Actual source code: ex1.c

petsc-3.14.5 2021-03-03
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  1: static char help[] = "This example demonstrates the use of DMNetwork interface with subnetworks for solving a coupled nonlinear \n\
  2:                       electric power grid and water pipe problem.\n\
  3:                       The available solver options are in the ex1options file \n\
  4:                       and the data files are in the datafiles of subdirectories.\n\
  5:                       This example shows the use of subnetwork feature in DMNetwork. \n\
  6:                       Run this program: mpiexec -n <n> ./ex1 \n\\n";

  8: /* T
  9:    Concepts: DMNetwork
 10:    Concepts: PETSc SNES solver
 11: */

 13: #include "power/power.h"
 14: #include "water/water.h"

 16: typedef struct{
 17:   UserCtx_Power appctx_power;
 18:   AppCtx_Water  appctx_water;
 19:   PetscInt      subsnes_id; /* snes solver id */
 20:   PetscInt      it;         /* iteration number */
 21:   Vec           localXold;  /* store previous solution, used by FormFunction_Dummy() */
 22: } UserCtx;

 24: PetscErrorCode UserMonitor(SNES snes,PetscInt its,PetscReal fnorm ,void *appctx)
 25: {
 27:   UserCtx        *user = (UserCtx*)appctx;
 28:   Vec            X,localXold = user->localXold;
 29:   DM             networkdm;
 30:   PetscMPIInt    rank;
 31:   MPI_Comm       comm;

 34:   PetscObjectGetComm((PetscObject)snes,&comm);
 35:   MPI_Comm_rank(comm,&rank);
 36: #if 0
 37:   if (!rank) {
 38:     PetscInt       subsnes_id = user->subsnes_id;
 39:     if (subsnes_id == 2) {
 40:       PetscPrintf(PETSC_COMM_SELF," it %D, subsnes_id %D, fnorm %g\n",user->it,user->subsnes_id,(double)fnorm);
 41:     } else {
 42:       PetscPrintf(PETSC_COMM_SELF,"       subsnes_id %D, fnorm %g\n",user->subsnes_id,(double)fnorm);
 43:     }
 44:   }
 45: #endif
 46:   SNESGetSolution(snes,&X);
 47:   SNESGetDM(snes,&networkdm);
 48:   DMGlobalToLocalBegin(networkdm,X,INSERT_VALUES,localXold);
 49:   DMGlobalToLocalEnd(networkdm,X,INSERT_VALUES,localXold);
 50:   return(0);
 51: }

 53: PetscErrorCode FormJacobian_subPower(SNES snes,Vec X, Mat J,Mat Jpre,void *appctx)
 54: {
 56:   DM             networkdm;
 57:   Vec            localX;
 58:   PetscInt       nv,ne,i,j,offset,nvar,row;
 59:   const PetscInt *vtx,*edges;
 60:   PetscBool      ghostvtex;
 61:   PetscScalar    one = 1.0;
 62:   PetscMPIInt    rank;
 63:   MPI_Comm       comm;

 66:   SNESGetDM(snes,&networkdm);
 67:   DMGetLocalVector(networkdm,&localX);

 69:   PetscObjectGetComm((PetscObject)networkdm,&comm);
 70:   MPI_Comm_rank(comm,&rank);

 72:   DMGlobalToLocalBegin(networkdm,X,INSERT_VALUES,localX);
 73:   DMGlobalToLocalEnd(networkdm,X,INSERT_VALUES,localX);

 75:   MatZeroEntries(J);

 77:   /* Power subnetwork: copied from power/FormJacobian_Power() */
 78:   DMNetworkGetSubnetworkInfo(networkdm,0,&nv,&ne,&vtx,&edges);
 79:   FormJacobian_Power_private(networkdm,localX,J,nv,ne,vtx,edges,appctx);

 81:   /* Water subnetwork: Identity */
 82:   DMNetworkGetSubnetworkInfo(networkdm,1,&nv,&ne,&vtx,&edges);
 83:   for (i=0; i<nv; i++) {
 84:     DMNetworkIsGhostVertex(networkdm,vtx[i],&ghostvtex);
 85:     if (ghostvtex) continue;

