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/*
* Matrix, MatrixView, ConstMatrixView classes wrap the gsl matrix routines;
* "views" mimic the semantic of C++ references: any operation performed
* on a "view" is actually performed on the "viewed object"
*
* Authors:
* Marco Cecchetti <mrcekets at gmail.com>
*
* Copyright 2008 authors
*
* This library is free software; you can redistribute it and/or
* modify it either under the terms of the GNU Lesser General Public
* License version 2.1 as published by the Free Software Foundation
* (the "LGPL") or, at your option, under the terms of the Mozilla
* Public License Version 1.1 (the "MPL"). If you do not alter this
* notice, a recipient may use your version of this file under either
* the MPL or the LGPL.
*
* You should have received a copy of the LGPL along with this library
* in the file COPYING-LGPL-2.1; if not, write to the Free Software
* Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
* You should have received a copy of the MPL along with this library
* in the file COPYING-MPL-1.1
*
* The contents of this file are subject to the Mozilla Public License
* Version 1.1 (the "License"); you may not use this file except in
* compliance with the License. You may obtain a copy of the License at
* http://www.mozilla.org/MPL/
*
* This software is distributed on an "AS IS" basis, WITHOUT WARRANTY
* OF ANY KIND, either express or implied. See the LGPL or the MPL for
* the specific language governing rights and limitations.
*/
#ifndef _NL_MATRIX_H_
#define _NL_MATRIX_H_
#include <2geom/exception.h>
#include <2geom/numeric/vector.h>
#include <cassert>
#include <utility> // for std::pair
#include <algorithm> // for std::swap
#include <sstream>
#include <string>
#include <gsl/gsl_matrix.h>
#include <gsl/gsl_linalg.h>
namespace Geom { namespace NL {
namespace detail
{
class BaseMatrixImpl
{
public:
virtual ~BaseMatrixImpl()
{
}
ConstVectorView row_const_view(size_t i) const
{
return ConstVectorView(gsl_matrix_const_row(m_matrix, i));
}
ConstVectorView column_const_view(size_t i) const
{
return ConstVectorView(gsl_matrix_const_column(m_matrix, i));
}
const double & operator() (size_t i, size_t j) const
{
return *gsl_matrix_const_ptr(m_matrix, i, j);
}
const gsl_matrix* get_gsl_matrix() const
{
return m_matrix;
}
bool is_zero() const
{
return gsl_matrix_isnull(m_matrix);
}
bool is_positive() const
{
for ( unsigned int i = 0; i < rows(); ++i )
{
for ( unsigned int j = 0; j < columns(); ++j )
{
if ( (*this)(i,j) <= 0 ) return false;
}
}
return true;
}
bool is_negative() const
{
for ( unsigned int i = 0; i < rows(); ++i )
{
for ( unsigned int j = 0; j < columns(); ++j )
{
if ( (*this)(i,j) >= 0 ) return false;
}
}
return true;
}
bool is_non_negative() const
{
for ( unsigned int i = 0; i < rows(); ++i )
{
for ( unsigned int j = 0; j < columns(); ++j )
{
if ( (*this)(i,j) < 0 ) return false;
}
}
return true;
}
double max() const
{
return gsl_matrix_max(m_matrix);
}
double min() const
{
return gsl_matrix_min(m_matrix);
}
std::pair<size_t, size_t>
max_index() const
{
std::pair<size_t, size_t> indices;
gsl_matrix_max_index(m_matrix, &(indices.first), &(indices.second));
return indices;
}
std::pair<size_t, size_t>
min_index() const
{
std::pair<size_t, size_t> indices;
gsl_matrix_min_index(m_matrix, &(indices.first), &(indices.second));
return indices;
}
