int main(int argc, char **argv)
{
DM dm, subdm, auxdm;
Vec la;
AppCtx user;
PetscErrorCode ierr;
ierr = PetscInitialize(&argc, &argv, NULL,help);if (ierr) return ierr;
ierr = ProcessOptions(&user);CHKERRQ(ierr);
ierr = CreateMesh(PETSC_COMM_WORLD, &user, &dm);CHKERRQ(ierr);
ierr = SetupDiscretization(dm, user.dim, user.cellSimplex, &user);CHKERRQ(ierr);
/* Volumetric Mesh Projection */
ierr = TestFunctionProjection(dm, NULL, NULL, NULL, "Volumetric Primary", &user);CHKERRQ(ierr);
ierr = TestFieldProjection(dm, NULL, NULL, NULL, "Volumetric Primary", &user);CHKERRQ(ierr);
if (user.auxfield) {
/* Volumetric Mesh Projection with Volumetric Data */
ierr = CreateAuxiliaryData(dm, &auxdm, &la, &user);CHKERRQ(ierr);
ierr = TestFunctionProjection(dm, auxdm, NULL, la, "Volumetric Primary and Volumetric Auxiliary", &user);CHKERRQ(ierr);
ierr = TestFieldProjection(dm, auxdm, NULL, la, "Volumetric Primary and Volumetric Auxiliary", &user);CHKERRQ(ierr);
ierr = VecDestroy(&la);CHKERRQ(ierr);
/* Update of Volumetric Auxiliary Data with primary Volumetric Data */
ierr = DMGetLocalVector(dm, &la);CHKERRQ(ierr);
ierr = VecSet(la, 1.0);CHKERRQ(ierr);
ierr = TestFieldProjection(auxdm, dm, NULL, la, "Volumetric Auxiliary Update with Volumetric Primary", &user);CHKERRQ(ierr);
ierr = DMRestoreLocalVector(dm, &la);CHKERRQ(ierr);
ierr = DMDestroy(&auxdm);CHKERRQ(ierr);
}
if (user.submesh) {
DMLabel bdLabel;
/* Boundary Mesh Projection */
ierr = CreateBoundaryMesh(dm, &bdLabel, &subdm, &user);CHKERRQ(ierr);
ierr = TestFunctionProjection(subdm, NULL, NULL, NULL, "Boundary Primary", &user);CHKERRQ(ierr);
ierr = TestFieldProjection(subdm, NULL, NULL, NULL, "Boundary Primary", &user);CHKERRQ(ierr);
if (user.auxfield) {
/* Boundary Mesh Projection with Boundary Data */
ierr = CreateAuxiliaryData(subdm, &auxdm, &la, &user);CHKERRQ(ierr);
ierr = TestFunctionProjection(subdm, auxdm, NULL, la, "Boundary Primary and Boundary Auxiliary", &user);CHKERRQ(ierr);
ierr = TestFieldProjection(subdm, auxdm, NULL, la, "Boundary Primary and Boundary Auxiliary", &user);CHKERRQ(ierr);
ierr = VecDestroy(&la);CHKERRQ(ierr);
ierr = DMDestroy(&auxdm);CHKERRQ(ierr);
/* Volumetric Mesh Projection with Boundary Data */
ierr = CreateAuxiliaryData(subdm, &auxdm, &la, &user);CHKERRQ(ierr);
ierr = TestFunctionProjection(dm, auxdm, bdLabel, la, "Volumetric Primary and Boundary Auxiliary", &user);CHKERRQ(ierr);
ierr = TestFieldProjection(dm, auxdm, bdLabel, la, "Volumetric Primary and Boundary Auxiliary", &user);CHKERRQ(ierr);
ierr = VecDestroy(&la);CHKERRQ(ierr);
ierr = DMDestroy(&auxdm);CHKERRQ(ierr);
}
ierr = DMLabelDestroy(&bdLabel);CHKERRQ(ierr);
ierr = DMDestroy(&subdm);CHKERRQ(ierr);
}
ierr = DMDestroy(&dm);CHKERRQ(ierr);
ierr = PetscFinalize();
return ierr;
}
int main(int argc, char **argv)
{
SNES snes; /* nonlinear solver */
DM dm; /* problem definition */
Vec u, r; /* solution and residual */
AppCtx user; /* user-defined work context */
PetscErrorCode ierr;
ierr = PetscInitialize(&argc, &argv, NULL,help);if (ierr) return ierr;
ierr = ProcessOptions(PETSC_COMM_WORLD, &user);CHKERRQ(ierr);