 87:     DMNetworkGetVariableGlobalOffset(networkdm,vtx[i],&offset);
 88:     DMNetworkGetNumVariables(networkdm,vtx[i],&nvar);
 89:     for (j=0; j<nvar; j++) {
 90:       row = offset + j;
 91:       MatSetValues(J,1,&row,1,&row,&one,ADD_VALUES);
 92:     }
 93:   }
 94:   MatAssemblyBegin(J,MAT_FINAL_ASSEMBLY);
 95:   MatAssemblyEnd(J,MAT_FINAL_ASSEMBLY);

 97:   DMRestoreLocalVector(networkdm,&localX);
 98:   return(0);
 99: }

101: /* Dummy equation localF(X) = localX - localXold */
102: PetscErrorCode FormFunction_Dummy(DM networkdm,Vec localX, Vec localF,PetscInt nv,PetscInt ne,const PetscInt* vtx,const PetscInt* edges,void* appctx)
103: {
104:   PetscErrorCode    ierr;
105:   const PetscScalar *xarr,*xoldarr;
106:   PetscScalar       *farr;
107:   PetscInt          i,j,offset,nvar;
108:   PetscBool         ghostvtex;
109:   UserCtx           *user = (UserCtx*)appctx;
110:   Vec               localXold = user->localXold;

113:   VecGetArrayRead(localX,&xarr);
114:   VecGetArrayRead(localXold,&xoldarr);
115:   VecGetArray(localF,&farr);

117:   for (i=0; i<nv; i++) {
118:     DMNetworkIsGhostVertex(networkdm,vtx[i],&ghostvtex);
119:     if (ghostvtex) continue;

121:     DMNetworkGetVariableOffset(networkdm,vtx[i],&offset);
122:     DMNetworkGetNumVariables(networkdm,vtx[i],&nvar);
123:     for (j=0; j<nvar; j++) {
124:       farr[offset+j] = xarr[offset+j] - xoldarr[offset+j];
125:     }
126:   }

128:   VecRestoreArrayRead(localX,&xarr);
129:   VecRestoreArrayRead(localXold,&xoldarr);
130:   VecRestoreArray(localF,&farr);
131:   return(0);
132: }

134: PetscErrorCode FormFunction(SNES snes,Vec X,Vec F,void *appctx)
135: {
137:   DM             networkdm;
138:   Vec            localX,localF;
139:   PetscInt       nv,ne;
140:   const PetscInt *vtx,*edges;
141:   PetscMPIInt    rank;
142:   MPI_Comm       comm;
143:   UserCtx        *user = (UserCtx*)appctx;
144:   UserCtx_Power  appctx_power = (*user).appctx_power;

147:   SNESGetDM(snes,&networkdm);
148:   PetscObjectGetComm((PetscObject)networkdm,&comm);
149:   MPI_Comm_rank(comm,&rank);

151:   DMGetLocalVector(networkdm,&localX);
152:   DMGetLocalVector(networkdm,&localF);
153:   VecSet(F,0.0);
154:   VecSet(localF,0.0);

156:   DMGlobalToLocalBegin(networkdm,X,INSERT_VALUES,localX);
157:   DMGlobalToLocalEnd(networkdm,X,INSERT_VALUES,localX);

159:   /* Form Function for power subnetwork */
160:   DMNetworkGetSubnetworkInfo(networkdm,0,&nv,&ne,&vtx,&edges);
161:   if (user->subsnes_id == 1) { /* snes_water only */
162:     FormFunction_Dummy(networkdm,localX,localF,nv,ne,vtx,edges,user);
163:   } else {
164:     FormFunction_Power(networkdm,localX,localF,nv,ne,vtx,edges,&appctx_power);
165:   }

167:   /* Form Function for water subnetwork */
168:   DMNetworkGetSubnetworkInfo(networkdm,1,&nv,&ne,&vtx,&edges);
169:   if (user->subsnes_id == 0) { /* snes_power only */
170:     FormFunction_Dummy(networkdm,localX,localF,nv,ne,vtx,edges,user);
171:   } else {
172:     FormFunction_Water(networkdm,localX,localF,nv,ne,vtx,edges,NULL);
173:   }

175: #if 0
176:   /* Form Function for the coupling subnetwork -- experimental, not done yet */
177:   DMNetworkGetSubnetworkCoupleInfo(networkdm,0,&ne,&edges);
178:   if (ne) {
179:     const PetscInt *cone,*connedges,*econe;
180:     PetscInt       key,vid[2],nconnedges,k,e,keye;
181:     void*          component;
182:     AppCtx_Water   appctx_water = (*user).appctx_water;

184:     DMNetworkGetConnectedVertices(networkdm,edges[0],&cone);

