocalSize(pP,&nPgl);CHKERRQ(ierr);
170       ierr = PetscLayoutSetLocalSize(play,nPgl);CHKERRQ(ierr);
171       ierr = PetscLayoutSetUp(play);CHKERRQ(ierr);
172     } else {
173       ierr = PetscObjectReference((PetscObject)fetidpmat_ctx->C);CHKERRQ(ierr);
174       ierr = MatGetLocalToGlobalMapping(fetidpmat_ctx->C,&l2gmap_p,NULL);CHKERRQ(ierr);
175       ierr = PetscObjectReference((PetscObject)l2gmap_p);CHKERRQ(ierr);
176       ierr = MatGetSize(fetidpmat_ctx->C,&nPg,NULL);CHKERRQ(ierr);
177       ierr = MatGetLocalSize(fetidpmat_ctx->C,NULL,&nPgl);CHKERRQ(ierr);
178       ierr = MatGetLayouts(fetidpmat_ctx->C,NULL,&llay);CHKERRQ(ierr);
179       ierr = PetscLayoutReference(llay,&play);CHKERRQ(ierr);
180     }
181     ierr = VecCreateMPIWithArray(comm,1,nPgl,nPg,NULL,&fetidpmat_ctx->xPg);CHKERRQ(ierr);
182     ierr = VecCreateMPIWithArray(comm,1,nPgl,nPg,NULL,&fetidpmat_ctx->yPg);CHKERRQ(ierr);
183 
184     /* import matrices for interface pressures coupling */
185     ierr = PetscObjectQuery((PetscObject)fetidpmat_ctx->pc,"__KSPFETIDP_B_BI",(PetscObject*)&fetidpmat_ctx->B_BI);CHKERRQ(ierr);
186     if (!fetidpmat_ctx->B_BI) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"B_BI not present");
187     ierr = PetscObjectReference((PetscObject)fetidpmat_ctx->B_BI);CHKERRQ(ierr);
188 
189     ierr = PetscObjectQuery((PetscObject)fetidpmat_ctx->pc,"__KSPFETIDP_B_BB",(PetscObject*)&fetidpmat_ctx->B_BB);CHKERRQ(ierr);
190     if (!fetidpmat_ctx->B_BB) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"B_BB not present");
191     ierr = PetscObjectReference((PetscObject)fetidpmat_ctx->B_BB);CHKERRQ(ierr);
192 
193     ierr = PetscObjectQuery((PetscObject)fetidpmat_ctx->pc,"__KSPFETIDP_Bt_BI",(PetscObject*)&fetidpmat_ctx->Bt_BI);CHKERRQ(ierr);
194     if (!fetidpmat_ctx->Bt_BI) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Bt_BI not present");
195     ierr = PetscObjectReference((PetscObject)fetidpmat_ctx->Bt_BI);CHKERRQ(ierr);
196 
197     ierr = PetscObjectQuery((PetscObject)fetidpmat_ctx->pc,"__KSPFETIDP_Bt_BB",(PetscObject*)&fetidpmat_ctx->Bt_BB);CHKERRQ(ierr);
198     if (!fetidpmat_ctx->Bt_BB) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_PLIB,"Bt_BB not present");
199     ierr = PetscObjectReference((PetscObject)fetidpmat_ctx->Bt_BB);CHKERRQ(ierr);
200   }
201 
202   /* Default type of lagrange multipliers is non-redundant */
203   fully_redundant = fetidpmat_ctx->fully_redundant;
204 
205   /* Evaluate local and global number of lagrange multipliers */
206   ierr = VecSet(pcis->vec1_N,0.0);CHKERRQ(ierr);
207   n_local_lambda = 0;
208   partial_sum = 0;
209   n_boundary_dofs = 0;
210   s = 0;
211   /* Get Vertices used to define the BDDC */
212   n_vertices = pcbddc->n_vertices;
213   vertex_indices = pcbddc->local_primal_ref_node;
214   dual_size = pcis->n_B-n_vertices;
215   ierr = PetscMalloc1(dual_size,&dual_dofs_boundary_indices);CHKERRQ(ierr);
216   ierr = PetscMalloc1(dual_size,&aux_local_numbering_1);CHKERRQ(ierr);
217   ierr = PetscMalloc1(dual_size,&aux_local_numbering_2);CHKERRQ(ierr);
218 
219   ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
220   for (i=0;i<pcis->n;i++){
221     j = mat_graph->count[i]; /* RECALL: mat_graph->count[i] does not count myself */
222     if ( j > 0 ) {
223       n_boundary_dofs++;
224     }
225     skip_node = PETSC_FALSE;
226     if ( s < n_vertices && vertex_indices[s]==i) { /* it works for a sorted set of vertices */
227       skip_node = PETSC_TRUE;
228       s++;
229     }
230     if (j < 1) {
231       skip_node = PETSC_TRUE;
232     }
233     if ( !skip_node ) {
234       if (fully_redundant) {
235         /* fully redundant set of lagrange multipliers */
236         n_lambda_for_dof = (j*(j+1))/2;
237       } else {
238         n_lambda_for_dof = j;
239       }
240       n_local_lambda += j;
241       /* needed to evaluate global number of lagrange multipliers */
242       array[i]=(1.0*n_lambda_for_dof)/(j+1.0); /* already scaled for the next global sum */
243       /* store some data needed */
244       dual_dofs_boundary_indices[partial_sum] = n_boundary_dofs-1;
245       aux_local_numbering_1[partial_sum] = i;
246       aux_local_numbering_2[partial_sum] = n_lambda_for_dof;
247       partial_sum++;
248     }
249   }
250   ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
251 
252   /* compute global ordering of lagrange multipliers and associate l2g map */
253   ierr = ISCreateGeneral(comm,partial_sum,aux_local_numbering_1,PETSC_COPY_VALUES,&subset_n);CHKERRQ(ierr);
254   ierr = ISLocalToGlobalMappingApplyIS(pcis->mapping,subset_n,&subset);CHKERRQ(ierr);
255   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
256   ierr = ISCreateGeneral(comm,partial_sum,aux_local_numbering_2,PETSC_OWN_POINTER,&subset_mult);CHKERRQ(ierr);
257   ierr = ISRenumber(subset,subset_mult,&fetidpmat_ctx->n_lambda,&subset_n);CHKERRQ(ierr);
258   ierr = ISDestroy(&subset);CHKERRQ(ierr);
259 
260 #if defined(PETSC_USE_DEBUG)
261   ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
262   ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
263   ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
264   ierr = VecSum(pcis->vec1_global,&scalar_value);CHKERRQ(ierr);