ierr = PetscBagCreate(PETSC_COMM_WORLD, sizeof(Parameter), &user.bag);CHKERRQ(ierr);
ierr = SetupParameters(&user);CHKERRQ(ierr);
ierr = SNESCreate(PETSC_COMM_WORLD, &snes);CHKERRQ(ierr);
ierr = CreateMesh(PETSC_COMM_WORLD, &user, &dm);CHKERRQ(ierr);
ierr = SNESSetDM(snes, dm);CHKERRQ(ierr);
ierr = DMSetApplicationContext(dm, &user);CHKERRQ(ierr);
/* Setup problem */
ierr = PetscMalloc(2 * sizeof(void (*)(const PetscReal[], PetscScalar *, void *)), &user.exactFuncs);CHKERRQ(ierr);
ierr = SetupDiscretization(dm, &user);CHKERRQ(ierr);
ierr = DMPlexCreateClosureIndex(dm, NULL);CHKERRQ(ierr);
ierr = DMCreateGlobalVector(dm, &u);CHKERRQ(ierr);
ierr = VecDuplicate(u, &r);CHKERRQ(ierr);
ierr = DMPlexSetSNESLocalFEM(dm,&user,&user,&user);CHKERRQ(ierr);
ierr = SNESSetFromOptions(snes);CHKERRQ(ierr);
{
Parameter *param;
void *ctxs[2];
ierr = PetscBagGetData(user.bag, (void **) ¶m);CHKERRQ(ierr);
ctxs[0] = ctxs[1] = param;
ierr = DMProjectFunction(dm, 0.0, user.exactFuncs, ctxs, INSERT_ALL_VALUES, u);CHKERRQ(ierr);
ierr = PetscObjectSetName((PetscObject) u, "Exact Solution");CHKERRQ(ierr);
ierr = VecViewFromOptions(u, NULL, "-exact_vec_view");CHKERRQ(ierr);
}
ierr = DMSNESCheckFromOptions(snes, u, NULL, NULL);CHKERRQ(ierr);
ierr = VecSet(u, 0.0);CHKERRQ(ierr);
ierr = PetscObjectSetName((PetscObject) u, "Solution");CHKERRQ(ierr);
ierr = SNESSolve(snes, NULL, u);CHKERRQ(ierr);
ierr = VecViewFromOptions(u, NULL, "-sol_vec_view");CHKERRQ(ierr);
ierr = VecDestroy(&u);CHKERRQ(ierr);
ierr = VecDestroy(&r);CHKERRQ(ierr);
ierr = PetscFree(user.exactFuncs);CHKERRQ(ierr);
ierr = DMDestroy(&dm);CHKERRQ(ierr);
ierr = SNESDestroy(&snes);CHKERRQ(ierr);
ierr = PetscBagDestroy(&user.bag);CHKERRQ(ierr);
ierr = PetscFinalize();
return ierr;
}
int main(int argc, char **argv)
{
DM dm;
SNES snes;
Vec u, r;
AppCtx user;
PetscErrorCode ierr;
ierr = PetscInitialize(&argc, &argv, NULL, help);CHKERRQ(ierr);
ierr = ProcessOptions(PETSC_COMM_WORLD, &user);CHKERRQ(ierr);
ierr = SNESCreate(PETSC_COMM_WORLD, &snes);CHKERRQ(ierr);
ierr = CreateMesh(PETSC_COMM_WORLD, &user, &dm);CHKERRQ(ierr);
ierr = SNESSetDM(snes, dm);CHKERRQ(ierr);
ierr = PetscMalloc(3 * sizeof(void (*)()), &user.exactFuncs);CHKERRQ(ierr);
ierr = SetupDiscretization(dm, &user);CHKERRQ(ierr);
ierr = DMCreateGlobalVector(dm, &u);CHKERRQ(ierr);
ierr = PetscObjectSetName((PetscObject) u, "solution");CHKERRQ(ierr);
ierr = VecDuplicate(u, &r);CHKERRQ(ierr);
ierr = DMPlexSetSNESLocalFEM(dm,&user,&user,&user);CHKERRQ(ierr);
ierr = SNESSetFromOptions(snes);CHKERRQ(ierr);
ierr = DMProjectFunction(dm, user.exactFuncs, NULL, INSERT_ALL_VALUES, u);CHKERRQ(ierr);
ierr = DMSNESCheckFromOptions(snes, u, user.exactFuncs, NULL);CHKERRQ(ierr);
if (user.runType == RUN_FULL) {
PetscErrorCode (*initialGuess[3])(PetscInt dim, const PetscReal x[], PetscInt Nf, PetscScalar u[], void *ctx);
PetscReal error;
initialGuess[0] = zero;
initialGuess[1] = zero;
initialGuess[2] = zero;
ierr = DMProjectFunction(dm, initialGuess, NULL, INSERT_VALUES, u);CHKERRQ(ierr);
ierr = VecViewFromOptions(u, NULL, "-initial_vec_view");CHKERRQ(ierr);
ierr = DMComputeL2Diff(dm, user.exactFuncs, NULL, u, &error);CHKERRQ(ierr);
