Kernel.h

// This file is part of Eigen, a lightweight C++ template library
// for linear algebra.
//
// Copyright (C) 2009 Benoit Jacob <jacob.benoit.1@gmail.com>
//
// This Source Code Form is subject to the terms of the Mozilla
// Public License v. 2.0. If a copy of the MPL was not distributed
// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
 
#ifndef EIGEN_MISC_KERNEL_H
#define EIGEN_MISC_KERNEL_H
 
// IWYU pragma: private
#include "./InternalHeaderCheck.h"
 
namespace Eigen {
 
namespace internal {

template <typename DecompositionType>
struct traits<kernel_retval_base<DecompositionType> > {
  typedef typename DecompositionType::MatrixType MatrixType;
  typedef Matrix<typename MatrixType::Scalar,
                 MatrixType::ColsAtCompileTime,  // the number of rows in the "kernel matrix"
                                                 // is the number of cols of the original matrix
                                                 // so that the product "matrix * kernel = zero" makes sense
                 Dynamic,                        // we don't know at compile-time the dimension of the kernel
                 traits<MatrixType>::Options,
                 MatrixType::MaxColsAtCompileTime,  // see explanation for 2nd template parameter
                 MatrixType::MaxColsAtCompileTime   // the kernel is a subspace of the domain space,
                                                    // whose dimension is the number of columns of the original matrix
                 >
      ReturnType;
};
 
template <typename DecompositionType_>
struct kernel_retval_base : public ReturnByValue<kernel_retval_base<DecompositionType_> > {
  typedef DecompositionType_ DecompositionType;
  typedef ReturnByValue<kernel_retval_base> Base;
 
  explicit kernel_retval_base(const DecompositionType& dec)
      : m_dec(dec), m_rank(dec.rank()), m_cols(m_rank == dec.cols() ? 1 : dec.cols() - m_rank) {}
 
  inline Index rows() const { return m_dec.cols(); }
  inline Index cols() const { return m_cols; }
  inline Index rank() const { return m_rank; }
  inline const DecompositionType& dec() const { return m_dec; }
 
  template <typename Dest>
  inline void evalTo(Dest& dst) const {
    static_cast<const kernel_retval<DecompositionType>*>(this)->evalTo(dst);
  }
 
 protected:
  const DecompositionType& m_dec;
  Index m_rank, m_cols;
};
 
}  // end namespace internal
 
#define EIGEN_MAKE_KERNEL_HELPERS(DecompositionType)                   \
  typedef typename DecompositionType::MatrixType MatrixType;           \
  typedef typename MatrixType::Scalar Scalar;                          \
  typedef typename MatrixType::RealScalar RealScalar;                  \
  typedef Eigen::internal::kernel_retval_base<DecompositionType> Base; \
  using Base::dec;                                                     \
  using Base::rank;                                                    \
  using Base::rows;                                                    \
  using Base::cols;                                                    \
  kernel_retval(const DecompositionType& dec) : Base(dec) {}
 
}  // end namespace Eigen
 
#endif  // EIGEN_MISC_KERNEL_H