xref: /petsc/src/dm/impls/swarm/tests/ex7.c (revision 9371c9d470a9602b6d10a8bf50c9b2280a79e45a)

static char help[] = "Example program demonstrating projection between particle and finite element spaces using OpenMP in 2D cylindrical coordinates\n";

#include "petscdmplex.h"
#include "petscds.h"
#include "petscdmswarm.h"
#include "petscksp.h"
#include <petsc/private/petscimpl.h>
#if defined(PETSC_HAVE_OPENMP) && defined(PETSC_HAVE_THREADSAFETY)
#include <omp.h>
#endif

typedef struct {
  Mat MpTrans;
  Mat Mp;
  Vec ff;
  Vec uu;
} MatShellCtx;

PetscErrorCode MatMultMtM_SeqAIJ(Mat MtM, Vec xx, Vec yy) {
  MatShellCtx *matshellctx;

  PetscFunctionBeginUser;
  PetscCall(MatShellGetContext(MtM, &matshellctx));
  PetscCheck(matshellctx, PETSC_COMM_WORLD, PETSC_ERR_ARG_OUTOFRANGE, "No context");
  PetscCall(MatMult(matshellctx->Mp, xx, matshellctx->ff));
  PetscCall(MatMult(matshellctx->MpTrans, matshellctx->ff, yy));
  PetscFunctionReturn(0);
}

PetscErrorCode MatMultAddMtM_SeqAIJ(Mat MtM, Vec xx, Vec yy, Vec zz) {
  MatShellCtx *matshellctx;

  PetscFunctionBeginUser;
  PetscCall(MatShellGetContext(MtM, &matshellctx));
  PetscCheck(matshellctx, PETSC_COMM_WORLD, PETSC_ERR_ARG_OUTOFRANGE, "No context");
  PetscCall(MatMult(matshellctx->Mp, xx, matshellctx->ff));
  PetscCall(MatMultAdd(matshellctx->MpTrans, matshellctx->ff, yy, zz));
  PetscFunctionReturn(0);
}

PetscErrorCode createSwarm(const DM dm, DM *sw) {
  PetscInt Nc = 1, dim = 2;

  PetscFunctionBeginUser;
  PetscCall(DMCreate(PETSC_COMM_SELF, sw));
  PetscCall(DMSetType(*sw, DMSWARM));
  PetscCall(DMSetDimension(*sw, dim));
  PetscCall(DMSwarmSetType(*sw, DMSWARM_PIC));
  PetscCall(DMSwarmSetCellDM(*sw, dm));
  PetscCall(DMSwarmRegisterPetscDatatypeField(*sw, "w_q", Nc, PETSC_SCALAR));
  PetscCall(DMSwarmFinalizeFieldRegister(*sw));
  PetscCall(DMSetFromOptions(*sw));
  PetscFunctionReturn(0);
}

PetscErrorCode gridToParticles(const DM dm, DM sw, PetscReal *moments, Vec rhs, Mat M_p) {
  PetscBool     is_lsqr;
  KSP           ksp;
  Mat           PM_p = NULL, MtM, D;
  Vec           ff;
  PetscInt      Np, timestep = 0, bs, N, M, nzl;
  PetscReal     time = 0.0;
  PetscDataType dtype;
  MatShellCtx  *matshellctx;