if (error < 1.0e-11) {ierr = PetscPrintf(PETSC_COMM_WORLD, "Initial L_2 Error: < 1.0e-11\n");CHKERRQ(ierr);}
else {ierr = PetscPrintf(PETSC_COMM_WORLD, "Initial L_2 Error: %g\n", error);CHKERRQ(ierr);}
ierr = SNESSolve(snes, NULL, u);CHKERRQ(ierr);
ierr = DMComputeL2Diff(dm, user.exactFuncs, NULL, u, &error);CHKERRQ(ierr);
if (error < 1.0e-11) {ierr = PetscPrintf(PETSC_COMM_WORLD, "Final L_2 Error: < 1.0e-11\n");CHKERRQ(ierr);}
else {ierr = PetscPrintf(PETSC_COMM_WORLD, "Final L_2 Error: %g\n", error);CHKERRQ(ierr);}
}
ierr = VecViewFromOptions(u, NULL, "-sol_vec_view");CHKERRQ(ierr);
ierr = VecDestroy(&u);CHKERRQ(ierr);
ierr = VecDestroy(&r);CHKERRQ(ierr);
ierr = SNESDestroy(&snes);CHKERRQ(ierr);
ierr = DMDestroy(&dm);CHKERRQ(ierr);
ierr = PetscFree(user.exactFuncs);CHKERRQ(ierr);
ierr = PetscFinalize();
return 0;
}
static PetscErrorCode CreateBoundaryMesh(DM dm, DMLabel *bdLabel, DM *subdm, AppCtx *user)
{
DMLabel label;
PetscInt dim;
PetscErrorCode ierr;
PetscFunctionBeginUser;
ierr = DMLabelCreate(PETSC_COMM_SELF, "sub", &label);CHKERRQ(ierr);
ierr = DMPlexMarkBoundaryFaces(dm, 1, label);CHKERRQ(ierr);
ierr = DMPlexLabelComplete(dm, label);CHKERRQ(ierr);
ierr = DMPlexCreateSubmesh(dm, label, 1, PETSC_TRUE, subdm);CHKERRQ(ierr);
ierr = DMGetDimension(*subdm, &dim);CHKERRQ(ierr);
ierr = SetupDiscretization(*subdm, dim, user->cellSimplex, user);CHKERRQ(ierr);
ierr = PetscObjectSetName((PetscObject) *subdm, "boundary");CHKERRQ(ierr);
ierr = DMViewFromOptions(*subdm, NULL, "-sub_dm_view");CHKERRQ(ierr);
if (bdLabel) *bdLabel = label;
else ierr = DMLabelDestroy(&label);CHKERRQ(ierr);
PetscFunctionReturn(0);
}
static PetscErrorCode CreateAuxiliaryData(DM dm, DM *auxdm, Vec *la, AppCtx *user)
{
PetscErrorCode (**afuncs)(PetscInt, PetscReal, const PetscReal [], PetscInt, PetscScalar *, void *);
PetscInt dim, Nf, f;
PetscErrorCode ierr;
PetscFunctionBeginUser;
ierr = DMGetDimension(dm, &dim);CHKERRQ(ierr);
ierr = DMGetNumFields(dm, &Nf);CHKERRQ(ierr);
ierr = PetscMalloc1(Nf, &afuncs);CHKERRQ(ierr);
for (f = 0; f < Nf; ++f) afuncs[f] = linear;
ierr = DMClone(dm, auxdm);CHKERRQ(ierr);
ierr = SetupDiscretization(*auxdm, dim, user->cellSimplex, user);CHKERRQ(ierr);
ierr = DMCreateLocalVector(*auxdm, la);CHKERRQ(ierr);
ierr = DMProjectFunctionLocal(dm, 0.0, afuncs, NULL, INSERT_VALUES, *la);CHKERRQ(ierr);
ierr = VecViewFromOptions(*la, NULL, "-local_aux_view");CHKERRQ(ierr);
ierr = PetscFree(afuncs);CHKERRQ(ierr);
PetscFunctionReturn(0);
}
int main(int argc, char **argv)
{
AppCtx ctx;
DM dm;
TS ts;
Vec u, r;
PetscReal t = 0.0;
PetscReal L2error = 0.0;
PetscErrorCode ierr;
ierr = PetscInitialize(&argc, &argv, NULL, help);
CHKERRQ(ierr);
ierr = ProcessOptions(PETSC_COMM_WORLD, &ctx);
CHKERRQ(ierr);
ierr = CreateMesh(PETSC_COMM_WORLD, &dm, &ctx);
CHKERRQ(ierr);
ierr = DMSetApplicationContext(dm, &ctx);
CHKERRQ(ierr);
ierr = PetscMalloc1(1, &ctx.exactFuncs);
CHKERRQ(ierr);
ierr = SetupDiscretization(dm, &ctx);
CHKERRQ(ierr);
ierr = DMCreateGlobalVector(dm, &u);
CHKERRQ(ierr);
ierr = PetscObjectSetName((PetscObject) u, "temperature");
CHKERRQ(ierr);
ierr = VecDuplicate(u, &r);
