// This file is part of Eigen, a lightweight C++ template library // for linear algebra. // // Copyright (C) 2010 Gael Guennebaud // // 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_SPARSE_SOLVE_H #define EIGEN_SPARSE_SOLVE_H namespace Eigen { namespace internal { template struct sparse_solve_retval_base; template struct sparse_solve_retval; template struct traits > { typedef typename DecompositionType::MatrixType MatrixType; typedef SparseMatrix ReturnType; }; template struct sparse_solve_retval_base : public ReturnByValue > { typedef typename remove_all::type RhsNestedCleaned; typedef _DecompositionType DecompositionType; typedef ReturnByValue Base; typedef typename Base::Index Index; sparse_solve_retval_base(const DecompositionType& dec, const Rhs& rhs) : m_dec(dec), m_rhs(rhs) {} inline Index rows() const { return m_dec.cols(); } inline Index cols() const { return m_rhs.cols(); } inline const DecompositionType& dec() const { return m_dec; } inline const RhsNestedCleaned& rhs() const { return m_rhs; } template inline void evalTo(Dest& dst) const { static_cast*>(this)->evalTo(dst); } protected: template inline void defaultEvalTo(SparseMatrix& dst) const { // we process the sparse rhs per block of NbColsAtOnce columns temporarily stored into a dense matrix. static const int NbColsAtOnce = 4; int rhsCols = m_rhs.cols(); int size = m_rhs.rows(); Eigen::Matrix tmp(size,rhsCols); Eigen::Matrix tmpX(size,rhsCols); for(int k=0; k(rhsCols-k, NbColsAtOnce); tmp.leftCols(actualCols) = m_rhs.middleCols(k,actualCols); tmpX.leftCols(actualCols) = m_dec.solve(tmp.leftCols(actualCols)); dst.middleCols(k,actualCols) = tmpX.leftCols(actualCols).sparseView(); } } const DecompositionType& m_dec; typename Rhs::Nested m_rhs; }; #define EIGEN_MAKE_SPARSE_SOLVE_HELPERS(DecompositionType,Rhs) \ typedef typename DecompositionType::MatrixType MatrixType; \ typedef typename MatrixType::Scalar Scalar; \ typedef typename MatrixType::RealScalar RealScalar; \ typedef typename MatrixType::Index Index; \ typedef Eigen::internal::sparse_solve_retval_base Base; \ using Base::dec; \ using Base::rhs; \ using Base::rows; \ using Base::cols; \ sparse_solve_retval(const DecompositionType& dec, const Rhs& rhs) \ : Base(dec, rhs) {} template struct solve_retval_with_guess; template struct traits > { typedef typename DecompositionType::MatrixType MatrixType; typedef Matrix ReturnType; }; template struct solve_retval_with_guess : public ReturnByValue > { typedef typename DecompositionType::Index Index; solve_retval_with_guess(const DecompositionType& dec, const Rhs& rhs, const Guess& guess) : m_dec(dec), m_rhs(rhs), m_guess(guess) {} inline Index rows() const { return m_dec.cols(); } inline Index cols() const { return m_rhs.cols(); } template inline void evalTo(Dest& dst) const { dst = m_guess; m_dec._solveWithGuess(m_rhs,dst); } protected: const DecompositionType& m_dec; const typename Rhs::Nested m_rhs; const typename Guess::Nested m_guess; }; } // namepsace internal } // end namespace Eigen #endif // EIGEN_SPARSE_SOLVE_H