265   i = (PetscInt)PetscRealPart(scalar_value);
266   if (i != fetidpmat_ctx->n_lambda) SETERRQ2(PETSC_COMM_WORLD,PETSC_ERR_PLIB,"Global number of multipliers mismatch! (%d!=%d)\n",fetidpmat_ctx->n_lambda,i);
267 #endif
268 
269   /* init data for scaling factors exchange */
270   partial_sum = 0;
271   ierr = PetscMalloc1(pcis->n_neigh,&ptrs_buffer);CHKERRQ(ierr);
272   ierr = PetscMalloc1(PetscMax(pcis->n_neigh-1,0),&send_reqs);CHKERRQ(ierr);
273   ierr = PetscMalloc1(PetscMax(pcis->n_neigh-1,0),&recv_reqs);CHKERRQ(ierr);
274   ierr = PetscMalloc1(pcis->n,&all_factors);CHKERRQ(ierr);
275   if (pcis->n_neigh > 0) ptrs_buffer[0]=0;
276   for (i=1;i<pcis->n_neigh;i++) {
277     partial_sum += pcis->n_shared[i];
278     ptrs_buffer[i] = ptrs_buffer[i-1]+pcis->n_shared[i];
279   }
280   ierr = PetscMalloc1(partial_sum,&send_buffer);CHKERRQ(ierr);
281   ierr = PetscMalloc1(partial_sum,&recv_buffer);CHKERRQ(ierr);
282   ierr = PetscMalloc1(partial_sum,&all_factors[0]);CHKERRQ(ierr);
283   for (i=0;i<pcis->n-1;i++) {
284     j = mat_graph->count[i];
285     all_factors[i+1]=all_factors[i]+j;
286   }
287   /* scatter B scaling to N vec */
288   ierr = VecScatterBegin(pcis->N_to_B,pcis->D,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
289   ierr = VecScatterEnd(pcis->N_to_B,pcis->D,pcis->vec1_N,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
290   /* communications */
291   ierr = VecGetArrayRead(pcis->vec1_N,(const PetscScalar**)&array);CHKERRQ(ierr);
292   for (i=1;i<pcis->n_neigh;i++) {
293     for (j=0;j<pcis->n_shared[i];j++) {
294       send_buffer[ptrs_buffer[i-1]+j]=array[pcis->shared[i][j]];
295     }
296     ierr = PetscMPIIntCast(ptrs_buffer[i]-ptrs_buffer[i-1],&buf_size);CHKERRQ(ierr);
297     ierr = PetscMPIIntCast(pcis->neigh[i],&neigh);CHKERRQ(ierr);
298     ierr = MPI_Isend(&send_buffer[ptrs_buffer[i-1]],buf_size,MPIU_SCALAR,neigh,0,comm,&send_reqs[i-1]);CHKERRQ(ierr);
299     ierr = MPI_Irecv(&recv_buffer[ptrs_buffer[i-1]],buf_size,MPIU_SCALAR,neigh,0,comm,&recv_reqs[i-1]);CHKERRQ(ierr);
300   }
301   ierr = VecRestoreArrayRead(pcis->vec1_N,(const PetscScalar**)&array);CHKERRQ(ierr);
302   if (pcis->n_neigh > 0) {
303     ierr = MPI_Waitall(pcis->n_neigh-1,recv_reqs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
304   }
305   /* put values in correct places */
306   for (i=1;i<pcis->n_neigh;i++) {
307     for (j=0;j<pcis->n_shared[i];j++) {
308       k = pcis->shared[i][j];
309       neigh_position = 0;
310       while(mat_graph->neighbours_set[k][neigh_position] != pcis->neigh[i]) {neigh_position++;}
311       all_factors[k][neigh_position]=recv_buffer[ptrs_buffer[i-1]+j];
312     }
313   }
314   if (pcis->n_neigh > 0) {
315     ierr = MPI_Waitall(pcis->n_neigh-1,send_reqs,MPI_STATUSES_IGNORE);CHKERRQ(ierr);
316   }
317   ierr = PetscFree(send_reqs);CHKERRQ(ierr);
318   ierr = PetscFree(recv_reqs);CHKERRQ(ierr);
319   ierr = PetscFree(send_buffer);CHKERRQ(ierr);
320   ierr = PetscFree(recv_buffer);CHKERRQ(ierr);
321   ierr = PetscFree(ptrs_buffer);CHKERRQ(ierr);
322 
323   /* Compute B and B_delta (local actions) */
324   ierr = PetscMalloc1(pcis->n_neigh,&aux_sums);CHKERRQ(ierr);
325   ierr = PetscMalloc1(n_local_lambda,&l2g_indices);CHKERRQ(ierr);
326   ierr = PetscMalloc1(n_local_lambda,&vals_B_delta);CHKERRQ(ierr);
327   ierr = PetscMalloc1(n_local_lambda,&cols_B_delta);CHKERRQ(ierr);
328   ierr = PetscMalloc1(n_local_lambda,&scaling_factors);CHKERRQ(ierr);
329   ierr = ISGetIndices(subset_n,&aux_global_numbering);CHKERRQ(ierr);
330   partial_sum=0;
331   cum = 0;
332   for (i=0;i<dual_size;i++) {
333     n_global_lambda = aux_global_numbering[cum];
334     j = mat_graph->count[aux_local_numbering_1[i]];
335     aux_sums[0]=0;
336     for (s=1;s<j;s++) {
337       aux_sums[s]=aux_sums[s-1]+j-s+1;
338     }
339     array = all_factors[aux_local_numbering_1[i]];
340     n_neg_values = 0;
341     while(n_neg_values < j && mat_graph->neighbours_set[aux_local_numbering_1[i]][n_neg_values] < rank) {n_neg_values++;}
342     n_pos_values = j - n_neg_values;
343     if (fully_redundant) {
344       for (s=0;s<n_neg_values;s++) {
345         l2g_indices    [partial_sum+s]=aux_sums[s]+n_neg_values-s-1+n_global_lambda;
346         cols_B_delta   [partial_sum+s]=dual_dofs_boundary_indices[i];
347         vals_B_delta   [partial_sum+s]=-1.0;
348         scaling_factors[partial_sum+s]=array[s];
349       }
350       for (s=0;s<n_pos_values;s++) {
351         l2g_indices    [partial_sum+s+n_neg_values]=aux_sums[n_neg_values]+s+n_global_lambda;
352         cols_B_delta   [partial_sum+s+n_neg_values]=dual_dofs_boundary_indices[i];
353         vals_B_delta   [partial_sum+s+n_neg_values]=1.0;
354         scaling_factors[partial_sum+s+n_neg_values]=array[s+n_neg_values];
355       }
356       partial_sum += j;
357     } else {
358       /* l2g_indices and default cols and vals of B_delta */
359       for (s=0;s<j;s++) {
360         l2g_indices    [partial_sum+s]=n_global_lambda+s;
361         cols_B_delta   [partial_sum+s]=dual_dofs_boundary_indices[i];
362         vals_B_delta   [partial_sum+s]=0.0;
363       }
364       /* B_delta */
365       if ( n_neg_values > 0 ) { /* there's a rank next to me to the left */