CHKERRQ(ierr);
ierr = TSCreate(PETSC_COMM_WORLD, &ts);
CHKERRQ(ierr);
ierr = TSSetDM(ts, dm);
CHKERRQ(ierr);
ierr = DMTSSetBoundaryLocal(dm, DMPlexTSComputeBoundary, &ctx);
CHKERRQ(ierr);
ierr = DMTSSetIFunctionLocal(dm, DMPlexTSComputeIFunctionFEM, &ctx);
CHKERRQ(ierr);
ierr = DMTSSetIJacobianLocal(dm, DMPlexTSComputeIJacobianFEM, &ctx);
CHKERRQ(ierr);
ierr = TSSetExactFinalTime(ts, TS_EXACTFINALTIME_STEPOVER);
CHKERRQ(ierr);
ierr = TSSetFromOptions(ts);
CHKERRQ(ierr);
ierr = DMProjectFunction(dm, t, ctx.exactFuncs, NULL, INSERT_ALL_VALUES, u);
CHKERRQ(ierr);
ierr = TSSolve(ts, u);
CHKERRQ(ierr);
ierr = TSGetTime(ts, &t);
CHKERRQ(ierr);
ierr = DMComputeL2Diff(dm, t, ctx.exactFuncs, NULL, u, &L2error);
CHKERRQ(ierr);
if (L2error < 1.0e-11) {
ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Error: < 1.0e-11\n");
CHKERRQ(ierr);
}
else {
ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Error: %g\n", L2error);
CHKERRQ(ierr);
}
ierr = VecViewFromOptions(u, NULL, "-sol_vec_view");
CHKERRQ(ierr);
ierr = VecDestroy(&u);
CHKERRQ(ierr);
ierr = VecDestroy(&r);
CHKERRQ(ierr);
ierr = TSDestroy(&ts);
CHKERRQ(ierr);
ierr = DMDestroy(&dm);
CHKERRQ(ierr);
ierr = PetscFree(ctx.exactFuncs);
CHKERRQ(ierr);
ierr = PetscFinalize();
return ierr;
}
int main(int argc, char **argv)
{
DM dm; /* Problem specification */
SNES snes; /* Nonlinear solver */
Vec u; /* Solutions */
AppCtx user; /* User-defined work context */
PetscErrorCode ierr;
ierr = PetscInitialize(&argc, &argv, NULL,help);if (ierr) return ierr;
ierr = ProcessOptions(PETSC_COMM_WORLD, &user);CHKERRQ(ierr);
/* Primal system */
ierr = SNESCreate(PETSC_COMM_WORLD, &snes);CHKERRQ(ierr);
ierr = CreateMesh(PETSC_COMM_WORLD, &user, &dm);CHKERRQ(ierr);
ierr = SNESSetDM(snes, dm);CHKERRQ(ierr);
ierr = SetupDiscretization(dm, "potential", SetupPrimalProblem, &user);CHKERRQ(ierr);
ierr = DMCreateGlobalVector(dm, &u);CHKERRQ(ierr);
ierr = VecSet(u, 0.0);CHKERRQ(ierr);
ierr = PetscObjectSetName((PetscObject) u, "potential");CHKERRQ(ierr);
ierr = DMPlexSetSNESLocalFEM(dm, &user, &user, &user);CHKERRQ(ierr);
ierr = SNESSetFromOptions(snes);CHKERRQ(ierr);
ierr = SNESSolve(snes, NULL, u);CHKERRQ(ierr);
ierr = SNESGetSolution(snes, &u);CHKERRQ(ierr);
ierr = VecViewFromOptions(u, NULL, "-potential_view");CHKERRQ(ierr);
if (user.spectral) {
PetscInt planeDir[2] = {0, 1};
PetscReal planeCoord[2] = {0., 1.};
ierr = ComputeSpectral(dm, u, 2, planeDir, planeCoord, &user);CHKERRQ(ierr);
}
/* Adjoint system */
if (user.adjoint) {
DM dmAdj;
SNES snesAdj;
Vec uAdj;
ierr = SNESCreate(PETSC_COMM_WORLD, &snesAdj);CHKERRQ(ierr);
ierr = PetscObjectSetOptionsPrefix((PetscObject) snesAdj, "adjoint_");CHKERRQ(ierr);
ierr = DMClone(dm, &dmAdj);CHKERRQ(ierr);
ierr = SNESSetDM(snesAdj, dmAdj);CHKERRQ(ierr);
ierr = SetupDiscretization(dmAdj, "adjoint", SetupAdjointProblem, &user);CHKERRQ(ierr);
ierr = DMCreateGlobalVector(dmAdj, &uAdj);CHKERRQ(ierr);
ierr = VecSet(uAdj, 0.0);CHKERRQ(ierr);
ierr = PetscObjectSetName((PetscObject) uAdj, "adjoint");CHKERRQ(ierr);
ierr = DMPlexSetSNESLocalFEM(dmAdj, &user, &user, &user);CHKERRQ(ierr);
