/*
   - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
   SLEPc - Scalable Library for Eigenvalue Problem Computations
   Copyright (c) 2002-2018, Universitat Politecnica de Valencia, Spain

   This file is part of SLEPc.
   SLEPc is distributed under a 2-clause BSD license (see LICENSE).
   - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
*/

static char help[] = "Test block orthogonalization on a rank-deficient BV.\n\n";

#include <slepcbv.h>

int main(int argc,char **argv)
{
  PetscErrorCode ierr;
  BV             X,Z;
  Mat            M,R;
  Vec            v,w,t;
  PetscInt       i,j,n=20,k=8;
  PetscViewer    view;
  PetscBool      verbose;
  PetscReal      norm;
  PetscScalar    alpha;

  ierr = SlepcInitialize(&argc,&argv,(char*)0,help);if (ierr) return ierr;
  ierr = PetscOptionsGetInt(NULL,NULL,"-n",&n,NULL);CHKERRQ(ierr);
  ierr = PetscOptionsGetInt(NULL,NULL,"-k",&k,NULL);CHKERRQ(ierr);
  ierr = PetscOptionsHasName(NULL,NULL,"-verbose",&verbose);CHKERRQ(ierr);
  ierr = PetscPrintf(PETSC_COMM_WORLD,"Test BV block orthogonalization (length %D, k=%D).\n",n,k);CHKERRQ(ierr);
  if (k<6) SETERRQ(PETSC_COMM_WORLD,1,"k must be at least 6");

  /* Create template vector */
  ierr = VecCreate(PETSC_COMM_WORLD,&t);CHKERRQ(ierr);
  ierr = VecSetSizes(t,PETSC_DECIDE,n);CHKERRQ(ierr);
  ierr = VecSetFromOptions(t);CHKERRQ(ierr);

  /* Create BV object X */
  ierr = BVCreate(PETSC_COMM_WORLD,&X);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject)X,"X");CHKERRQ(ierr);
  ierr = BVSetSizesFromVec(X,t,k);CHKERRQ(ierr);
  ierr = BVSetFromOptions(X);CHKERRQ(ierr);

  /* Set up viewer */
  ierr = PetscViewerASCIIGetStdout(PETSC_COMM_WORLD,&view);CHKERRQ(ierr);
  if (verbose) {
    ierr = PetscViewerPushFormat(view,PETSC_VIEWER_ASCII_MATLAB);CHKERRQ(ierr);
  }

  /* Fill X entries (first half) */
  for (j=0;j<k/2;j++) {
    ierr = BVGetColumn(X,j,&v);CHKERRQ(ierr);
    ierr = VecSet(v,0.0);CHKERRQ(ierr);
    for (i=0;i<=n/2;i++) {
      if (i+j<n) {
        alpha = (3.0*i+j-2)/(2*(i+j+1));
        ierr = VecSetValue(v,i+j,alpha,INSERT_VALUES);CHKERRQ(ierr);
      }
    }
    ierr = VecAssemblyBegin(v);CHKERRQ(ierr);
    ierr = VecAssemblyEnd(v);CHKERRQ(ierr);
    ierr = BVRestoreColumn(X,j,&v);CHKERRQ(ierr);
  }

  /* make middle column linearly dependent wrt columns 0 and 1 */
  ierr = BVCopyColumn(X,0,j);CHKERRQ(ierr);
  ierr = BVGetColumn(X,j,&v);CHKERRQ(ierr);
  ierr = BVGetColumn(X,1,&w);CHKERRQ(ierr);
  ierr = VecAXPY(v,0.5,w);CHKERRQ(ierr);
  ierr = BVRestoreColumn(X,1,&w);CHKERRQ(ierr);
  ierr = BVRestoreColumn(X,j,&v);CHKERRQ(ierr);
  j++;