366         vals_B_delta   [partial_sum+n_neg_values-1]=-1.0;
367       }
368       if ( n_neg_values < j ) { /* there's a rank next to me to the right */
369         vals_B_delta   [partial_sum+n_neg_values]=1.0;
370       }
371       /* scaling as in Klawonn-Widlund 1999*/
372       for (s=0;s<n_neg_values;s++) {
373         scalar_value = 0.0;
374         for (k=0;k<s+1;k++) {
375           scalar_value += array[k];
376         }
377         scaling_factors[partial_sum+s] = -scalar_value;
378       }
379       for (s=0;s<n_pos_values;s++) {
380         scalar_value = 0.0;
381         for (k=s+n_neg_values;k<j;k++) {
382           scalar_value += array[k];
383         }
384         scaling_factors[partial_sum+s+n_neg_values] = scalar_value;
385       }
386       partial_sum += j;
387     }
388     cum += aux_local_numbering_2[i];
389   }
390   ierr = ISRestoreIndices(subset_n,&aux_global_numbering);CHKERRQ(ierr);
391   ierr = ISDestroy(&subset_mult);CHKERRQ(ierr);
392   ierr = ISDestroy(&subset_n);CHKERRQ(ierr);
393   ierr = PetscFree(aux_sums);CHKERRQ(ierr);
394   ierr = PetscFree(aux_local_numbering_1);CHKERRQ(ierr);
395   ierr = PetscFree(dual_dofs_boundary_indices);CHKERRQ(ierr);
396   ierr = PetscFree(all_factors[0]);CHKERRQ(ierr);
397   ierr = PetscFree(all_factors);CHKERRQ(ierr);
398 
399   /* Create local part of B_delta */
400   ierr = MatCreate(PETSC_COMM_SELF,&fetidpmat_ctx->B_delta);CHKERRQ(ierr);
401   ierr = MatSetSizes(fetidpmat_ctx->B_delta,n_local_lambda,pcis->n_B,n_local_lambda,pcis->n_B);CHKERRQ(ierr);
402   ierr = MatSetType(fetidpmat_ctx->B_delta,MATSEQAIJ);CHKERRQ(ierr);
403   ierr = MatSeqAIJSetPreallocation(fetidpmat_ctx->B_delta,1,NULL);CHKERRQ(ierr);
404   ierr = MatSetOption(fetidpmat_ctx->B_delta,MAT_IGNORE_ZERO_ENTRIES,PETSC_TRUE);CHKERRQ(ierr);
405   for (i=0;i<n_local_lambda;i++) {
406     ierr = MatSetValue(fetidpmat_ctx->B_delta,i,cols_B_delta[i],vals_B_delta[i],INSERT_VALUES);CHKERRQ(ierr);
407   }
408   ierr = PetscFree(vals_B_delta);CHKERRQ(ierr);
409   ierr = MatAssemblyBegin(fetidpmat_ctx->B_delta,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
410   ierr = MatAssemblyEnd  (fetidpmat_ctx->B_delta,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
411 
412   if (fully_redundant) {
413     ierr = MatCreate(PETSC_COMM_SELF,&ScalingMat);CHKERRQ(ierr);
414     ierr = MatSetSizes(ScalingMat,n_local_lambda,n_local_lambda,n_local_lambda,n_local_lambda);CHKERRQ(ierr);
415     ierr = MatSetType(ScalingMat,MATSEQAIJ);CHKERRQ(ierr);
416     ierr = MatSeqAIJSetPreallocation(ScalingMat,1,NULL);CHKERRQ(ierr);
417     for (i=0;i<n_local_lambda;i++) {
418       ierr = MatSetValue(ScalingMat,i,i,scaling_factors[i],INSERT_VALUES);CHKERRQ(ierr);
419     }
420     ierr = MatAssemblyBegin(ScalingMat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
421     ierr = MatAssemblyEnd  (ScalingMat,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
422     ierr = MatMatMult(ScalingMat,fetidpmat_ctx->B_delta,MAT_INITIAL_MATRIX,PETSC_DEFAULT,&fetidpmat_ctx->B_Ddelta);CHKERRQ(ierr);
423     ierr = MatDestroy(&ScalingMat);CHKERRQ(ierr);
424   } else {
425     ierr = MatCreate(PETSC_COMM_SELF,&fetidpmat_ctx->B_Ddelta);CHKERRQ(ierr);
426     ierr = MatSetSizes(fetidpmat_ctx->B_Ddelta,n_local_lambda,pcis->n_B,n_local_lambda,pcis->n_B);CHKERRQ(ierr);
427     ierr = MatSetType(fetidpmat_ctx->B_Ddelta,MATSEQAIJ);CHKERRQ(ierr);
428     ierr = MatSeqAIJSetPreallocation(fetidpmat_ctx->B_Ddelta,1,NULL);CHKERRQ(ierr);
429     for (i=0;i<n_local_lambda;i++) {
430       ierr = MatSetValue(fetidpmat_ctx->B_Ddelta,i,cols_B_delta[i],scaling_factors[i],INSERT_VALUES);CHKERRQ(ierr);
431     }
432     ierr = MatAssemblyBegin(fetidpmat_ctx->B_Ddelta,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
433     ierr = MatAssemblyEnd  (fetidpmat_ctx->B_Ddelta,MAT_FINAL_ASSEMBLY);CHKERRQ(ierr);
434   }
435   ierr = PetscFree(scaling_factors);CHKERRQ(ierr);
436   ierr = PetscFree(cols_B_delta);CHKERRQ(ierr);
437 
438   /* Layout of multipliers */
439   ierr = PetscLayoutCreate(comm,&llay);CHKERRQ(ierr);
440   ierr = PetscLayoutSetBlockSize(llay,1);CHKERRQ(ierr);
441   ierr = PetscLayoutSetSize(llay,fetidpmat_ctx->n_lambda);CHKERRQ(ierr);
442   ierr = PetscLayoutSetUp(llay);CHKERRQ(ierr);
443   ierr = PetscLayoutGetLocalSize(llay,&fetidpmat_ctx->n);CHKERRQ(ierr);
444 
445   /* fetidpmat sizes */
446   fetidpmat_ctx->n += nPgl;
447   fetidpmat_ctx->N  = fetidpmat_ctx->n_lambda+nPg;
448 
449   /* Local work vector of multipliers */
450   ierr = VecCreate(PETSC_COMM_SELF,&fetidpmat_ctx->lambda_local);CHKERRQ(ierr);
451   ierr = VecSetSizes(fetidpmat_ctx->lambda_local,n_local_lambda,n_local_lambda);CHKERRQ(ierr);
452   ierr = VecSetType(fetidpmat_ctx->lambda_local,VECSEQ);CHKERRQ(ierr);
453 
454   /* Global vector for FETI-DP linear system */
455   ierr = VecCreate(comm,&fetidp_global);CHKERRQ(ierr);
456   ierr = VecSetSizes(fetidp_global,fetidpmat_ctx->n,fetidpmat_ctx->N);CHKERRQ(ierr);
457   ierr = VecSetType(fetidp_global,VECMPI);CHKERRQ(ierr);
458   ierr = VecSetUp(fetidp_global);CHKERRQ(ierr);
459 
460   /* Decide layout for fetidp dofs: if it is a saddle point problem