ierr = SNESSetFromOptions(snesAdj);CHKERRQ(ierr);
ierr = SNESSolve(snesAdj, NULL, uAdj);CHKERRQ(ierr);
ierr = SNESGetSolution(snesAdj, &uAdj);CHKERRQ(ierr);
ierr = VecViewFromOptions(uAdj, NULL, "-adjoint_view");CHKERRQ(ierr);
/* Error representation */
{
DM dmErr, dmErrAux, dms[2];
Vec errorEst, errorL2, uErr, uErrLoc, uAdjLoc, uAdjProj;
IS *subis;
PetscReal errorEstTot, errorL2Norm, errorL2Tot;
PetscInt N, i;
PetscErrorCode (*funcs[1])(PetscInt, PetscReal, const PetscReal [], PetscInt, PetscScalar *, void *) = {trig_u};
void (*identity[1])(PetscInt, PetscInt, PetscInt,
const PetscInt[], const PetscInt[], const PetscScalar[], const PetscScalar[], const PetscScalar[],
const PetscInt[], const PetscInt[], const PetscScalar[], const PetscScalar[], const PetscScalar[],
PetscReal, const PetscReal[], PetscInt, const PetscScalar[], PetscScalar[]) = {f0_identityaux_u};
void *ctxs[1] = {0};
ctxs[0] = &user;
ierr = DMClone(dm, &dmErr);CHKERRQ(ierr);
ierr = SetupDiscretization(dmErr, "error", SetupErrorProblem, &user);CHKERRQ(ierr);
ierr = DMGetGlobalVector(dmErr, &errorEst);CHKERRQ(ierr);
ierr = DMGetGlobalVector(dmErr, &errorL2);CHKERRQ(ierr);
/* Compute auxiliary data (solution and projection of adjoint solution) */
ierr = DMGetLocalVector(dmAdj, &uAdjLoc);CHKERRQ(ierr);
ierr = DMGlobalToLocalBegin(dmAdj, uAdj, INSERT_VALUES, uAdjLoc);CHKERRQ(ierr);
ierr = DMGlobalToLocalEnd(dmAdj, uAdj, INSERT_VALUES, uAdjLoc);CHKERRQ(ierr);
ierr = DMGetGlobalVector(dm, &uAdjProj);CHKERRQ(ierr);
ierr = PetscObjectCompose((PetscObject) dm, "dmAux", (PetscObject) dmAdj);CHKERRQ(ierr);
ierr = PetscObjectCompose((PetscObject) dm, "A", (PetscObject) uAdjLoc);CHKERRQ(ierr);
ierr = DMProjectField(dm, 0.0, u, identity, INSERT_VALUES, uAdjProj);CHKERRQ(ierr);
ierr = PetscObjectCompose((PetscObject) dm, "dmAux", NULL);CHKERRQ(ierr);
ierr = PetscObjectCompose((PetscObject) dm, "A", NULL);CHKERRQ(ierr);
ierr = DMRestoreLocalVector(dmAdj, &uAdjLoc);CHKERRQ(ierr);
/* Attach auxiliary data */
dms[0] = dm; dms[1] = dm;
ierr = DMCreateSuperDM(dms, 2, &subis, &dmErrAux);CHKERRQ(ierr);
if (0) {
PetscSection sec;
ierr = DMGetSection(dms[0], &sec);CHKERRQ(ierr);
ierr = PetscSectionView(sec, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
ierr = DMGetSection(dms[1], &sec);CHKERRQ(ierr);
ierr = PetscSectionView(sec, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
ierr = DMGetSection(dmErrAux, &sec);CHKERRQ(ierr);
ierr = PetscSectionView(sec, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
}
ierr = DMViewFromOptions(dmErrAux, NULL, "-dm_err_view");CHKERRQ(ierr);
ierr = ISViewFromOptions(subis[0], NULL, "-super_is_view");CHKERRQ(ierr);
ierr = ISViewFromOptions(subis[1], NULL, "-super_is_view");CHKERRQ(ierr);
ierr = DMGetGlobalVector(dmErrAux, &uErr);CHKERRQ(ierr);
ierr = VecViewFromOptions(u, NULL, "-map_vec_view");CHKERRQ(ierr);
ierr = VecViewFromOptions(uAdjProj, NULL, "-map_vec_view");CHKERRQ(ierr);
ierr = VecViewFromOptions(uErr, NULL, "-map_vec_view");CHKERRQ(ierr);
ierr = VecISCopy(uErr, subis[0], SCATTER_FORWARD, u);CHKERRQ(ierr);
ierr = VecISCopy(uErr, subis[1], SCATTER_FORWARD, uAdjProj);CHKERRQ(ierr);