186:     DMNetworkGetGlobalVertexIndex(networkdm,cone[0],&vid[0]);
187:     DMNetworkGetGlobalVertexIndex(networkdm,cone[1],&vid[1]);
188:     PetscPrintf(PETSC_COMM_SELF,"[%d] Formfunction, coupling subnetwork: ne %d; connected vertices %d %d\n",rank,ne,vid[0],vid[1]);

190:     /* Get coupling powernet load vertex */
191:     DMNetworkGetComponent(networkdm,cone[0],1,&key,&component);
192:     if (key != appctx_power.compkey_load) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_ARG_WRONG,"Not a power load vertex");

194:     /* Get coupling water vertex and pump edge */
195:     DMNetworkGetComponent(networkdm,cone[1],0,&key,&component);
196:     if (key != appctx_water.compkey_vtx) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_ARG_WRONG,"Not a water vertex");

198:     /* get its supporting edges */
199:     DMNetworkGetSupportingEdges(networkdm,cone[1],&nconnedges,&connedges);

201:     for (k=0; k<nconnedges; k++) {
202:       e = connedges[k];
203:       DMNetworkGetComponent(networkdm,e,0,&keye,&component);

205:       if (keye == appctx_water.compkey_edge) { /* water_compkey_edge */
206:         EDGE_Water        edge=(EDGE_Water)component;
207:         if (edge->type == EDGE_TYPE_PUMP) {
208:           /* compute flow_pump */
209:           PetscInt offsetnode1,offsetnode2,key_0,key_1;
210:           const PetscScalar *xarr;
211:           PetscScalar       *farr;
212:           VERTEX_Water      vertexnode1,vertexnode2;

214:           DMNetworkGetConnectedVertices(networkdm,e,&econe);
215:           DMNetworkGetGlobalVertexIndex(networkdm,econe[0],&vid[0]);
216:           DMNetworkGetGlobalVertexIndex(networkdm,econe[1],&vid[1]);

218:           VecGetArray(localF,&farr);
219:           DMNetworkGetVariableOffset(networkdm,econe[0],&offsetnode1);
220:           DMNetworkGetVariableOffset(networkdm,econe[1],&offsetnode2);

222:           VecGetArrayRead(localX,&xarr);
223: #if 0
224:           PetscScalar  hf,ht;
225:           Pump         *pump;
226:           pump = &edge->pump;
227:           hf = xarr[offsetnode1];
228:           ht = xarr[offsetnode2];

230:           PetscScalar flow = Flow_Pump(pump,hf,ht);
231:           PetscScalar Hp = 0.1; /* load->pl */
232:           PetscScalar flow_couple = 8.81*Hp*1.e6/(ht-hf);     /* pump->h0; */
233:           /* PetscPrintf(PETSC_COMM_SELF,"pump %d: connected vtx %d %d; flow_pump %g flow_couple %g; offset %d %d\n",e,vid[0],vid[1],flow,flow_couple,offsetnode1,offsetnode2); */
234: #endif
235:           /* Get the components at the two vertices */
236:           DMNetworkGetComponent(networkdm,econe[0],0,&key_0,(void**)&vertexnode1);
237:           if (key_0 != appctx_water.compkey_vtx) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_ARG_WRONG,"Not a water vertex");
238:           DMNetworkGetComponent(networkdm,econe[1],0,&key_1,(void**)&vertexnode2);
239:           if (key_1 != appctx_water.compkey_vtx) SETERRQ(PETSC_COMM_SELF,PETSC_ERR_ARG_WRONG,"Not a water vertex");
240: #if 0
241:           /* subtract flow_pump computed in FormFunction_Water() and add flow_couple to connected nodes */
242:           if (vertexnode1->type == VERTEX_TYPE_JUNCTION) {
243:             farr[offsetnode1] += flow;
244:             farr[offsetnode1] -= flow_couple;
245:           }
246:           if (vertexnode2->type == VERTEX_TYPE_JUNCTION) {
247:             farr[offsetnode2] -= flow;
248:             farr[offsetnode2] += flow_couple;
249:           }
250: #endif
251:           VecRestoreArrayRead(localX,&xarr);
252:           VecRestoreArray(localF,&farr);
253:         }
254:       }
255:     }
256:   }
257: #endif

259:   DMRestoreLocalVector(networkdm,&localX);