461      pressure is ordered first in the local part of the global vector
462      of the FETI-DP linear system */
463   if (nPg) {
464     Mat            nA;
465     Vec            ov;
466     IS             IS_l2g_p,ais,AmgP;
467     PetscLayout    alay;
468     const PetscInt *idxs,*pranges,*aranges,*lranges;
469     PetscInt       *l2g_indices_p,rst,ren;
470 
471     ierr = PetscMalloc1(nPl,&l2g_indices_p);CHKERRQ(ierr);
472     ierr = VecGetLayout(fetidp_global,&alay);CHKERRQ(ierr);
473     ierr = PetscLayoutGetRanges(alay,&aranges);CHKERRQ(ierr);
474     ierr = PetscLayoutGetRanges(play,&pranges);CHKERRQ(ierr);
475     ierr = PetscLayoutGetRanges(llay,&lranges);CHKERRQ(ierr);
476     ierr = ISLocalToGlobalMappingGetIndices(l2gmap_p,&idxs);CHKERRQ(ierr);
477     for (i=0;i<nPl;i++) {
478       PetscInt owner;
479 
480       ierr = PetscLayoutFindOwner(play,idxs[i],&owner);CHKERRQ(ierr);
481       l2g_indices_p[i] = idxs[i]-pranges[owner]+aranges[owner];
482     }
483     ierr = ISLocalToGlobalMappingRestoreIndices(l2gmap_p,&idxs);CHKERRQ(ierr);
484     ierr = ISCreateGeneral(comm,nPl,l2g_indices_p,PETSC_OWN_POINTER,&IS_l2g_p);CHKERRQ(ierr);
485     /* local to global scatter for interface pressure */
486     ierr = VecScatterCreate(fetidpmat_ctx->vP,NULL,fetidp_global,IS_l2g_p,&fetidpmat_ctx->l2g_p);CHKERRQ(ierr);
487     ierr = ISDestroy(&IS_l2g_p);CHKERRQ(ierr);
488 
489     /* shift local to global scatter for multipliers */
490     for (i=0;i<n_local_lambda;i++) {
491       PetscInt owner,ps;
492 
493       ierr = PetscLayoutFindOwner(llay,l2g_indices[i],&owner);CHKERRQ(ierr);
494       ps = pranges[owner+1]-pranges[owner];
495       l2g_indices[i] = l2g_indices[i]-lranges[owner]+aranges[owner]+ps;
496     }
497 
498     /* compute additional scatters needed */
499     ierr = PCGetOperators(fetidpmat_ctx->pc,&nA,NULL);CHKERRQ(ierr);
500     ierr = MatCreateVecs(nA,&fetidpmat_ctx->work,NULL);CHKERRQ(ierr);
501     ierr = MatCreateVecs(oA,&ov,NULL);CHKERRQ(ierr);
502     /* scatter from alldofs to alldofs \setminus interface pressures */
503     ierr = MatGetOwnershipRange(oA,&rst,&ren);CHKERRQ(ierr);
504     ierr = ISCreateStride(comm,ren-rst,rst,1,&ais);CHKERRQ(ierr);
505     ierr = ISDifference(ais,pP,&AmgP);CHKERRQ(ierr);
506     ierr = ISDestroy(&ais);CHKERRQ(ierr);
507     ierr = VecScatterCreate(ov,AmgP,fetidpmat_ctx->work,NULL,&fetidpmat_ctx->g2g);CHKERRQ(ierr);
508     ierr = ISDestroy(&AmgP);CHKERRQ(ierr);
509     /* scatter from alldofs to interface pressures global fetidp vector */
510     ierr = PetscLayoutGetRange(alay,&rst,NULL);CHKERRQ(ierr);
511     ierr = ISCreateStride(comm,nPgl,rst,1,&ais);CHKERRQ(ierr);
512     ierr = VecScatterCreate(ov,pP,fetidp_global,ais,&fetidpmat_ctx->g2g_p);CHKERRQ(ierr);
513     ierr = ISDestroy(&ais);CHKERRQ(ierr);
514     ierr = VecDestroy(&ov);CHKERRQ(ierr);
515   }
516   ierr = PetscLayoutDestroy(&llay);CHKERRQ(ierr);
517   ierr = PetscLayoutDestroy(&play);CHKERRQ(ierr);
518   ierr = ISCreateGeneral(comm,n_local_lambda,l2g_indices,PETSC_OWN_POINTER,&IS_l2g_lambda);CHKERRQ(ierr);
519   /* scatter from local to global multipliers */
520   ierr = VecScatterCreate(fetidpmat_ctx->lambda_local,NULL,fetidp_global,IS_l2g_lambda,&fetidpmat_ctx->l2g_lambda);CHKERRQ(ierr);
521   ierr = ISDestroy(&IS_l2g_lambda);CHKERRQ(ierr);
522   ierr = ISLocalToGlobalMappingDestroy(&l2gmap_p);CHKERRQ(ierr);
523 
524   /* Create some vectors needed by fetidp */
525   ierr = VecDuplicate(pcis->vec1_B,&fetidpmat_ctx->temp_solution_B);CHKERRQ(ierr);
526   ierr = VecDuplicate(pcis->vec1_D,&fetidpmat_ctx->temp_solution_D);CHKERRQ(ierr);
527 
528   test_fetidp = PETSC_FALSE;
529   ierr = PetscOptionsGetBool(NULL,NULL,"-fetidp_check",&test_fetidp,NULL);CHKERRQ(ierr);
530 
531   if (test_fetidp && !pcbddc->use_deluxe_scaling) {
532     Vec       test_vec,test_vec_p = NULL;
533     PetscReal real_value;
534 
535     ierr = PetscViewerASCIIGetStdout(comm,&viewer);CHKERRQ(ierr);
536     ierr = PetscViewerASCIIPushSynchronized(viewer);CHKERRQ(ierr);
537     ierr = PetscViewerASCIIPrintf(viewer,"----------FETI_DP SIZES--------------\n");CHKERRQ(ierr);
538     ierr = PetscViewerASCIISynchronizedPrintf(viewer,"[%04d]: Sizes %D %D %D %D %D\n",rank,fetidpmat_ctx->n,fetidpmat_ctx->N,nPgl,nPg,nPl);CHKERRQ(ierr);
539     ierr = PetscViewerFlush(viewer);CHKERRQ(ierr);
540     ierr = PetscViewerASCIIPrintf(viewer,"----------FETI_DP TESTS--------------\n");CHKERRQ(ierr);
541     ierr = PetscViewerASCIIPrintf(viewer,"All tests should return zero!\n");CHKERRQ(ierr);
542     ierr = PetscViewerASCIIPrintf(viewer,"FETIDP MAT context in the ");CHKERRQ(ierr);
543     if (fully_redundant) {
544       ierr = PetscViewerASCIIPrintf(viewer,"fully redundant case for lagrange multipliers.\n");CHKERRQ(ierr);
545     } else {
546       ierr = PetscViewerASCIIPrintf(viewer,"Non-fully redundant case for lagrange multiplier.\n");CHKERRQ(ierr);
547     }
548     ierr = PetscViewerFlush(viewer);CHKERRQ(ierr);
549 
550     /******************************************************************/
551     /* TEST A/B: Test numbering of global fetidp dofs             */
552     /******************************************************************/