  PetscFunctionBeginUser;
  PetscCall(KSPCreate(PETSC_COMM_SELF, &ksp));
  PetscCall(KSPSetOptionsPrefix(ksp, "ftop_"));
  PetscCall(KSPSetFromOptions(ksp));
  PetscCall(PetscObjectTypeCompare((PetscObject)ksp, KSPLSQR, &is_lsqr));
  if (!is_lsqr) {
    PetscCall(MatGetLocalSize(M_p, &M, &N));
    if (N > M) {
      PC pc;
      PetscCall(PetscInfo(ksp, " M (%" PetscInt_FMT ") < M (%" PetscInt_FMT ") -- skip revert to lsqr\n", M, N));
      is_lsqr = PETSC_TRUE;
      PetscCall(KSPSetType(ksp, KSPLSQR));
      PetscCall(KSPGetPC(ksp, &pc));
      PetscCall(PCSetType(pc, PCNONE)); // could put in better solver -ftop_pc_type bjacobi -ftop_sub_pc_type lu -ftop_sub_pc_factor_shift_type nonzero
    } else {
      PetscCall(PetscNew(&matshellctx));
      PetscCall(MatCreateShell(PetscObjectComm((PetscObject)dm), N, N, PETSC_DECIDE, PETSC_DECIDE, matshellctx, &MtM));
      PetscCall(MatTranspose(M_p, MAT_INITIAL_MATRIX, &matshellctx->MpTrans));
      matshellctx->Mp = M_p;
      PetscCall(MatShellSetOperation(MtM, MATOP_MULT, (void (*)(void))MatMultMtM_SeqAIJ));
      PetscCall(MatShellSetOperation(MtM, MATOP_MULT_ADD, (void (*)(void))MatMultAddMtM_SeqAIJ));
      PetscCall(MatCreateVecs(M_p, &matshellctx->uu, &matshellctx->ff));
      PetscCall(MatCreateSeqAIJ(PETSC_COMM_SELF, N, N, 1, NULL, &D));
      for (int i = 0; i < N; i++) {
        const PetscScalar *vals;
        const PetscInt    *cols;
        PetscScalar        dot = 0;
        PetscCall(MatGetRow(matshellctx->MpTrans, i, &nzl, &cols, &vals));
        for (int ii = 0; ii < nzl; ii++) dot += PetscSqr(vals[ii]);
        PetscCheck(dot != 0.0, PETSC_COMM_WORLD, PETSC_ERR_ARG_OUTOFRANGE, "Row %d is empty", i);
        PetscCall(MatSetValue(D, i, i, dot, INSERT_VALUES));
      }
      PetscCall(MatAssemblyBegin(D, MAT_FINAL_ASSEMBLY));
      PetscCall(MatAssemblyEnd(D, MAT_FINAL_ASSEMBLY));
      PetscInfo(M_p, "createMtMKSP Have %" PetscInt_FMT " eqs, nzl = %" PetscInt_FMT "\n", N, nzl);
      PetscCall(KSPSetOperators(ksp, MtM, D));
      PetscCall(MatViewFromOptions(D, NULL, "-ftop2_D_mat_view"));
      PetscCall(MatViewFromOptions(M_p, NULL, "-ftop2_Mp_mat_view"));
      PetscCall(MatViewFromOptions(matshellctx->MpTrans, NULL, "-ftop2_MpTranspose_mat_view"));
    }
  }
  if (is_lsqr) {
    PC        pc;
    PetscBool is_bjac;
    PetscCall(KSPGetPC(ksp, &pc));
    PetscCall(PetscObjectTypeCompare((PetscObject)pc, PCBJACOBI, &is_bjac));
    if (is_bjac) {
      PetscCall(DMSwarmCreateMassMatrixSquare(sw, dm, &PM_p));
      PetscCall(KSPSetOperators(ksp, M_p, PM_p));
    } else {
      PetscCall(KSPSetOperators(ksp, M_p, M_p));
    }
  }
  PetscCall(DMSwarmCreateGlobalVectorFromField(sw, "w_q", &ff)); // this grabs access !!!!!
  if (!is_lsqr) {
    PetscCall(KSPSolve(ksp, rhs, matshellctx->uu));
    PetscCall(MatMult(M_p, matshellctx->uu, ff));
    PetscCall(MatDestroy(&matshellctx->MpTrans));
    PetscCall(VecDestroy(&matshellctx->ff));
    PetscCall(VecDestroy(&matshellctx->uu));
    PetscCall(MatDestroy(&D));
    PetscCall(MatDestroy(&MtM));
    PetscCall(PetscFree(matshellctx));
  } else {
    PetscCall(KSPSolveTranspose(ksp, rhs, ff));
  }
  PetscCall(KSPDestroy(&ksp));
  /* Visualize particle field */
  PetscCall(DMSetOutputSequenceNumber(sw, timestep, time));
  PetscCall(VecViewFromOptions(ff, NULL, "-weights_view"));
  PetscCall(DMSwarmDestroyGlobalVectorFromField(sw, "w_q", &ff));