261:   DMLocalToGlobalBegin(networkdm,localF,ADD_VALUES,F);
262:   DMLocalToGlobalEnd(networkdm,localF,ADD_VALUES,F);
263:   DMRestoreLocalVector(networkdm,&localF);
264:   /* VecView(F,PETSC_VIEWER_STDOUT_WORLD); */
265:   return(0);
266: }

268: PetscErrorCode SetInitialGuess(DM networkdm,Vec X,void* appctx)
269: {
271:   PetscInt       nv,ne;
272:   const PetscInt *vtx,*edges;
273:   UserCtx        *user = (UserCtx*)appctx;
274:   Vec            localX = user->localXold;
275:   UserCtx_Power  appctx_power = (*user).appctx_power;

278:   VecSet(X,0.0);
279:   VecSet(localX,0.0);

281:   /* Set initial guess for power subnetwork */
282:   DMNetworkGetSubnetworkInfo(networkdm,0,&nv,&ne,&vtx,&edges);
283:   SetInitialGuess_Power(networkdm,localX,nv,ne,vtx,edges,&appctx_power);

285:   /* Set initial guess for water subnetwork */
286:   DMNetworkGetSubnetworkInfo(networkdm,1,&nv,&ne,&vtx,&edges);
287:   SetInitialGuess_Water(networkdm,localX,nv,ne,vtx,edges,NULL);

289: #if 0
290:   /* Set initial guess for the coupling subnet */
291:   DMNetworkGetSubnetworkInfo(networkdm,2,&nv,&ne,&vtx,&edges);
292:   if (ne) {
293:     const PetscInt *cone;
294:     DMNetworkGetConnectedVertices(networkdm,edges[0],&cone);
295:   }
296: #endif

298:   DMLocalToGlobalBegin(networkdm,localX,ADD_VALUES,X);
299:   DMLocalToGlobalEnd(networkdm,localX,ADD_VALUES,X);
300:   return(0);
301: }

303: int main(int argc,char **argv)
304: {
305:   PetscErrorCode      ierr;
306:   DM                  networkdm;
307: #if defined(PETSC_USE_LOG)
308:   PetscLogStage       stage[4];
309: #endif
310:   PetscMPIInt         rank,size;
311:   PetscInt            nsubnet = 2,nsubnetCouple = 0,numVertices[2],numEdges[2],numEdgesCouple[1];
312:   PetscInt            i,j,nv,ne;
313:   PetscInt            *edgelist[2];
314:   const PetscInt      *vtx,*edges;
315:   Vec                 X,F;
316:   SNES                snes,snes_power,snes_water;
317:   Mat                 Jac;
318:   PetscBool           viewJ = PETSC_FALSE,viewX = PETSC_FALSE,viewDM = PETSC_FALSE,test = PETSC_FALSE,distribute = PETSC_TRUE;
319:   UserCtx             user;
320:   PetscInt            it_max = 10;
321:   SNESConvergedReason reason;

323:   /* Power subnetwork */
324:   UserCtx_Power       *appctx_power  = &user.appctx_power;
325:   char                pfdata_file[PETSC_MAX_PATH_LEN] = "power/case9.m";
326:   PFDATA              *pfdata = NULL;
327:   PetscInt            genj,loadj;
328:   PetscInt            *edgelist_power = NULL;
329:   PetscScalar         Sbase = 0.0;

331:   /* Water subnetwork */
332:   AppCtx_Water        *appctx_water = &user.appctx_water;
333:   WATERDATA           *waterdata = NULL;
334:   char                waterdata_file[PETSC_MAX_PATH_LEN] = "water/sample1.inp";
335:   PetscInt            *edgelist_water = NULL;

337:   /* Coupling subnetwork */
338:   PetscInt            *edgelist_couple = NULL;

340:   PetscInitialize(&argc,&argv,"ex1options",help);if (ierr) return ierr;
341:   MPI_Comm_rank(PETSC_COMM_WORLD,&rank);
342:   MPI_Comm_size(PETSC_COMM_WORLD,&size);

344:   /* (1) Read Data - Only rank 0 reads the data */
345:   /*--------------------------------------------*/
346:   PetscLogStageRegister("Read Data",&stage[0]);
347:   PetscLogStagePush(stage[0]);

349:   for (i=0; i<nsubnet; i++) {
350:     numVertices[i] = 0;
351:     numEdges[i]    = 0;
352:   }
353:   numEdgesCouple[0] = 0;