553 
554     ierr = VecDuplicate(fetidpmat_ctx->lambda_local,&test_vec);CHKERRQ(ierr);
555     ierr = VecSet(fetidp_global,1.0);CHKERRQ(ierr);
556     ierr = VecSet(test_vec,1.);CHKERRQ(ierr);
557     ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidp_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
558     ierr = VecScatterEnd(fetidpmat_ctx->l2g_lambda,fetidp_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
559     if (fetidpmat_ctx->l2g_p) {
560       ierr = VecDuplicate(fetidpmat_ctx->vP,&test_vec_p);CHKERRQ(ierr);
561       ierr = VecSet(test_vec_p,1.);CHKERRQ(ierr);
562       ierr = VecScatterBegin(fetidpmat_ctx->l2g_p,fetidp_global,fetidpmat_ctx->vP,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
563       ierr = VecScatterEnd(fetidpmat_ctx->l2g_p,fetidp_global,fetidpmat_ctx->vP,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
564     }
565     scalar_value = -1.0;
566     ierr = VecAXPY(test_vec,scalar_value,fetidpmat_ctx->lambda_local);CHKERRQ(ierr);
567     ierr = VecNorm(test_vec,NORM_INFINITY,&real_value);CHKERRQ(ierr);
568     ierr = VecDestroy(&test_vec);CHKERRQ(ierr);
569     ierr = PetscViewerASCIISynchronizedPrintf(viewer,"A[%04d]: CHECK glob to loc: % 1.14e\n",rank,real_value);CHKERRQ(ierr);
570     if (fetidpmat_ctx->l2g_p) {
571       ierr = VecAXPY(test_vec_p,scalar_value,fetidpmat_ctx->vP);CHKERRQ(ierr);
572       ierr = VecNorm(test_vec_p,NORM_INFINITY,&real_value);CHKERRQ(ierr);
573       ierr = PetscViewerASCIISynchronizedPrintf(viewer,"A[%04d]: CHECK glob to loc (p): % 1.14e\n",rank,real_value);CHKERRQ(ierr);
574     }
575     ierr = PetscViewerFlush(viewer);CHKERRQ(ierr);
576     if (fully_redundant) {
577       ierr = VecSet(fetidp_global,0.0);CHKERRQ(ierr);
578       ierr = VecSet(fetidpmat_ctx->lambda_local,0.5);CHKERRQ(ierr);
579       ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,fetidp_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
580       ierr = VecScatterEnd(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,fetidp_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
581       ierr = VecSum(fetidp_global,&scalar_value);CHKERRQ(ierr);
582       ierr = PetscViewerASCIISynchronizedPrintf(viewer,"B[%04d]: CHECK loc to glob: % 1.14e\n",rank,PetscRealPart(scalar_value)-fetidpmat_ctx->n_lambda);CHKERRQ(ierr);
583       ierr = PetscViewerFlush(viewer);CHKERRQ(ierr);
584     }
585     if (fetidpmat_ctx->l2g_p) {
586       Vec ov;
587       ierr = VecSet(fetidp_global,0.0);CHKERRQ(ierr);
588       ierr = VecScatterBegin(fetidpmat_ctx->l2g_p,fetidpmat_ctx->vP,fetidp_global,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
589       ierr = VecScatterEnd(fetidpmat_ctx->l2g_p,fetidpmat_ctx->vP,fetidp_global,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
590       ierr = VecSum(fetidp_global,&scalar_value);CHKERRQ(ierr);
591       ierr = PetscViewerASCIISynchronizedPrintf(viewer,"B[%04d]: CHECK loc to glob (p): % 1.14e\n",rank,PetscRealPart(scalar_value)-nPg);CHKERRQ(ierr);
592       ierr = MatCreateVecs(oA,&ov,NULL);CHKERRQ(ierr);
593       ierr = VecSet(ov,0.0);CHKERRQ(ierr);
594       ierr = VecSet(fetidpmat_ctx->work,0.0);CHKERRQ(ierr);
595       ierr = VecScatterBegin(fetidpmat_ctx->g2g_p,fetidp_global,ov,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
596       ierr = VecScatterEnd(fetidpmat_ctx->g2g_p,fetidp_global,ov,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
597       ierr = VecScatterBegin(fetidpmat_ctx->g2g,ov,fetidpmat_ctx->work,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
598       ierr = VecScatterEnd(fetidpmat_ctx->g2g,ov,fetidpmat_ctx->work,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
599       ierr = VecNorm(fetidpmat_ctx->work,NORM_2,&scalar_value);CHKERRQ(ierr);
600       ierr = PetscViewerASCIISynchronizedPrintf(viewer,"B[%04d]: CHECK glob to glob: % 1.14e\n",rank,PetscRealPart(scalar_value));CHKERRQ(ierr);
601       ierr = VecDestroy(&ov);CHKERRQ(ierr);
602     }
603     /******************************************************************/
604     /* TEST C: It should holds B_delta*w=0, w\in\widehat{W}           */
605     /* This is the meaning of the B matrix                            */
606     /******************************************************************/
607 
608     ierr = VecSetRandom(pcis->vec1_N,NULL);CHKERRQ(ierr);
609     ierr = VecSet(pcis->vec1_global,0.0);CHKERRQ(ierr);
610     ierr = VecScatterBegin(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
611     ierr = VecScatterEnd(matis->rctx,pcis->vec1_N,pcis->vec1_global,ADD_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
612     ierr = VecScatterBegin(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
613     ierr = VecScatterEnd(matis->rctx,pcis->vec1_global,pcis->vec1_N,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
614     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
615     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
616     /* Action of B_delta */
617     ierr = MatMult(fetidpmat_ctx->B_delta,pcis->vec1_B,fetidpmat_ctx->lambda_local);CHKERRQ(ierr);
618     ierr = VecSet(fetidp_global,0.0);CHKERRQ(ierr);
619     ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,fetidp_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