  /* compute energy */
  if (moments) {
    PetscReal *wq, *coords;
    PetscCall(DMSwarmGetLocalSize(sw, &Np));
    PetscCall(DMSwarmGetField(sw, "w_q", &bs, &dtype, (void **)&wq));
    PetscCall(DMSwarmGetField(sw, "DMSwarmPIC_coor", &bs, &dtype, (void **)&coords));
    moments[0] = moments[1] = moments[2] = 0;
    for (int p = 0; p < Np; p++) {
      moments[0] += wq[p];
      moments[1] += wq[p] * coords[p * 2 + 0]; // x-momentum
      moments[2] += wq[p] * (PetscSqr(coords[p * 2 + 0]) + PetscSqr(coords[p * 2 + 1]));
    }
    PetscCall(DMSwarmRestoreField(sw, "DMSwarmPIC_coor", &bs, &dtype, (void **)&coords));
    PetscCall(DMSwarmRestoreField(sw, "w_q", &bs, &dtype, (void **)&wq));
  }
  PetscCall(MatDestroy(&PM_p));
  PetscFunctionReturn(0);
}

PetscErrorCode particlesToGrid(const DM dm, DM sw, const PetscInt Np, const PetscInt a_tid, const PetscInt dim, const PetscInt target, const PetscReal xx[], const PetscReal yy[], const PetscReal a_wp[], Vec rho, Mat *Mp_out) {
  PetscBool     removePoints = PETSC_TRUE;
  PetscReal    *wq, *coords;
  PetscDataType dtype;
  Mat           M_p;
  Vec           ff;
  PetscInt      bs, p, zero = 0;

  PetscFunctionBeginUser;
  PetscCall(DMSwarmSetLocalSizes(sw, Np, zero));
  PetscCall(DMSwarmGetField(sw, "w_q", &bs, &dtype, (void **)&wq));
  PetscCall(DMSwarmGetField(sw, "DMSwarmPIC_coor", &bs, &dtype, (void **)&coords));
  for (p = 0; p < Np; p++) {
    coords[p * 2 + 0] = xx[p];
    coords[p * 2 + 1] = yy[p];
    wq[p]             = a_wp[p];
  }
  PetscCall(DMSwarmRestoreField(sw, "DMSwarmPIC_coor", &bs, &dtype, (void **)&coords));
  PetscCall(DMSwarmRestoreField(sw, "w_q", &bs, &dtype, (void **)&wq));
  PetscCall(DMSwarmMigrate(sw, removePoints));
  PetscCall(PetscObjectSetName((PetscObject)sw, "Particle Grid"));
  if (a_tid == target) PetscCall(DMViewFromOptions(sw, NULL, "-swarm_view"));

  /* Project particles to field */
  /* This gives M f = \int_\Omega \phi f, which looks like a rhs for a PDE */
  PetscCall(DMCreateMassMatrix(sw, dm, &M_p));
  PetscCall(PetscObjectSetName((PetscObject)rho, "rho"));

  PetscCall(DMSwarmCreateGlobalVectorFromField(sw, "w_q", &ff)); // this grabs access !!!!!
  PetscCall(PetscObjectSetName((PetscObject)ff, "weights"));
  PetscCall(MatMultTranspose(M_p, ff, rho));
  PetscCall(DMSwarmDestroyGlobalVectorFromField(sw, "w_q", &ff));

  /* Visualize mesh field */
  if (a_tid == target) PetscCall(VecViewFromOptions(rho, NULL, "-rho_view"));
  // output
  *Mp_out = M_p;