ierr = DMRestoreGlobalVector(dm, &uAdjProj);CHKERRQ(ierr);
for (i = 0; i < 2; ++i) {ierr = ISDestroy(&subis[i]);CHKERRQ(ierr);}
ierr = PetscFree(subis);CHKERRQ(ierr);
ierr = DMGetLocalVector(dmErrAux, &uErrLoc);CHKERRQ(ierr);
ierr = DMGlobalToLocalBegin(dm, uErr, INSERT_VALUES, uErrLoc);CHKERRQ(ierr);
ierr = DMGlobalToLocalEnd(dm, uErr, INSERT_VALUES, uErrLoc);CHKERRQ(ierr);
ierr = DMRestoreGlobalVector(dmErrAux, &uErr);CHKERRQ(ierr);
ierr = PetscObjectCompose((PetscObject) dmAdj, "dmAux", (PetscObject) dmErrAux);CHKERRQ(ierr);
ierr = PetscObjectCompose((PetscObject) dmAdj, "A", (PetscObject) uErrLoc);CHKERRQ(ierr);
/* Compute cellwise error estimate */
ierr = VecSet(errorEst, 0.0);CHKERRQ(ierr);
ierr = DMPlexComputeCellwiseIntegralFEM(dmAdj, uAdj, errorEst, &user);CHKERRQ(ierr);
ierr = PetscObjectCompose((PetscObject) dmAdj, "dmAux", NULL);CHKERRQ(ierr);
ierr = PetscObjectCompose((PetscObject) dmAdj, "A", NULL);CHKERRQ(ierr);
ierr = DMRestoreLocalVector(dmErrAux, &uErrLoc);CHKERRQ(ierr);
ierr = DMDestroy(&dmErrAux);CHKERRQ(ierr);
/* Plot cellwise error vector */
ierr = VecViewFromOptions(errorEst, NULL, "-error_view");CHKERRQ(ierr);
/* Compute ratio of estimate (sum over cells) with actual L_2 error */
ierr = DMComputeL2Diff(dm, 0.0, funcs, ctxs, u, &errorL2Norm);CHKERRQ(ierr);
ierr = DMPlexComputeL2DiffVec(dm, 0.0, funcs, ctxs, u, errorL2);CHKERRQ(ierr);
ierr = VecViewFromOptions(errorL2, NULL, "-l2_error_view");CHKERRQ(ierr);
ierr = VecNorm(errorL2, NORM_INFINITY, &errorL2Tot);CHKERRQ(ierr);
ierr = VecNorm(errorEst, NORM_INFINITY, &errorEstTot);CHKERRQ(ierr);
ierr = VecGetSize(errorEst, &N);CHKERRQ(ierr);
ierr = VecPointwiseDivide(errorEst, errorEst, errorL2);CHKERRQ(ierr);
ierr = PetscObjectSetName((PetscObject) errorEst, "Error ratio");CHKERRQ(ierr);
ierr = VecViewFromOptions(errorEst, NULL, "-error_ratio_view");CHKERRQ(ierr);
ierr = PetscPrintf(PETSC_COMM_WORLD, "N: %D L2 error: %g Error Ratio: %g/%g = %g\n", N, (double) errorL2Norm, (double) errorEstTot, (double) PetscSqrtReal(errorL2Tot), (double) errorEstTot/PetscSqrtReal(errorL2Tot));CHKERRQ(ierr);
ierr = DMRestoreGlobalVector(dmErr, &errorEst);CHKERRQ(ierr);
ierr = DMRestoreGlobalVector(dmErr, &errorL2);CHKERRQ(ierr);
ierr = DMDestroy(&dmErr);CHKERRQ(ierr);
}
ierr = DMDestroy(&dmAdj);CHKERRQ(ierr);
ierr = VecDestroy(&uAdj);CHKERRQ(ierr);
ierr = SNESDestroy(&snesAdj);CHKERRQ(ierr);
}
/* Cleanup */
ierr = VecDestroy(&u);CHKERRQ(ierr);
ierr = SNESDestroy(&snes);CHKERRQ(ierr);
ierr = DMDestroy(&dm);CHKERRQ(ierr);
ierr = PetscFinalize();
return ierr;
}
int main(int argc, char **argv)
{
DM dm; /* Problem specification */
SNES snes; /* nonlinear solver */
Vec u,r; /* solution, residual vectors */
Mat A,J; /* Jacobian matrix */
MatNullSpace nullSpace; /* May be necessary for Neumann conditions */
AppCtx user; /* user-defined work context */
JacActionCtx userJ; /* context for Jacobian MF action */
PetscInt its; /* iterations for convergence */
PetscReal error = 0.0; /* L_2 error in the solution */
PetscErrorCode ierr;
ierr = PetscInitialize(&argc, &argv, NULL, help);CHKERRQ(ierr);