620     ierr = VecScatterEnd(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,fetidp_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
621     ierr = VecNorm(fetidp_global,NORM_INFINITY,&real_value);CHKERRQ(ierr);
622     ierr = PetscViewerASCIIPrintf(viewer,"C[coll]: CHECK infty norm of B_delta*w (w continuous): % 1.14e\n",real_value);CHKERRQ(ierr);
623     ierr = PetscViewerFlush(viewer);CHKERRQ(ierr);
624 
625     /******************************************************************/
626     /* TEST D: It should holds E_Dw = w - P_Dw w\in\widetilde{W}     */
627     /* E_D = R_D^TR                                                   */
628     /* P_D = B_{D,delta}^T B_{delta}                                  */
629     /* eq.44 Mandel Tezaur and Dohrmann 2005                          */
630     /******************************************************************/
631 
632     /* compute a random vector in \widetilde{W} */
633     ierr = VecSetRandom(pcis->vec1_N,NULL);CHKERRQ(ierr);
634     scalar_value = 0.0;  /* set zero at vertices */
635     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
636     for (i=0;i<n_vertices;i++) { array[vertex_indices[i]]=scalar_value; }
637     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
638     /* store w for final comparison */
639     ierr = VecDuplicate(pcis->vec1_B,&test_vec);CHKERRQ(ierr);
640     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,test_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
641     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,test_vec,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
642 
643     /* Jump operator P_D : results stored in pcis->vec1_B */
644 
645     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
646     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
647     /* Action of B_delta */
648     ierr = MatMult(fetidpmat_ctx->B_delta,pcis->vec1_B,fetidpmat_ctx->lambda_local);CHKERRQ(ierr);
649     ierr = VecSet(fetidp_global,0.0);CHKERRQ(ierr);
650     ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,fetidp_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
651     ierr = VecScatterEnd(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,fetidp_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
652     /* Action of B_Ddelta^T */
653     ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidp_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
654     ierr = VecScatterEnd(fetidpmat_ctx->l2g_lambda,fetidp_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
655     ierr = MatMultTranspose(fetidpmat_ctx->B_Ddelta,fetidpmat_ctx->lambda_local,pcis->vec1_B);CHKERRQ(ierr);
656 
657     /* Average operator E_D : results stored in pcis->vec2_B */
658     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
659     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
660     ierr = PCBDDCScalingExtension(fetidpmat_ctx->pc,pcis->vec2_B,pcis->vec1_global);CHKERRQ(ierr);
661     ierr = VecScatterBegin(pcis->global_to_B,pcis->vec1_global,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
662     ierr = VecScatterEnd(pcis->global_to_B,pcis->vec1_global,pcis->vec2_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
663 
664     /* test E_D=I-P_D */
665     scalar_value = 1.0;
666     ierr = VecAXPY(pcis->vec1_B,scalar_value,pcis->vec2_B);CHKERRQ(ierr);
667     scalar_value = -1.0;
668     ierr = VecAXPY(pcis->vec1_B,scalar_value,test_vec);CHKERRQ(ierr);
669     ierr = VecNorm(pcis->vec1_B,NORM_INFINITY,&real_value);CHKERRQ(ierr);
670     ierr = VecDestroy(&test_vec);CHKERRQ(ierr);
671     ierr = PetscViewerASCIISynchronizedPrintf(viewer,"D[%04d] CHECK infty norm of E_D + P_D - I: % 1.14e\n",rank,real_value);CHKERRQ(ierr);
672     ierr = PetscViewerFlush(viewer);CHKERRQ(ierr);
673 
674     /******************************************************************/
675     /* TEST E: It should holds R_D^TP_Dw=0 w\in\widetilde{W}          */
676     /* eq.48 Mandel Tezaur and Dohrmann 2005                          */
677     /******************************************************************/
678 
679     ierr = VecSetRandom(pcis->vec1_N,NULL);CHKERRQ(ierr);
680     ierr = VecGetArray(pcis->vec1_N,&array);CHKERRQ(ierr);
681     scalar_value = 0.0;  /* set zero at vertices */
682     for (i=0;i<n_vertices;i++) { array[vertex_indices[i]]=scalar_value; }
683     ierr = VecRestoreArray(pcis->vec1_N,&array);CHKERRQ(ierr);
684 
685     /* Jump operator P_D : results stored in pcis->vec1_B */
686 
687     ierr = VecScatterBegin(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
688     ierr = VecScatterEnd(pcis->N_to_B,pcis->vec1_N,pcis->vec1_B,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
689     /* Action of B_delta */
690     ierr = MatMult(fetidpmat_ctx->B_delta,pcis->vec1_B,fetidpmat_ctx->lambda_local);CHKERRQ(ierr);
691     ierr = VecSet(fetidp_global,0.0);CHKERRQ(ierr);
692     ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,fetidp_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
693     ierr = VecScatterEnd(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,fetidp_global,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