  PetscFunctionReturn(0);
}
static PetscErrorCode maxwellian(PetscInt dim, const PetscReal x[], PetscReal kt_m, PetscReal n, PetscScalar *u) {
  PetscInt  i;
  PetscReal v2 = 0, theta = 2 * kt_m; /* theta = 2kT/mc^2 */

  PetscFunctionBegin;
  /* compute the exponents, v^2 */
  for (i = 0; i < dim; ++i) v2 += x[i] * x[i];
  /* evaluate the Maxwellian */
  u[0] = n * PetscPowReal(PETSC_PI * theta, -1.5) * (PetscExpReal(-v2 / theta)) * 2. * PETSC_PI * x[1]; // radial term for 2D axi-sym.
  PetscFunctionReturn(0);
}

#define MAX_NUM_THRDS 12
PetscErrorCode go() {
  DM        dm_t[MAX_NUM_THRDS], sw_t[MAX_NUM_THRDS];
  PetscFE   fe;
  PetscInt  dim = 2, Nc = 1, i, faces[3];
  PetscInt  Np[2] = {10, 10}, Np2[2], field = 0, target = 0, Np_t[MAX_NUM_THRDS];
  PetscReal moments_0[3], moments_1[3], vol = 1;
  PetscReal lo[3] = {-5, 0, -5}, hi[3] = {5, 5, 5}, h[3], hp[3], *xx_t[MAX_NUM_THRDS], *yy_t[MAX_NUM_THRDS], *wp_t[MAX_NUM_THRDS];
  Vec       rho_t[MAX_NUM_THRDS], rhs_t[MAX_NUM_THRDS];
  Mat       M_p_t[MAX_NUM_THRDS];
#if defined PETSC_USE_LOG
  PetscLogStage stage;
  PetscLogEvent swarm_create_ev, solve_ev, solve_loop_ev;
#endif
#if defined(PETSC_HAVE_OPENMP) && defined(PETSC_HAVE_THREADSAFETY)
  PetscInt numthreads = PetscNumOMPThreads;
#else
  PetscInt numthreads = 1;
#endif

