#ifndef SVDOP_H
#define SVDOP_H

#include <algorithm>
#include "MatProd.h"

class SVDTallOp: public MatProd
{
private:
    MatProd*  op;
    const int dim;
    double*   work;
public:
    SVDTallOp(MatProd* op_) :
        op(op_),
        dim(std::min(op->rows(), op->cols())),
        work(new double[op->rows()])
    {}

    ~SVDTallOp()
    {
        delete [] work;
    }

    int rows() const { return dim; }
    int cols() const { return dim; }

    // y_out = A'A * x_in
    void perform_op(double* x_in, double* y_out)
    {
        op->perform_op   (x_in, work);
        op->perform_tprod(work, y_out);
    }

    void perform_tprod(double* x_in, double* y_out)
    {
        perform_op(x_in, y_out);
    }
};

class SVDWideOp: public MatProd
{
private:
    MatProd*  op;
    const int dim;
    double*   work;
public:
    SVDWideOp(MatProd* op_) :
        op(op_),
        dim(std::min(op->rows(), op->cols())),
        work(new double[op->cols()])
    {}

    ~SVDWideOp()
    {
        delete [] work;
    }

    int rows() const { return dim; }
    int cols() const { return dim; }

    // y_out = AA' * x_in
    void perform_op(double* x_in, double* y_out)
    {
        op->perform_tprod(x_in, work);
        op->perform_op   (work, y_out);
    }

    void perform_tprod(double* x_in, double* y_out)
    {
        perform_op(x_in, y_out);
    }
};

#endif // SVDOP_H