694     /* Action of B_Ddelta^T */
695     ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidp_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
696     ierr = VecScatterEnd(fetidpmat_ctx->l2g_lambda,fetidp_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
697     ierr = MatMultTranspose(fetidpmat_ctx->B_Ddelta,fetidpmat_ctx->lambda_local,pcis->vec1_B);CHKERRQ(ierr);
698     /* scaling */
699     ierr = PCBDDCScalingExtension(fetidpmat_ctx->pc,pcis->vec1_B,pcis->vec1_global);CHKERRQ(ierr);
700     ierr = VecNorm(pcis->vec1_global,NORM_INFINITY,&real_value);CHKERRQ(ierr);
701     ierr = PetscViewerASCIIPrintf(viewer,"E[coll]: CHECK infty norm of R^T_D P_D: % 1.14e\n",real_value);CHKERRQ(ierr);
702     ierr = PetscViewerFlush(viewer);CHKERRQ(ierr);
703 
704     if (!fully_redundant) {
705       /******************************************************************/
706       /* TEST F: It should holds B_{delta}B^T_{D,delta}=I               */
707       /* Corollary thm 14 Mandel Tezaur and Dohrmann 2005               */
708       /******************************************************************/
709       ierr = VecDuplicate(fetidp_global,&test_vec);CHKERRQ(ierr);
710       ierr = VecSetRandom(fetidp_global,NULL);CHKERRQ(ierr);
711       if (fetidpmat_ctx->l2g_p) {
712         ierr = VecSet(fetidpmat_ctx->vP,0.);CHKERRQ(ierr);
713         ierr = VecScatterBegin(fetidpmat_ctx->l2g_p,fetidpmat_ctx->vP,fetidp_global,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
714         ierr = VecScatterEnd(fetidpmat_ctx->l2g_p,fetidpmat_ctx->vP,fetidp_global,INSERT_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
715       }
716       /* Action of B_Ddelta^T */
717       ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidp_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
718       ierr = VecScatterEnd(fetidpmat_ctx->l2g_lambda,fetidp_global,fetidpmat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
719       ierr = MatMultTranspose(fetidpmat_ctx->B_Ddelta,fetidpmat_ctx->lambda_local,pcis->vec1_B);CHKERRQ(ierr);
720       /* Action of B_delta */
721       ierr = MatMult(fetidpmat_ctx->B_delta,pcis->vec1_B,fetidpmat_ctx->lambda_local);CHKERRQ(ierr);
722       ierr = VecSet(test_vec,0.0);CHKERRQ(ierr);
723       ierr = VecScatterBegin(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,test_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
724       ierr = VecScatterEnd(fetidpmat_ctx->l2g_lambda,fetidpmat_ctx->lambda_local,test_vec,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
725       scalar_value = -1.0;
726       ierr = VecAXPY(fetidp_global,scalar_value,test_vec);CHKERRQ(ierr);
727       ierr = VecNorm(fetidp_global,NORM_INFINITY,&real_value);CHKERRQ(ierr);
728       ierr = PetscViewerASCIIPrintf(viewer,"E[coll]: CHECK infty norm of P^T_D - I: % 1.14e\n",real_value);CHKERRQ(ierr);
729       ierr = PetscViewerFlush(viewer);CHKERRQ(ierr);
730       ierr = PetscViewerFlush(viewer);CHKERRQ(ierr);
731       ierr = VecDestroy(&test_vec);CHKERRQ(ierr);
732     }
733     ierr = VecDestroy(&test_vec_p);CHKERRQ(ierr);
734   }
735   /* final cleanup */
736   ierr = VecDestroy(&fetidp_global);CHKERRQ(ierr);
737   PetscFunctionReturn(0);
738 }
739 
740 #undef __FUNCT__
741 #define __FUNCT__ "PCBDDCSetupFETIDPPCContext"
742 PetscErrorCode PCBDDCSetupFETIDPPCContext(Mat fetimat, FETIDPPC_ctx fetidppc_ctx)
743 {
744   FETIDPMat_ctx  mat_ctx;
745   PC_IS          *pcis;
746   PetscBool      lumped = PETSC_FALSE;
747   PetscErrorCode ierr;
748 
749   PetscFunctionBegin;
750   ierr = MatShellGetContext(fetimat,(void**)&mat_ctx);CHKERRQ(ierr);
751   /* get references from objects created when setting up feti mat context */
752   ierr = PetscObjectReference((PetscObject)mat_ctx->lambda_local);CHKERRQ(ierr);
753   fetidppc_ctx->lambda_local = mat_ctx->lambda_local;
754   ierr = PetscObjectReference((PetscObject)mat_ctx->B_Ddelta);CHKERRQ(ierr);
755   fetidppc_ctx->B_Ddelta = mat_ctx->B_Ddelta;
756   ierr = PetscObjectReference((PetscObject)mat_ctx->l2g_lambda);CHKERRQ(ierr);
757   fetidppc_ctx->l2g_lambda = mat_ctx->l2g_lambda;
758   /* create preconditioner */
759   pcis = (PC_IS*)fetidppc_ctx->pc->data;
760   /* Dirichlet preconditioner */
761   ierr = PetscOptionsGetBool(NULL,NULL,"-fetidp_lumped",&lumped,NULL);CHKERRQ(ierr);
762   if (!lumped) {
763     ierr = MatCreateSchurComplement(pcis->A_II,pcis->A_II,pcis->A_IB,pcis->A_BI,pcis->A_BB,&fetidppc_ctx->S_j);CHKERRQ(ierr);
764     ierr = MatSchurComplementSetKSP(fetidppc_ctx->S_j,pcis->ksp_D);CHKERRQ(ierr);
765   } else {
766     ierr = PetscObjectReference((PetscObject)pcis->A_BB);CHKERRQ(ierr);
767     fetidppc_ctx->S_j = pcis->A_BB;
768   }
769   PetscFunctionReturn(0);
770 }
771 
772 #undef __FUNCT__
773 #define __FUNCT__ "FETIDPMatMult"
774 PetscErrorCode FETIDPMatMult(Mat fetimat, Vec x, Vec y)
775 {
776   FETIDPMat_ctx  mat_ctx;
777   PC_BDDC        *pcbddc;
778   PC_IS          *pcis;
779   PetscErrorCode ierr;
780 
781   PetscFunctionBegin;
782   ierr = MatShellGetContext(fetimat,(void**)&mat_ctx);CHKERRQ(ierr);
783   pcis = (PC_IS*)mat_ctx->pc->data;
784   pcbddc = (PC_BDDC*)mat_ctx->pc->data;
785   /* Application of B_delta^T */