  PetscFunctionBeginUser;
#if defined(PETSC_HAVE_OPENMP) && defined(PETSC_HAVE_THREADSAFETY)
  PetscCheck(numthreads <= MAX_NUM_THRDS, PETSC_COMM_WORLD, PETSC_ERR_ARG_OUTOFRANGE, "Too many threads %" PetscInt_FMT " > %d", numthreads, MAX_NUM_THRDS);
  PetscCheck(numthreads > 0, PETSC_COMM_WORLD, PETSC_ERR_ARG_OUTOFRANGE, "No threads %" PetscInt_FMT " > %d", numthreads, MAX_NUM_THRDS);
#endif
  if (target >= numthreads) target = numthreads - 1;
  PetscCall(PetscLogEventRegister("Create Swarm", DM_CLASSID, &swarm_create_ev));
  PetscCall(PetscLogEventRegister("Single solve", DM_CLASSID, &solve_ev));
  PetscCall(PetscLogEventRegister("Solve loop", DM_CLASSID, &solve_loop_ev));
  PetscCall(PetscLogStageRegister("Solve", &stage));
  i = dim;
  PetscCall(PetscOptionsGetIntArray(NULL, NULL, "-dm_plex_box_faces", faces, &i, NULL));
  i = dim;
  PetscCall(PetscOptionsGetIntArray(NULL, NULL, "-np", Np, &i, NULL));
  /* Create thread meshes */
  for (int tid = 0; tid < numthreads; tid++) {
    // setup mesh dm_t, could use PETSc's Landau create velocity space mesh here to get dm_t[tid]
    PetscCall(DMCreate(PETSC_COMM_SELF, &dm_t[tid]));
    PetscCall(DMSetType(dm_t[tid], DMPLEX));
    PetscCall(DMSetFromOptions(dm_t[tid]));
    PetscCall(PetscFECreateDefault(PETSC_COMM_SELF, dim, Nc, PETSC_FALSE, "", PETSC_DECIDE, &fe));
    PetscCall(PetscFESetFromOptions(fe));
    PetscCall(PetscObjectSetName((PetscObject)fe, "fe"));
    PetscCall(DMSetField(dm_t[tid], field, NULL, (PetscObject)fe));
    PetscCall(DMCreateDS(dm_t[tid]));
    PetscCall(PetscFEDestroy(&fe));
    // helper vectors
    PetscCall(DMCreateGlobalVector(dm_t[tid], &rho_t[tid]));
    PetscCall(DMCreateGlobalVector(dm_t[tid], &rhs_t[tid]));
    // this mimics application code
    PetscCall(DMGetBoundingBox(dm_t[tid], lo, hi));
    if (tid == target) {
      PetscCall(DMViewFromOptions(dm_t[tid], NULL, "-dm_view"));
      for (i = 0, vol = 1; i < dim; i++) {
        h[i]  = (hi[i] - lo[i]) / faces[i];
        hp[i] = (hi[i] - lo[i]) / Np[i];
        vol *= (hi[i] - lo[i]);
        PetscCall(PetscInfo(dm_t[tid], " lo = %g hi = %g n = %" PetscInt_FMT " h = %g hp = %g\n", (double)lo[i], (double)hi[i], faces[i], (double)h[i], (double)hp[i]));
      }
    }
  }
  // prepare particle data for problems. This mimics application code
  PetscCall(PetscLogEventBegin(swarm_create_ev, 0, 0, 0, 0));
  Np2[0] = Np[0];
  Np2[1] = Np[1];
  for (int tid = 0; tid < numthreads; tid++) { // change size of particle list a little
    Np_t[tid] = Np2[0] * Np2[1];
    PetscCall(PetscMalloc3(Np_t[tid], &xx_t[tid], Np_t[tid], &yy_t[tid], Np_t[tid], &wp_t[tid]));
    if (tid == target) { moments_0[0] = moments_0[1] = moments_0[2] = 0; }
    for (int pi = 0, pp = 0; pi < Np2[0]; pi++) {
      for (int pj = 0; pj < Np2[1]; pj++, pp++) {
        xx_t[tid][pp] = lo[0] + hp[0] / 2. + pi * hp[0];
        yy_t[tid][pp] = lo[1] + hp[1] / 2. + pj * hp[1];
        {
          PetscReal x[] = {xx_t[tid][pp], yy_t[tid][pp]};
          PetscCall(maxwellian(2, x, 1.0, vol / (PetscReal)Np_t[tid], &wp_t[tid][pp]));
        }
        if (tid == target) { //energy_0 += wp_t[tid][pp]*(PetscSqr(xx_t[tid][pp])+PetscSqr(yy_t[tid][pp]));
          moments_0[0] += wp_t[tid][pp];
          moments_0[1] += wp_t[tid][pp] * xx_t[tid][pp]; // x-momentum
          moments_0[2] += wp_t[tid][pp] * (PetscSqr(xx_t[tid][pp]) + PetscSqr(yy_t[tid][pp]));
        }
      }
    }
    Np2[0]++;
    Np2[1]++;
  }
  PetscCall(PetscLogEventEnd(swarm_create_ev, 0, 0, 0, 0));
  PetscCall(PetscLogEventBegin(solve_ev, 0, 0, 0, 0));
  /* Create particle swarm */
  PetscPragmaOMP(parallel for)
  for (int tid=0; tid<numthreads; tid++) {
    PetscCallAbort(PETSC_COMM_SELF, createSwarm(dm_t[tid], &sw_t[tid]));
  }
  PetscPragmaOMP(parallel for)
  for (int tid=0; tid<numthreads; tid++) {
    PetscCallAbort(PETSC_COMM_SELF, particlesToGrid(dm_t[tid], sw_t[tid], Np_t[tid], tid, dim, target, xx_t[tid], yy_t[tid], wp_t[tid], rho_t[tid], &M_p_t[tid]));
  }
  /* Project field to particles */
  /*   This gives f_p = M_p^+ M f */
  PetscPragmaOMP(parallel for)
  for (int tid=0; tid<numthreads; tid++) {
    PetscCallAbort(PETSC_COMM_SELF, VecCopy(rho_t[tid], rhs_t[tid])); /* Identity: M^1 M rho */
  }
  PetscPragmaOMP(parallel for)
  for (int tid=0; tid<numthreads; tid++) {
    PetscCallAbort(PETSC_COMM_SELF, gridToParticles(dm_t[tid], sw_t[tid], (tid == target) ? moments_1 : NULL, rhs_t[tid], M_p_t[tid]));
  }
  /* Cleanup */
  for (int tid = 0; tid < numthreads; tid++) {
    PetscCall(MatDestroy(&M_p_t[tid]));
    PetscCall(DMDestroy(&sw_t[tid]));
  }
  PetscCall(PetscLogEventEnd(solve_ev, 0, 0, 0, 0));
  //
  PetscCall(PetscPrintf(PETSC_COMM_SELF, "Total number density: %20.12e (%20.12e); x-momentum = %g (%g); energy = %g error = %e, %" PetscInt_FMT " particles. Use %" PetscInt_FMT " threads\n", (double)moments_1[0], (double)moments_0[0], (double)moments_1[1], (double)moments_0[1], (double)moments_1[2], (double)((moments_1[2] - moments_0[2]) / moments_0[2]), Np[0] * Np[1], numthreads));
  /* Cleanup */
  for (int tid = 0; tid < numthreads; tid++) {
    PetscCall(VecDestroy(&rho_t[tid]));
    PetscCall(VecDestroy(&rhs_t[tid]));
    PetscCall(DMDestroy(&dm_t[tid]));
    PetscCall(PetscFree3(xx_t[tid], yy_t[tid], wp_t[tid]));
  }
  PetscFunctionReturn(0);
}