355:   /* proc[0] READ THE DATA FOR THE FIRST SUBNETWORK: Electric Power Grid */
356:   if (rank == 0) {
357:     PetscOptionsGetString(NULL,NULL,"-pfdata",pfdata_file,sizeof(pfdata_file),NULL);
358:     PetscNew(&pfdata);
359:     PFReadMatPowerData(pfdata,pfdata_file);
360:     Sbase = pfdata->sbase;

362:     numEdges[0]    = pfdata->nbranch;
363:     numVertices[0] = pfdata->nbus;

365:     PetscMalloc1(2*numEdges[0],&edgelist_power);
366:     GetListofEdges_Power(pfdata,edgelist_power);
367:   }
368:   /* Broadcast power Sbase to all processors */
369:   MPI_Bcast(&Sbase,1,MPIU_SCALAR,0,PETSC_COMM_WORLD);
370:   appctx_power->Sbase = Sbase;
371:   appctx_power->jac_error = PETSC_FALSE;
372:   /* If external option activated. Introduce error in jacobian */
373:   PetscOptionsHasName(NULL,NULL, "-jac_error", &appctx_power->jac_error);

375:   /* proc[1] GET DATA FOR THE SECOND SUBNETWORK: Water */
376:   if (size == 1 || (size > 1 && rank == 1)) {
377:     PetscNew(&waterdata);
378:     PetscOptionsGetString(NULL,NULL,"-waterdata",waterdata_file,sizeof(waterdata_file),NULL);
379:     WaterReadData(waterdata,waterdata_file);

381:     PetscCalloc1(2*waterdata->nedge,&edgelist_water);
382:     GetListofEdges_Water(waterdata,edgelist_water);
383:     numEdges[1]    = waterdata->nedge;
384:     numVertices[1] = waterdata->nvertex;
385:   }

387:   /* Get data for the coupling subnetwork */
388:   if (size == 1) { /* TODO: for size > 1, parallel processing coupling is buggy */
389:     nsubnetCouple = 1;
390:     numEdgesCouple[0] = 1;

392:     PetscMalloc1(4*numEdgesCouple[0],&edgelist_couple);
393:     edgelist_couple[0] = 0; edgelist_couple[1] = 4; /* from node: net[0] vertex[4] */
394:     edgelist_couple[2] = 1; edgelist_couple[3] = 0; /* to node:   net[1] vertex[0] */
395:   }
396:   PetscLogStagePop();

398:   /* (2) Create network */
399:   /*--------------------*/
400:   MPI_Barrier(PETSC_COMM_WORLD);
401:   PetscLogStageRegister("Net Setup",&stage[1]);
402:   PetscLogStagePush(stage[1]);

404:   PetscOptionsGetBool(NULL,NULL,"-viewDM",&viewDM,NULL);
405:   PetscOptionsGetBool(NULL,NULL,"-test",&test,NULL);
406:   PetscOptionsGetBool(NULL,NULL,"-distribute",&distribute,NULL);

408:   /* Create an empty network object */
409:   DMNetworkCreate(PETSC_COMM_WORLD,&networkdm);

411:   /* Register the components in the network */
412:   DMNetworkRegisterComponent(networkdm,"branchstruct",sizeof(struct _p_EDGE_Power),&appctx_power->compkey_branch);
413:   DMNetworkRegisterComponent(networkdm,"busstruct",sizeof(struct _p_VERTEX_Power),&appctx_power->compkey_bus);
414:   DMNetworkRegisterComponent(networkdm,"genstruct",sizeof(struct _p_GEN),&appctx_power->compkey_gen);
415:   DMNetworkRegisterComponent(networkdm,"loadstruct",sizeof(struct _p_LOAD),&appctx_power->compkey_load);

417:   DMNetworkRegisterComponent(networkdm,"edge_water",sizeof(struct _p_EDGE_Water),&appctx_water->compkey_edge);
418:   DMNetworkRegisterComponent(networkdm,"vertex_water",sizeof(struct _p_VERTEX_Water),&appctx_water->compkey_vtx);

420:   PetscSynchronizedPrintf(PETSC_COMM_WORLD,"[%d] Total local nvertices %D + %D = %D, nedges %D + %D + %D = %D\n",rank,numVertices[0],numVertices[1],numVertices[0]+numVertices[1],numEdges[0],numEdges[1],numEdgesCouple[0],numEdges[0]+numEdges[1]+numEdgesCouple[0]);
421:   PetscSynchronizedFlush(PETSC_COMM_WORLD,PETSC_STDOUT);

