xref: /petsc/src/mat/tests/ex202.c (revision 732aec7a18f2199fb53bb9a2f3aef439a834ce31)

static char help[] = "Tests the use of MatTranspose_Nest and MatMatMult_Nest_Dense\n";

#include <petscmat.h>

PetscErrorCode TestInitialMatrix(void)
{
  const PetscInt nr = 2, nc = 3, nk = 10;
  PetscInt       n, N, m, M;
  const PetscInt arow[2 * 3] = {2, 2, 2, 3, 3, 3};
  const PetscInt acol[2 * 3] = {3, 2, 4, 3, 2, 4};
  Mat            A, Atranspose, B, C;
  Mat            subs[2 * 3], **block;
  Vec            x, y, Ax, ATy;
  PetscInt       i, j;
  PetscScalar    dot1, dot2, zero = 0.0, one = 1.0, *valsB, *valsC;
  PetscReal      norm;
  PetscRandom    rctx;
  PetscBool      equal;

  PetscFunctionBegin;
  PetscCall(PetscRandomCreate(PETSC_COMM_WORLD, &rctx));
  /* Force the random numbers to have imaginary part 0 so printed results are the same for --with-scalar-type=real or --with-scalar-type=complex */
  PetscCall(PetscRandomSetInterval(rctx, zero, one));
  PetscCall(PetscRandomSetFromOptions(rctx));
  for (i = 0; i < (nr * nc); i++) PetscCall(MatCreateSeqDense(PETSC_COMM_WORLD, arow[i], acol[i], NULL, &subs[i]));
  PetscCall(MatCreateNest(PETSC_COMM_WORLD, nr, NULL, nc, NULL, subs, &A));
  PetscCall(MatCreateVecs(A, &x, NULL));
  PetscCall(MatCreateVecs(A, NULL, &y));
  PetscCall(VecDuplicate(x, &ATy));
  PetscCall(VecDuplicate(y, &Ax));
  PetscCall(MatSetRandom(A, rctx));
  PetscCall(MatTranspose(A, MAT_INITIAL_MATRIX, &Atranspose));

  PetscCall(MatView(A, PETSC_VIEWER_STDOUT_WORLD));
  PetscCall(MatNestGetSubMats(A, NULL, NULL, &block));
  for (i = 0; i < nr; i++) {
    for (j = 0; j < nc; j++) PetscCall(MatView(block[i][j], PETSC_VIEWER_STDOUT_WORLD));
  }

  PetscCall(MatView(Atranspose, PETSC_VIEWER_STDOUT_WORLD));
  PetscCall(MatNestGetSubMats(Atranspose, NULL, NULL, &block));
  for (i = 0; i < nc; i++) {
    for (j = 0; j < nr; j++) PetscCall(MatView(block[i][j], PETSC_VIEWER_STDOUT_WORLD));
  }

  /* Check <Ax, y> = <x, A^Ty> */
  for (i = 0; i < 10; i++) {
    PetscCall(VecSetRandom(x, rctx));
    PetscCall(VecSetRandom(y, rctx));

    PetscCall(MatMult(A, x, Ax));
    PetscCall(VecDot(Ax, y, &dot1));
    PetscCall(MatMult(Atranspose, y, ATy));
    PetscCall(VecDot(ATy, x, &dot2));

    PetscCall(PetscPrintf(PETSC_COMM_WORLD, "<Ax, y> = %g\n", (double)PetscRealPart(dot1)));
    PetscCall(PetscPrintf(PETSC_COMM_WORLD, "<x, A^Ty> = %g\n", (double)PetscRealPart(dot2)));
  }
  PetscCall(VecDestroy(&x));
  PetscCall(VecDestroy(&y));
  PetscCall(VecDestroy(&Ax));

  PetscCall(MatCreateSeqDense(PETSC_COMM_WORLD, acol[0] + acol[nr] + acol[2 * nr], nk, NULL, &B));
  PetscCall(MatSetRandom(B, rctx));
  PetscCall(MatMatMult(A, B, MAT_INITIAL_MATRIX, PETSC_DETERMINE, &C));
  PetscCall(MatMatMult(A, B, MAT_REUSE_MATRIX, PETSC_DETERMINE, &C));
  PetscCall(MatMatMultEqual(A, B, C, 10, &equal));
  PetscCheck(equal, PETSC_COMM_WORLD, PETSC_ERR_PLIB, "Error in C != A*B");

