#include <../src/ksp/ksp/impls/lcd/lcdimpl.h>

static PetscErrorCode KSPSetUp_LCD(KSP ksp)
{
  KSP_LCD *lcd     = (KSP_LCD *)ksp->data;
  PetscInt restart = lcd->restart;

  PetscFunctionBegin;
  /* get work vectors needed by LCD */
  PetscCall(KSPSetWorkVecs(ksp, 2));

  PetscCall(VecDuplicateVecs(ksp->work[0], restart + 1, &lcd->P));
  PetscCall(VecDuplicateVecs(ksp->work[0], restart + 1, &lcd->Q));
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*     KSPSolve_LCD - This routine actually applies the left conjugate
    direction method

   Input Parameter:
.     ksp - the Krylov space object that was set to use LCD, by, for
            example, KSPCreate(MPI_Comm,KSP *ksp); KSPSetType(ksp,KSPLCD);

   Output Parameter:
.     its - number of iterations used

*/
static PetscErrorCode KSPSolve_LCD(KSP ksp)
{
  PetscInt    it, j, max_k;
  PetscScalar alfa, beta, num, den, mone;
  PetscReal   rnorm = 0.0;
  Vec         X, B, R, Z;
  KSP_LCD    *lcd;
  Mat         Amat, Pmat;
  PetscBool   diagonalscale;

  PetscFunctionBegin;
  PetscCall(PCGetDiagonalScale(ksp->pc, &diagonalscale));
  PetscCheck(!diagonalscale, PetscObjectComm((PetscObject)ksp), PETSC_ERR_SUP, "Krylov method %s does not support diagonal scaling", ((PetscObject)ksp)->type_name);

  lcd   = (KSP_LCD *)ksp->data;
  X     = ksp->vec_sol;
  B     = ksp->vec_rhs;
  R     = ksp->work[0];
  Z     = ksp->work[1];
  max_k = lcd->restart;
  mone  = -1;

  PetscCall(PCGetOperators(ksp->pc, &Amat, &Pmat));

  ksp->its = 0;
  if (!ksp->guess_zero) {
    PetscCall(KSP_MatMult(ksp, Amat, X, Z)); /*   z <- b - Ax       */
    PetscCall(VecAYPX(Z, mone, B));
  } else {
    PetscCall(VecCopy(B, Z)); /*     z <- b (x is 0) */
  }

  PetscCall(KSP_PCApply(ksp, Z, R)); /*     r <- M^-1z         */
  if (ksp->normtype != KSP_NORM_NONE) {
    PetscCall(VecNorm(R, NORM_2, &rnorm));
    KSPCheckNorm(ksp, rnorm);
  }
  PetscCall(KSPLogResidualHistory(ksp, rnorm));
  PetscCall(KSPMonitor(ksp, 0, rnorm));
  ksp->rnorm = rnorm;

  /* test for convergence */
  PetscCall((*ksp->converged)(ksp, 0, rnorm, &ksp->reason, ksp->cnvP));
  if (ksp->reason) PetscFunctionReturn(PETSC_SUCCESS);

  PetscCall(VecCopy(R, lcd->P[0]));

  while (!ksp->reason && ksp->its < ksp->max_it) {
    it = 0;
    PetscCall(KSP_MatMult(ksp, Amat, lcd->P[it], Z));
    PetscCall(KSP_PCApply(ksp, Z, lcd->Q[it]));

    while (!ksp->reason && it < max_k && ksp->its < ksp->max_it) {
      ksp->its++;
      PetscCall(VecDot(lcd->P[it], R, &num));
      PetscCall(VecDot(lcd->P[it], lcd->Q[it], &den));
      KSPCheckDot(ksp, den);
      alfa = num / den;
      PetscCall(VecAXPY(X, alfa, lcd->P[it]));
      PetscCall(VecAXPY(R, -alfa, lcd->Q[it]));
      if (ksp->normtype != KSP_NORM_NONE) {
        PetscCall(VecNorm(R, NORM_2, &rnorm));
        KSPCheckNorm(ksp, rnorm);
      }

      ksp->rnorm = rnorm;
      PetscCall(KSPLogResidualHistory(ksp, rnorm));
      PetscCall(KSPMonitor(ksp, ksp->its, rnorm));
      PetscCall((*ksp->converged)(ksp, ksp->its, rnorm, &ksp->reason, ksp->cnvP));

      if (ksp->reason) break;

      PetscCall(VecCopy(R, lcd->P[it + 1]));
      PetscCall(KSP_MatMult(ksp, Amat, lcd->P[it + 1], Z));
      PetscCall(KSP_PCApply(ksp, Z, lcd->Q[it + 1]));

      for (j = 0; j <= it; j++) {
        PetscCall(VecDot(lcd->P[j], lcd->Q[it + 1], &num));
        KSPCheckDot(ksp, num);
        PetscCall(VecDot(lcd->P[j], lcd->Q[j], &den));
        beta = -num / den;
        PetscCall(VecAXPY(lcd->P[it + 1], beta, lcd->P[j]));
        PetscCall(VecAXPY(lcd->Q[it + 1], beta, lcd->Q[j]));
      }
      it++;
    }
    PetscCall(VecCopy(lcd->P[it], lcd->P[0]));
  }
  if (ksp->its >= ksp->max_it && !ksp->reason) ksp->reason = KSP_DIVERGED_ITS;
  PetscCall(VecCopy(X, ksp->vec_sol));
  PetscFunctionReturn(PETSC_SUCCESS);
}
/*
       KSPDestroy_LCD - Frees all memory space used by the Krylov method