423:   DMNetworkSetSizes(networkdm,nsubnet,numVertices,numEdges,nsubnetCouple,numEdgesCouple);

425:   /* Add edge connectivity */
426:   edgelist[0] = edgelist_power;
427:   edgelist[1] = edgelist_water;
428:   DMNetworkSetEdgeList(networkdm,edgelist,&edgelist_couple);

430:   /* Set up the network layout */
431:   DMNetworkLayoutSetUp(networkdm);

433:   /* Add network components - only process[0] has any data to add */
434:   /* ADD VARIABLES AND COMPONENTS FOR THE POWER SUBNETWORK */
435:   genj = 0; loadj = 0;
436:   if (rank == 0) {
437:     DMNetworkGetSubnetworkInfo(networkdm,0,&nv,&ne,&vtx,&edges);
438:     /* PetscPrintf(PETSC_COMM_SELF,"Power network: nv %D, ne %D\n",nv,ne); */
439:     for (i = 0; i < ne; i++) {
440:       DMNetworkAddComponent(networkdm,edges[i],appctx_power->compkey_branch,&pfdata->branch[i]);
441:     }

443:     for (i = 0; i < nv; i++) {
444:       DMNetworkAddComponent(networkdm,vtx[i],appctx_power->compkey_bus,&pfdata->bus[i]);
445:       if (pfdata->bus[i].ngen) {
446:         for (j = 0; j < pfdata->bus[i].ngen; j++) {
447:           DMNetworkAddComponent(networkdm,vtx[i],appctx_power->compkey_gen,&pfdata->gen[genj++]);
448:         }
449:       }
450:       if (pfdata->bus[i].nload) {
451:         for (j=0; j < pfdata->bus[i].nload; j++) {
452:           DMNetworkAddComponent(networkdm,vtx[i],appctx_power->compkey_load,&pfdata->load[loadj++]);
453:         }
454:       }
455:       /* Add number of variables */
456:       DMNetworkAddNumVariables(networkdm,vtx[i],2);
457:     }
458:   }

460:   /* ADD VARIABLES AND COMPONENTS FOR THE WATER SUBNETWORK */
461:   if (size == 1 || (size > 1 && rank == 1)) {
462:     DMNetworkGetSubnetworkInfo(networkdm,1,&nv,&ne,&vtx,&edges);
463:     /* PetscPrintf(PETSC_COMM_SELF,"Water network: nv %D, ne %D\n",nv,ne); */
464:     for (i = 0; i < ne; i++) {
465:       DMNetworkAddComponent(networkdm,edges[i],appctx_water->compkey_edge,&waterdata->edge[i]);
466:     }

468:     for (i = 0; i < nv; i++) {
469:       DMNetworkAddComponent(networkdm,vtx[i],appctx_water->compkey_vtx,&waterdata->vertex[i]);
470:       /* Add number of variables */
471:       DMNetworkAddNumVariables(networkdm,vtx[i],1);
472:     }
473:   }

475:   /* Set up DM for use */
476:   DMSetUp(networkdm);
477:   if (viewDM) {
478:     PetscPrintf(PETSC_COMM_WORLD,"\nAfter DMSetUp, DMView:\n");
479:     DMView(networkdm,PETSC_VIEWER_STDOUT_WORLD);
480:   }

482:   DMNetworkGetSubnetworkCoupleInfo(networkdm,0,&ne,&edges);
483:   if (ne && viewDM) {
484:     const PetscInt *cone;
485:     PetscInt       vid[2];
486:     DMNetworkGetConnectedVertices(networkdm,edges[0],&cone);

488:     DMNetworkGetGlobalVertexIndex(networkdm,cone[0],&vid[0]);
489:     DMNetworkGetGlobalVertexIndex(networkdm,cone[1],&vid[1]);
490:     PetscPrintf(PETSC_COMM_SELF,"[%d] Coupling subnetwork: ne %d; connected vertices %d %d\n",rank,ne,vid[0],vid[1]);
491:   }

493:   /* Free user objects */
494:   if (!rank) {
495:     PetscFree(edgelist_power);
496:     PetscFree(pfdata->bus);
497:     PetscFree(pfdata->gen);
498:     PetscFree(pfdata->branch);
499:     PetscFree(pfdata->load);
500:     PetscFree(pfdata);
501:   }
502:   if (size == 1 || (size > 1 && rank == 1)) {
503:     PetscFree(edgelist_water);
504:     PetscFree(waterdata->vertex);
505:     PetscFree(waterdata->edge);
506:     PetscFree(waterdata);
507:   }
508:   if (size == 1) {
509:     PetscFree(edgelist_couple);
510:   }