786   ierr = VecScatterBegin(mat_ctx->l2g_lambda,x,mat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
787   ierr = VecScatterEnd(mat_ctx->l2g_lambda,x,mat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
788   ierr = MatMultTranspose(mat_ctx->B_delta,mat_ctx->lambda_local,pcis->vec1_B);CHKERRQ(ierr);
789   /* Application of \widetilde{S}^-1 */
790   ierr = VecSet(pcis->vec1_D,0.0);CHKERRQ(ierr);
791   ierr = PetscMemzero(pcbddc->benign_p0,pcbddc->benign_n*sizeof(PetscScalar));CHKERRQ(ierr);
792   ierr = PCBDDCApplyInterfacePreconditioner(mat_ctx->pc,PETSC_FALSE);CHKERRQ(ierr);
793   ierr = PetscMemzero(pcbddc->benign_p0,pcbddc->benign_n*sizeof(PetscScalar));CHKERRQ(ierr);
794   /* Application of B_delta */
795   ierr = MatMult(mat_ctx->B_delta,pcis->vec1_B,mat_ctx->lambda_local);CHKERRQ(ierr);
796   ierr = VecSet(y,0.0);CHKERRQ(ierr);
797   ierr = VecScatterBegin(mat_ctx->l2g_lambda,mat_ctx->lambda_local,y,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
798   ierr = VecScatterEnd(mat_ctx->l2g_lambda,mat_ctx->lambda_local,y,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
799   PetscFunctionReturn(0);
800 }
801 
802 #undef __FUNCT__
803 #define __FUNCT__ "FETIDPMatMultTranspose"
804 PetscErrorCode FETIDPMatMultTranspose(Mat fetimat, Vec x, Vec y)
805 {
806   FETIDPMat_ctx  mat_ctx;
807   PC_IS          *pcis;
808   PetscErrorCode ierr;
809 
810   PetscFunctionBegin;
811   ierr = MatShellGetContext(fetimat,(void**)&mat_ctx);CHKERRQ(ierr);
812   pcis = (PC_IS*)mat_ctx->pc->data;
813   /* Application of B_delta^T */
814   ierr = VecScatterBegin(mat_ctx->l2g_lambda,x,mat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
815   ierr = VecScatterEnd(mat_ctx->l2g_lambda,x,mat_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
816   ierr = MatMultTranspose(mat_ctx->B_delta,mat_ctx->lambda_local,pcis->vec1_B);CHKERRQ(ierr);
817   /* Application of \widetilde{S}^-1 */
818   ierr = VecSet(pcis->vec1_D,0.0);CHKERRQ(ierr);
819   ierr = PCBDDCApplyInterfacePreconditioner(mat_ctx->pc,PETSC_TRUE);CHKERRQ(ierr);
820   /* Application of B_delta */
821   ierr = MatMult(mat_ctx->B_delta,pcis->vec1_B,mat_ctx->lambda_local);CHKERRQ(ierr);
822   ierr = VecSet(y,0.0);CHKERRQ(ierr);
823   ierr = VecScatterBegin(mat_ctx->l2g_lambda,mat_ctx->lambda_local,y,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
824   ierr = VecScatterEnd(mat_ctx->l2g_lambda,mat_ctx->lambda_local,y,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
825   PetscFunctionReturn(0);
826 }
827 
828 #undef __FUNCT__
829 #define __FUNCT__ "FETIDPPCApply"
830 PetscErrorCode FETIDPPCApply(PC fetipc, Vec x, Vec y)
831 {
832   FETIDPPC_ctx   pc_ctx;
833   PC_IS          *pcis;
834   PetscErrorCode ierr;
835 
836   PetscFunctionBegin;
837   ierr = PCShellGetContext(fetipc,(void**)&pc_ctx);CHKERRQ(ierr);
838   pcis = (PC_IS*)pc_ctx->pc->data;
839   /* Application of B_Ddelta^T */
840   ierr = VecScatterBegin(pc_ctx->l2g_lambda,x,pc_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
841   ierr = VecScatterEnd(pc_ctx->l2g_lambda,x,pc_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
842   ierr = VecSet(pcis->vec2_B,0.0);CHKERRQ(ierr);
843   ierr = MatMultTranspose(pc_ctx->B_Ddelta,pc_ctx->lambda_local,pcis->vec2_B);CHKERRQ(ierr);
844   /* Application of local Schur complement */
845   ierr = MatMult(pc_ctx->S_j,pcis->vec2_B,pcis->vec1_B);CHKERRQ(ierr);
846   /* Application of B_Ddelta */
847   ierr = MatMult(pc_ctx->B_Ddelta,pcis->vec1_B,pc_ctx->lambda_local);CHKERRQ(ierr);
848   ierr = VecSet(y,0.0);CHKERRQ(ierr);
849   ierr = VecScatterBegin(pc_ctx->l2g_lambda,pc_ctx->lambda_local,y,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
850   ierr = VecScatterEnd(pc_ctx->l2g_lambda,pc_ctx->lambda_local,y,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
851   PetscFunctionReturn(0);
852 }
853 
854 #undef __FUNCT__
855 #define __FUNCT__ "FETIDPPCApplyTranspose"
856 PetscErrorCode FETIDPPCApplyTranspose(PC fetipc, Vec x, Vec y)
857 {
858   FETIDPPC_ctx   pc_ctx;
859   PC_IS          *pcis;
860   PetscErrorCode ierr;
861 
862   PetscFunctionBegin;
863   ierr = PCShellGetContext(fetipc,(void**)&pc_ctx);CHKERRQ(ierr);
864   pcis = (PC_IS*)pc_ctx->pc->data;
865   /* Application of B_Ddelta^T */
866   ierr = VecScatterBegin(pc_ctx->l2g_lambda,x,pc_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
867   ierr = VecScatterEnd(pc_ctx->l2g_lambda,x,pc_ctx->lambda_local,INSERT_VALUES,SCATTER_REVERSE);CHKERRQ(ierr);
868   ierr = VecSet(pcis->vec2_B,0.0);CHKERRQ(ierr);
869   ierr = MatMultTranspose(pc_ctx->B_Ddelta,pc_ctx->lambda_local,pcis->vec2_B);CHKERRQ(ierr);
870   /* Application of local Schur complement */
871   ierr = MatMultTranspose(pc_ctx->S_j,pcis->vec2_B,pcis->vec1_B);CHKERRQ(ierr);
872   /* Application of B_Ddelta */
873   ierr = MatMult(pc_ctx->B_Ddelta,pcis->vec1_B,pc_ctx->lambda_local);CHKERRQ(ierr);
874   ierr = VecSet(y,0.0);CHKERRQ(ierr);
875   ierr = VecScatterBegin(pc_ctx->l2g_lambda,pc_ctx->lambda_local,y,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
876   ierr = VecScatterEnd(pc_ctx->l2g_lambda,pc_ctx->lambda_local,y,ADD_VALUES,SCATTER_FORWARD);CHKERRQ(ierr);
877   PetscFunctionReturn(0);
878 }
879