  /* Fill X entries (second half) */
  for (;j<k-1;j++) {
    ierr = BVGetColumn(X,j,&v);CHKERRQ(ierr);
    ierr = VecSet(v,0.0);CHKERRQ(ierr);
    for (i=0;i<=n/2;i++) {
      if (i+j<n) {
        alpha = (3.0*i+j-2)/(2*(i+j+1));
        ierr = VecSetValue(v,i+j,alpha,INSERT_VALUES);CHKERRQ(ierr);
      }
    }
    ierr = VecAssemblyBegin(v);CHKERRQ(ierr);
    ierr = VecAssemblyEnd(v);CHKERRQ(ierr);
    ierr = BVRestoreColumn(X,j,&v);CHKERRQ(ierr);
  }

  /* make middle column linearly dependent wrt columns 1 and k/2+1 */
  ierr = BVCopyColumn(X,1,j);CHKERRQ(ierr);
  ierr = BVGetColumn(X,j,&v);CHKERRQ(ierr);
  ierr = BVGetColumn(X,k/2+1,&w);CHKERRQ(ierr);
  ierr = VecAXPY(v,-1.2,w);CHKERRQ(ierr);
  ierr = BVRestoreColumn(X,k/2+1,&w);CHKERRQ(ierr);
  ierr = BVRestoreColumn(X,j,&v);CHKERRQ(ierr);

  if (verbose) {
    ierr = BVView(X,view);CHKERRQ(ierr);
  }

  /* Create a copy on Z */
  ierr = BVDuplicate(X,&Z);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject)Z,"Z");CHKERRQ(ierr);
  ierr = BVCopy(X,Z);CHKERRQ(ierr);

  /* Test BVOrthogonalize */
  ierr = MatCreateSeqDense(PETSC_COMM_SELF,k,k,NULL,&R);CHKERRQ(ierr);
  ierr = PetscObjectSetName((PetscObject)R,"R");CHKERRQ(ierr);
  ierr = BVOrthogonalize(X,R);CHKERRQ(ierr);
  if (verbose) {
    ierr = BVView(X,view);CHKERRQ(ierr);
    ierr = MatView(R,view);CHKERRQ(ierr);
  }

  /* Check orthogonality */
  ierr = MatCreateSeqDense(PETSC_COMM_SELF,k,k,NULL,&M);CHKERRQ(ierr);
  ierr = MatShift(M,1.0);CHKERRQ(ierr);   /* set leading part to identity */
  ierr = BVDot(X,X,M);CHKERRQ(ierr);
  ierr = MatShift(M,-1.0);CHKERRQ(ierr);
  ierr = MatNorm(M,NORM_1,&norm);CHKERRQ(ierr);
  if (norm<100*PETSC_MACHINE_EPSILON) {
    ierr = PetscPrintf(PETSC_COMM_WORLD,"Level of orthogonality < 100*eps\n");CHKERRQ(ierr);
  } else {
    ierr = PetscPrintf(PETSC_COMM_WORLD,"Level of orthogonality: %g\n",(double)norm);CHKERRQ(ierr);
  }

  /* Check residual */
  ierr = BVMult(Z,-1.0,1.0,X,R);CHKERRQ(ierr);
  ierr = BVNorm(Z,NORM_FROBENIUS,&norm);CHKERRQ(ierr);
  if (norm<100*PETSC_MACHINE_EPSILON) {
    ierr = PetscPrintf(PETSC_COMM_WORLD,"Residual ||X-QR|| < 100*eps\n");CHKERRQ(ierr);
  } else {
    ierr = PetscPrintf(PETSC_COMM_WORLD,"Residual ||X-QR||: %g\n",(double)norm);CHKERRQ(ierr);
  }

  ierr = MatDestroy(&R);CHKERRQ(ierr);
  ierr = MatDestroy(&M);CHKERRQ(ierr);
  ierr = BVDestroy(&X);CHKERRQ(ierr);
  ierr = BVDestroy(&Z);CHKERRQ(ierr);
  ierr = VecDestroy(&t);CHKERRQ(ierr);
  ierr = SlepcFinalize();
  return ierr;
}

/*TEST

   test:
      suffix: 1
      nsize: 1
      args: -bv_orthog_block gs -bv_type {{vecs contiguous svec mat}shared output}
      output_file: output/test12_1.out

TEST*/