512:   /* Re-distribute networkdm to multiple processes for better job balance */
513:   if (distribute) {
514:     DMNetworkDistribute(&networkdm,0);
515:     if (viewDM) {
516:       PetscPrintf(PETSC_COMM_WORLD,"\nAfter DMNetworkDistribute, DMView:\n");
517:       DMView(networkdm,PETSC_VIEWER_STDOUT_WORLD);
518:     }
519:   }

521:   /* Test DMNetworkGetSubnetworkCoupleInfo() */
522:   MPI_Barrier(PETSC_COMM_WORLD);
523:   if (test) {
524:     for (i=0; i<nsubnetCouple; i++) {
525:       DMNetworkGetSubnetworkCoupleInfo(networkdm,0,&ne,&edges);
526:       if (ne && viewDM) {
527:         const PetscInt *cone;
528:         PetscInt       vid[2];
529:         DMNetworkGetConnectedVertices(networkdm,edges[0],&cone);

531:         DMNetworkGetGlobalVertexIndex(networkdm,cone[0],&vid[0]);
532:         DMNetworkGetGlobalVertexIndex(networkdm,cone[1],&vid[1]);
533:         PetscPrintf(PETSC_COMM_SELF,"[%d] After DMNetworkDistribute(), subnetworkCouple[%d]: ne %d; connected vertices %d %d\n",rank,i,ne,vid[0],vid[1]);
534:       }
535:     }
536:   }

538:   DMCreateGlobalVector(networkdm,&X);
539:   VecDuplicate(X,&F);
540:   DMGetLocalVector(networkdm,&user.localXold);

542:   PetscLogStagePop();

544:   /* (3) Setup Solvers */
545:   /*-------------------*/
546:   PetscOptionsGetBool(NULL,NULL,"-viewJ",&viewJ,NULL);
547:   PetscOptionsGetBool(NULL,NULL,"-viewX",&viewX,NULL);

549:   PetscLogStageRegister("SNES Setup",&stage[2]);
550:   PetscLogStagePush(stage[2]);

552:   SetInitialGuess(networkdm,X,&user);
553:   /* VecView(X,PETSC_VIEWER_STDOUT_WORLD); */

555:   /* Create coupled snes */
556:   /*-------------------- */
557:   PetscPrintf(PETSC_COMM_WORLD,"SNES_coupled setup ......\n");
558:   user.subsnes_id = nsubnet;
559:   SNESCreate(PETSC_COMM_WORLD,&snes);
560:   SNESSetDM(snes,networkdm);
561:   SNESSetOptionsPrefix(snes,"coupled_");
562:   SNESSetFunction(snes,F,FormFunction,&user);
563:   SNESMonitorSet(snes,UserMonitor,&user,NULL);
564:   SNESSetFromOptions(snes);

566:   if (viewJ) {
567:     /* View Jac structure */
568:     SNESGetJacobian(snes,&Jac,NULL,NULL,NULL);
569:     MatView(Jac,PETSC_VIEWER_DRAW_WORLD);
570:   }

572:   if (viewX) {
573:     PetscPrintf(PETSC_COMM_WORLD,"Solution:\n");
574:     VecView(X,PETSC_VIEWER_STDOUT_WORLD);
575:   }

577:   if (viewJ) {
578:     /* View assembled Jac */
579:     MatView(Jac,PETSC_VIEWER_DRAW_WORLD);
580:   }

582:   /* Create snes_power */
583:   /*-------------------*/
584:   PetscPrintf(PETSC_COMM_WORLD,"SNES_power setup ......\n");
585:   SetInitialGuess(networkdm,X,&user);

587:   user.subsnes_id = 0;
588:   SNESCreate(PETSC_COMM_WORLD,&snes_power);
589:   SNESSetDM(snes_power,networkdm);
590:   SNESSetOptionsPrefix(snes_power,"power_");
591:   SNESSetFunction(snes_power,F,FormFunction,&user);
592:   SNESMonitorSet(snes_power,UserMonitor,&user,NULL);

594:   /* Use user-provide Jacobian */
595:   DMCreateMatrix(networkdm,&Jac);
596:   SNESSetJacobian(snes_power,Jac,Jac,FormJacobian_subPower,&user);
597:   SNESSetFromOptions(snes_power);