*/
static PetscErrorCode KSPReset_LCD(KSP ksp)
{
  KSP_LCD *lcd = (KSP_LCD *)ksp->data;

  PetscFunctionBegin;
  if (lcd->P) PetscCall(VecDestroyVecs(lcd->restart + 1, &lcd->P));
  if (lcd->Q) PetscCall(VecDestroyVecs(lcd->restart + 1, &lcd->Q));
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode KSPDestroy_LCD(KSP ksp)
{
  PetscFunctionBegin;
  PetscCall(KSPReset_LCD(ksp));
  PetscCall(PetscFree(ksp->data));
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*
     KSPView_LCD - Prints information about the current Krylov method being used

      Currently this only prints information to a file (or stdout) about the
      symmetry of the problem. If your Krylov method has special options or
      flags that information should be printed here.

*/
static PetscErrorCode KSPView_LCD(KSP ksp, PetscViewer viewer)
{
  KSP_LCD  *lcd = (KSP_LCD *)ksp->data;
  PetscBool isascii;

  PetscFunctionBegin;
  PetscCall(PetscObjectTypeCompare((PetscObject)viewer, PETSCVIEWERASCII, &isascii));
  if (isascii) {
    PetscCall(PetscViewerASCIIPrintf(viewer, "  restart=%" PetscInt_FMT "\n", lcd->restart));
    PetscCall(PetscViewerASCIIPrintf(viewer, "  happy breakdown tolerance=%g\n", (double)lcd->haptol));
  }
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*
    KSPSetFromOptions_LCD - Checks the options database for options related to the
                            LCD method.
*/
static PetscErrorCode KSPSetFromOptions_LCD(KSP ksp, PetscOptionItems PetscOptionsObject)
{
  PetscBool flg;
  KSP_LCD  *lcd = (KSP_LCD *)ksp->data;

  PetscFunctionBegin;
  PetscOptionsHeadBegin(PetscOptionsObject, "KSP LCD options");
  PetscCall(PetscOptionsBoundedInt("-ksp_lcd_restart", "Number of vectors conjugate", "KSPLCDSetRestart", lcd->restart, &lcd->restart, &flg, 1));
  PetscCall(PetscOptionsBoundedReal("-ksp_lcd_haptol", "Tolerance for exact convergence (happy breakdown)", "KSPLCDSetHapTol", lcd->haptol, &lcd->haptol, &flg, 0.0));
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*MC
   KSPLCD -  Implements the LCD (left conjugate direction) method

   Options Database Keys:
+  -ksp_lcd_restart - number of vectors conjugate
-  -ksp_lcd_haptol  - tolerance for exact convergence (happy breakdown)

   Level: beginner

   Notes:
   Support only for left preconditioning

   See {cite}`yuan2004semi`, {cite}`dai2004study`, {cite}`catabriga2004evaluating`, and {cite}`catabriga2006performance`

   Contributed by:
   Lucia Catabriga <luciac@ices.utexas.edu>

.seealso: [](ch_ksp), `KSPCreate()`, `KSPSetType()`, `KSPType`, `KSP`, `KSPCG`,
          `KSPCGSetType()`, `KSPLCDSetRestart()`, `KSPLCDSetHapTol()`
M*/

PETSC_EXTERN PetscErrorCode KSPCreate_LCD(KSP ksp)
{
  KSP_LCD *lcd;

  PetscFunctionBegin;
  PetscCall(PetscNew(&lcd));
  ksp->data = (void *)lcd;
  PetscCall(KSPSetSupportedNorm(ksp, KSP_NORM_NONE, PC_LEFT, 1));
  PetscCall(KSPSetSupportedNorm(ksp, KSP_NORM_PRECONDITIONED, PC_LEFT, 3));
  lcd->restart = 30;
  lcd->haptol  = 1.0e-30;

  /*
       Sets the functions that are associated with this data structure
       (in C++ this is the same as defining virtual functions)
  */
  ksp->ops->setup          = KSPSetUp_LCD;
  ksp->ops->solve          = KSPSolve_LCD;
  ksp->ops->reset          = KSPReset_LCD;
  ksp->ops->destroy        = KSPDestroy_LCD;
  ksp->ops->view           = KSPView_LCD;
  ksp->ops->setfromoptions = KSPSetFromOptions_LCD;
  ksp->ops->buildsolution  = KSPBuildSolutionDefault;
  ksp->ops->buildresidual  = KSPBuildResidualDefault;
  PetscFunctionReturn(PETSC_SUCCESS);
}