  PetscCall(MatGetSize(A, &M, &N));
  PetscCall(MatGetLocalSize(A, &m, &n));
  for (i = 0; i < nk; i++) {
    PetscCall(MatDenseGetColumn(B, i, &valsB));
    PetscCall(VecCreateMPIWithArray(PETSC_COMM_WORLD, 1, n, N, valsB, &x));
    PetscCall(MatCreateVecs(A, NULL, &Ax));
    PetscCall(MatMult(A, x, Ax));
    PetscCall(VecDestroy(&x));
    PetscCall(MatDenseGetColumn(C, i, &valsC));
    PetscCall(VecCreateMPIWithArray(PETSC_COMM_WORLD, 1, m, M, valsC, &y));
    PetscCall(VecAXPY(y, -1.0, Ax));
    PetscCall(VecDestroy(&Ax));
    PetscCall(VecDestroy(&y));
    PetscCall(MatDenseRestoreColumn(C, &valsC));
    PetscCall(MatDenseRestoreColumn(B, &valsB));
  }
  PetscCall(MatNorm(C, NORM_INFINITY, &norm));
  PetscCheck(norm <= PETSC_SMALL, PETSC_COMM_WORLD, PETSC_ERR_PLIB, "Error in MatMatMult(): %g", (double)norm);
  PetscCall(MatDestroy(&C));
  PetscCall(MatDestroy(&B));

  for (i = 0; i < (nr * nc); i++) PetscCall(MatDestroy(&subs[i]));
  PetscCall(MatDestroy(&A));
  PetscCall(MatDestroy(&Atranspose));
  PetscCall(VecDestroy(&ATy));
  PetscCall(PetscRandomDestroy(&rctx));
  PetscFunctionReturn(PETSC_SUCCESS);
}

PetscErrorCode TestReuseMatrix(void)
{
  const PetscInt n = 2;
  Mat            A;
  Mat            subs[2 * 2], **block;
  PetscInt       i, j;
  PetscRandom    rctx;
  PetscScalar    zero = 0.0, one = 1.0;

  PetscFunctionBegin;
  PetscCall(PetscRandomCreate(PETSC_COMM_WORLD, &rctx));
  PetscCall(PetscRandomSetInterval(rctx, zero, one));
  PetscCall(PetscRandomSetFromOptions(rctx));
  for (i = 0; i < (n * n); i++) PetscCall(MatCreateSeqDense(PETSC_COMM_WORLD, n, n, NULL, &subs[i]));
  PetscCall(MatCreateNest(PETSC_COMM_WORLD, n, NULL, n, NULL, subs, &A));
  PetscCall(MatSetRandom(A, rctx));

  PetscCall(MatView(A, PETSC_VIEWER_STDOUT_WORLD));
  PetscCall(MatNestGetSubMats(A, NULL, NULL, &block));
  for (i = 0; i < n; i++) {
    for (j = 0; j < n; j++) PetscCall(MatView(block[i][j], PETSC_VIEWER_STDOUT_WORLD));
  }
  PetscCall(MatTranspose(A, MAT_INPLACE_MATRIX, &A));
  PetscCall(MatView(A, PETSC_VIEWER_STDOUT_WORLD));
  PetscCall(MatNestGetSubMats(A, NULL, NULL, &block));
  for (i = 0; i < n; i++) {
    for (j = 0; j < n; j++) PetscCall(MatView(block[i][j], PETSC_VIEWER_STDOUT_WORLD));
  }

  for (i = 0; i < (n * n); i++) PetscCall(MatDestroy(&subs[i]));
  PetscCall(MatDestroy(&A));
  PetscCall(PetscRandomDestroy(&rctx));
  PetscFunctionReturn(PETSC_SUCCESS);
}

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

/*TEST

   test:
      args: -malloc_dump

TEST*/