599:   if (viewX) {
600:     PetscPrintf(PETSC_COMM_WORLD,"Power Solution:\n");
601:     VecView(X,PETSC_VIEWER_STDOUT_WORLD);
602:   }
603:   if (viewJ) {
604:     PetscPrintf(PETSC_COMM_WORLD,"Power Jac:\n");
605:     SNESGetJacobian(snes_power,&Jac,NULL,NULL,NULL);
606:     MatView(Jac,PETSC_VIEWER_DRAW_WORLD);
607:     /* MatView(Jac,PETSC_VIEWER_STDOUT_WORLD); */
608:   }

610:   /* Create snes_water */
611:   /*-------------------*/
612:   PetscPrintf(PETSC_COMM_WORLD,"SNES_water setup......\n");
613:   SetInitialGuess(networkdm,X,&user);

615:   user.subsnes_id = 1;
616:   SNESCreate(PETSC_COMM_WORLD,&snes_water);
617:   SNESSetDM(snes_water,networkdm);
618:   SNESSetOptionsPrefix(snes_water,"water_");
619:   SNESSetFunction(snes_water,F,FormFunction,&user);
620:   SNESMonitorSet(snes_water,UserMonitor,&user,NULL);
621:   SNESSetFromOptions(snes_water);

623:   if (viewX) {
624:     PetscPrintf(PETSC_COMM_WORLD,"Water Solution:\n");
625:     VecView(X,PETSC_VIEWER_STDOUT_WORLD);
626:   }
627:   PetscLogStagePop();

629:   /* (4) Solve */
630:   /*-----------*/
631:   PetscLogStageRegister("SNES Solve",&stage[3]);
632:   PetscLogStagePush(stage[3]);
633:   user.it = 0;
634:   reason  = SNES_DIVERGED_DTOL;
635:   while (user.it < it_max && (PetscInt)reason<0) {
636: #if 0
637:     user.subsnes_id = 0;
638:     SNESSolve(snes_power,NULL,X);

640:     user.subsnes_id = 1;
641:     SNESSolve(snes_water,NULL,X);
642: #endif
643:     user.subsnes_id = nsubnet;
644:     SNESSolve(snes,NULL,X);

646:     SNESGetConvergedReason(snes,&reason);
647:     user.it++;
648:   }
649:   PetscPrintf(PETSC_COMM_WORLD,"Coupled_SNES converged in %D iterations\n",user.it);
650:   if (viewX) {
651:     PetscPrintf(PETSC_COMM_WORLD,"Final Solution:\n");
652:     VecView(X,PETSC_VIEWER_STDOUT_WORLD);
653:   }
654:   PetscLogStagePop();

656:   /* Free objects */
657:   /* -------------*/
658:   VecDestroy(&X);
659:   VecDestroy(&F);
660:   DMRestoreLocalVector(networkdm,&user.localXold);

662:   SNESDestroy(&snes);
663:   MatDestroy(&Jac);
664:   SNESDestroy(&snes_power);
665:   SNESDestroy(&snes_water);

667:   DMDestroy(&networkdm);
668:   PetscFinalize();
669:   return ierr;
670: }

672: /*TEST

674:    build:
675:      requires: !complex double define(PETSC_HAVE_ATTRIBUTEALIGNED)
676:      depends: power/PFReadData.c power/pffunctions.c water/waterreaddata.c water/waterfunctions.c

678:    test:
679:       args: -coupled_snes_converged_reason -options_left no
680:       localrunfiles: ex1options power/case9.m water/sample1.inp
681:       output_file: output/ex1.out
682:       requires: double !complex define(PETSC_HAVE_ATTRIBUTEALIGNED)

684:    test:
685:       suffix: 2
686:       nsize: 3
687:       args: -coupled_snes_converged_reason -options_left no
688:       localrunfiles: ex1options power/case9.m water/sample1.inp
689:       output_file: output/ex1_2.out
690:       requires: double !complex define(PETSC_HAVE_ATTRIBUTEALIGNED)

692:    test:
693:       suffix: 3
694:       nsize: 3
695:       args: -coupled_snes_converged_reason -options_left no -distribute false
696:       localrunfiles: ex1options power/case9.m water/sample1.inp
697:       output_file: output/ex1_2.out
698:       requires: double !complex define(PETSC_HAVE_ATTRIBUTEALIGNED)

700: TEST*/