ierr = ProcessOptions(PETSC_COMM_WORLD, &user);CHKERRQ(ierr);
ierr = SNESCreate(PETSC_COMM_WORLD, &snes);CHKERRQ(ierr);
ierr = CreateMesh(PETSC_COMM_WORLD, &user, &dm);CHKERRQ(ierr);
ierr = SNESSetDM(snes, dm);CHKERRQ(ierr);
ierr = DMSetApplicationContext(dm, &user);CHKERRQ(ierr);
ierr = PetscMalloc(1 * sizeof(void (*)(const PetscReal[], PetscScalar *, void *)), &user.exactFuncs);CHKERRQ(ierr);
ierr = SetupDiscretization(dm, &user);CHKERRQ(ierr);
ierr = DMCreateGlobalVector(dm, &u);CHKERRQ(ierr);
ierr = PetscObjectSetName((PetscObject) u, "potential");CHKERRQ(ierr);
ierr = VecDuplicate(u, &r);CHKERRQ(ierr);
ierr = DMSetMatType(dm,MATAIJ);CHKERRQ(ierr);
ierr = DMCreateMatrix(dm, &J);CHKERRQ(ierr);
if (user.jacobianMF) {
PetscInt M, m, N, n;
ierr = MatGetSize(J, &M, &N);CHKERRQ(ierr);
ierr = MatGetLocalSize(J, &m, &n);CHKERRQ(ierr);
ierr = MatCreate(PETSC_COMM_WORLD, &A);CHKERRQ(ierr);
ierr = MatSetSizes(A, m, n, M, N);CHKERRQ(ierr);
ierr = MatSetType(A, MATSHELL);CHKERRQ(ierr);
ierr = MatSetUp(A);CHKERRQ(ierr);
#if 0
ierr = MatShellSetOperation(A, MATOP_MULT, (void (*)(void))FormJacobianAction);CHKERRQ(ierr);
#endif
userJ.dm = dm;
userJ.J = J;
userJ.user = &user;
ierr = DMCreateLocalVector(dm, &userJ.u);CHKERRQ(ierr);
ierr = DMPlexProjectFunctionLocal(dm, user.exactFuncs, NULL, INSERT_BC_VALUES, userJ.u);CHKERRQ(ierr);
ierr = MatShellSetContext(A, &userJ);CHKERRQ(ierr);
} else {
A = J;
}
if (user.bcType == NEUMANN) {
ierr = MatNullSpaceCreate(PetscObjectComm((PetscObject) dm), PETSC_TRUE, 0, NULL, &nullSpace);CHKERRQ(ierr);
ierr = MatSetNullSpace(J, nullSpace);CHKERRQ(ierr);
if (A != J) {
ierr = MatSetNullSpace(A, nullSpace);CHKERRQ(ierr);
}
}
ierr = DMSNESSetFunctionLocal(dm, (PetscErrorCode (*)(DM,Vec,Vec,void*)) DMPlexSNESComputeResidualFEM, &user);CHKERRQ(ierr);
ierr = DMSNESSetJacobianLocal(dm, (PetscErrorCode (*)(DM,Vec,Mat,Mat,void*)) DMPlexSNESComputeJacobianFEM, &user);CHKERRQ(ierr);
ierr = SNESSetJacobian(snes, A, J, NULL, NULL);CHKERRQ(ierr);
ierr = SNESSetFromOptions(snes);CHKERRQ(ierr);
ierr = DMPlexProjectFunction(dm, user.exactFuncs, NULL, INSERT_ALL_VALUES, u);CHKERRQ(ierr);
if (user.checkpoint) {
#if defined(PETSC_HAVE_HDF5)
ierr = PetscViewerHDF5PushGroup(user.checkpoint, "/fields");CHKERRQ(ierr);
ierr = VecLoad(u, user.checkpoint);CHKERRQ(ierr);
ierr = PetscViewerHDF5PopGroup(user.checkpoint);CHKERRQ(ierr);
#endif
}
ierr = PetscViewerDestroy(&user.checkpoint);CHKERRQ(ierr);
if (user.showInitial) {
Vec lv;
ierr = DMGetLocalVector(dm, &lv);CHKERRQ(ierr);
ierr = DMGlobalToLocalBegin(dm, u, INSERT_VALUES, lv);CHKERRQ(ierr);
ierr = DMGlobalToLocalEnd(dm, u, INSERT_VALUES, lv);CHKERRQ(ierr);
ierr = DMPrintLocalVec(dm, "Local function", 1.0e-10, lv);CHKERRQ(ierr);
ierr = DMRestoreLocalVector(dm, &lv);CHKERRQ(ierr);
}
if (user.runType == RUN_FULL) {
void (*initialGuess[1])(const PetscReal x[], PetscScalar *, void *ctx) = {zero};
ierr = DMPlexProjectFunction(dm, initialGuess, NULL, INSERT_VALUES, u);CHKERRQ(ierr);
if (user.debug) {
ierr = PetscPrintf(PETSC_COMM_WORLD, "Initial guess\n");CHKERRQ(ierr);
ierr = VecView(u, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
}