int main(int argc, char **argv) {
  PetscFunctionBeginUser;
  PetscCall(PetscInitialize(&argc, &argv, NULL, help));
  PetscCall(go());
  PetscCall(PetscFinalize());
  return 0;
}

/*TEST

  build:
    requires: !complex

  test:
    suffix: 0
    requires: double triangle
    args: -dm_plex_simplex 0 -dm_plex_box_faces 8,4 -np 10 -dm_plex_box_lower -2.0,0.0 -dm_plex_box_upper 2.0,2.0 -petscspace_degree 2 -ftop_ksp_type lsqr -ftop_pc_type none -dm_view -ftop_ksp_converged_reason -ftop_ksp_rtol 1.e-14
    filter: grep -v DM_ | grep -v atomic

  test:
    suffix: 1
    requires: double triangle
    args: -dm_plex_simplex 0 -dm_plex_box_faces 8,4 -np 10 -dm_plex_box_lower -2.0,0.0 -dm_plex_box_upper 2.0,2.0 -petscspace_degree 2 -dm_plex_hash_location -ftop_ksp_type lsqr -ftop_pc_type bjacobi -ftop_sub_pc_type lu -ftop_sub_pc_factor_shift_type nonzero -dm_view -ftop_ksp_converged_reason -ftop_ksp_rtol 1.e-14
    filter: grep -v DM_ | grep -v atomic

  test:
    suffix: 2
    requires: double triangle
    args: -dm_plex_simplex 0 -dm_plex_box_faces 8,4 -np 10 -dm_plex_box_lower -2.0,0.0 -dm_plex_box_upper 2.0,2.0 -petscspace_degree 2 -dm_plex_hash_location -ftop_ksp_type cg -ftop_pc_type jacobi -dm_view -ftop_ksp_converged_reason -ftop_ksp_rtol 1.e-14
    filter: grep -v DM_ | grep -v atomic

TEST*/