ierr = SNESSolve(snes, NULL, u);CHKERRQ(ierr);
ierr = SNESGetIterationNumber(snes, &its);CHKERRQ(ierr);
ierr = PetscPrintf(PETSC_COMM_WORLD, "Number of SNES iterations = %D\n", its);CHKERRQ(ierr);
ierr = DMPlexComputeL2Diff(dm, user.exactFuncs, NULL, u, &error);CHKERRQ(ierr);
if (error < 1.0e-11) {ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Error: < 1.0e-11\n");CHKERRQ(ierr);}
else {ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Error: %g\n", error);CHKERRQ(ierr);}
if (user.showSolution) {
ierr = PetscPrintf(PETSC_COMM_WORLD, "Solution\n");CHKERRQ(ierr);
ierr = VecChop(u, 3.0e-9);CHKERRQ(ierr);
ierr = VecView(u, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
}
} else if (user.runType == RUN_PERF) {
PetscReal res = 0.0;
ierr = SNESComputeFunction(snes, u, r);CHKERRQ(ierr);
ierr = PetscPrintf(PETSC_COMM_WORLD, "Initial Residual\n");CHKERRQ(ierr);
ierr = VecChop(r, 1.0e-10);CHKERRQ(ierr);
ierr = VecNorm(r, NORM_2, &res);CHKERRQ(ierr);
ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Residual: %g\n", res);CHKERRQ(ierr);
} else {
PetscReal res = 0.0;
/* Check discretization error */
ierr = PetscPrintf(PETSC_COMM_WORLD, "Initial guess\n");CHKERRQ(ierr);
ierr = VecView(u, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
ierr = DMPlexComputeL2Diff(dm, user.exactFuncs, NULL, u, &error);CHKERRQ(ierr);
if (error < 1.0e-11) {ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Error: < 1.0e-11\n");CHKERRQ(ierr);}
else {ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Error: %g\n", error);CHKERRQ(ierr);}
/* Check residual */
ierr = SNESComputeFunction(snes, u, r);CHKERRQ(ierr);
ierr = PetscPrintf(PETSC_COMM_WORLD, "Initial Residual\n");CHKERRQ(ierr);
ierr = VecChop(r, 1.0e-10);CHKERRQ(ierr);
ierr = VecView(r, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
ierr = VecNorm(r, NORM_2, &res);CHKERRQ(ierr);
ierr = PetscPrintf(PETSC_COMM_WORLD, "L_2 Residual: %g\n", res);CHKERRQ(ierr);
/* Check Jacobian */
{
Vec b;
ierr = SNESComputeJacobian(snes, u, A, A);CHKERRQ(ierr);
ierr = VecDuplicate(u, &b);CHKERRQ(ierr);
ierr = VecSet(r, 0.0);CHKERRQ(ierr);
ierr = SNESComputeFunction(snes, r, b);CHKERRQ(ierr);
ierr = MatMult(A, u, r);CHKERRQ(ierr);
ierr = VecAXPY(r, 1.0, b);CHKERRQ(ierr);
ierr = VecDestroy(&b);CHKERRQ(ierr);
ierr = PetscPrintf(PETSC_COMM_WORLD, "Au - b = Au + F(0)\n");CHKERRQ(ierr);
ierr = VecChop(r, 1.0e-10);CHKERRQ(ierr);
ierr = VecView(r, PETSC_VIEWER_STDOUT_WORLD);CHKERRQ(ierr);
ierr = VecNorm(r, NORM_2, &res);CHKERRQ(ierr);
ierr = PetscPrintf(PETSC_COMM_WORLD, "Linear L_2 Residual: %g\n", res);CHKERRQ(ierr);
}
}
ierr = VecViewFromOptions(u, NULL, "-vec_view");CHKERRQ(ierr);
if (user.bcType == NEUMANN) {ierr = MatNullSpaceDestroy(&nullSpace);CHKERRQ(ierr);}
if (user.jacobianMF) {ierr = VecDestroy(&userJ.u);CHKERRQ(ierr);}
if (A != J) {ierr = MatDestroy(&A);CHKERRQ(ierr);}
ierr = MatDestroy(&J);CHKERRQ(ierr);
ierr = VecDestroy(&u);CHKERRQ(ierr);
ierr = VecDestroy(&r);CHKERRQ(ierr);
ierr = SNESDestroy(&snes);CHKERRQ(ierr);
ierr = DMDestroy(&dm);CHKERRQ(ierr);
ierr = PetscFree(user.exactFuncs);CHKERRQ(ierr);
ierr = PetscFinalize();
return 0;
}