size_t rows() const
{
return m_rows;
}
size_t columns() const
{
return m_columns;
}
std::string str() const;
protected:
size_t m_rows, m_columns;
gsl_matrix* m_matrix;
}; // end class BaseMatrixImpl
inline
bool operator== (BaseMatrixImpl const& m1, BaseMatrixImpl const& m2)
{
if (m1.rows() != m2.rows() || m1.columns() != m2.columns()) return false;
for (size_t i = 0; i < m1.rows(); ++i)
for (size_t j = 0; j < m1.columns(); ++j)
if (m1(i,j) != m2(i,j)) return false;
return true;
}
template< class charT >
inline
std::basic_ostream<charT> &
operator<< (std::basic_ostream<charT> & os, const BaseMatrixImpl & _matrix)
{
if (_matrix.rows() == 0 || _matrix.columns() == 0) return os;
os << "[[" << _matrix(0,0);
for (size_t j = 1; j < _matrix.columns(); ++j)
{
os << ", " << _matrix(0,j);
}
os << "]";
for (size_t i = 1; i < _matrix.rows(); ++i)
{
os << ", [" << _matrix(i,0);
for (size_t j = 1; j < _matrix.columns(); ++j)
{
os << ", " << _matrix(i,j);
}
os << "]";
}
os << "]";
return os;
}
inline
std::string BaseMatrixImpl::str() const
{
std::ostringstream oss;
oss << (*this);
return oss.str();
}
class MatrixImpl : public BaseMatrixImpl
{
public:
typedef BaseMatrixImpl base_type;
void set_all( double x )
{
gsl_matrix_set_all(m_matrix, x);
}
void set_identity()
{
gsl_matrix_set_identity(m_matrix);
}
using base_type::operator(); // VSC legacy support
const double & operator() (size_t i, size_t j) const
{
return base_type::operator ()(i, j);
}
double & operator() (size_t i, size_t j)
{
return *gsl_matrix_ptr(m_matrix, i, j);
}
using base_type::get_gsl_matrix;
gsl_matrix* get_gsl_matrix()
{
return m_matrix;
}
VectorView row_view(size_t i)
{
return VectorView(gsl_matrix_row(m_matrix, i));
}
VectorView column_view(size_t i)
{
return VectorView(gsl_matrix_column(m_matrix, i));
}
void swap_rows(size_t i, size_t j)
{
gsl_matrix_swap_rows(m_matrix, i, j);
}
void swap_columns(size_t i, size_t j)
{
gsl_matrix_swap_columns(m_matrix, i, j);
}
MatrixImpl & transpose()
{
assert(columns() == rows());
gsl_matrix_transpose(m_matrix);
return (*this);
}
MatrixImpl & scale(double x)
{
gsl_matrix_scale(m_matrix, x);
return (*this);
}
MatrixImpl & translate(double x)
{
gsl_matrix_add_constant(m_matrix, x);
return (*this);
}
MatrixImpl & operator+=(base_type const& _matrix)
{
gsl_matrix_add(m_matrix, _matrix.get_gsl_matrix());
return (*this);
}
MatrixImpl & operator-=(base_type const& _matrix)
{
gsl_matrix_sub(m_matrix, _matrix.get_gsl_matrix());
return (*this);
}
}; // end class MatrixImpl
} // end namespace detail
using detail::operator==;
using detail::operator<<;
template <size_t N>
class ConstBaseSymmetricMatrix;
class Matrix: public detail::MatrixImpl
{
public:
typedef detail::MatrixImpl base_type;
public:
// the matrix is not initialized
Matrix(size_t n1, size_t n2)
{
m_rows = n1;
m_columns = n2;
m_matrix = gsl_matrix_alloc(n1, n2);
}
Matrix(size_t n1, size_t n2, double x)
{
m_rows = n1;
m_columns = n2;
m_matrix = gsl_matrix_alloc(n1, n2);
gsl_matrix_set_all(m_matrix, x);
}
Matrix(Matrix const& _matrix)
: base_type()
{
m_rows = _matrix.rows();
m_columns = _matrix.columns();
m_matrix = gsl_matrix_alloc(rows(), columns());
gsl_matrix_memcpy(m_matrix, _matrix.get_gsl_matrix());
}
explicit
Matrix(base_type::base_type const& _matrix)
{
m_rows = _matrix.rows();
m_columns = _matrix.columns();
m_matrix = gsl_matrix_alloc(rows(), columns());
gsl_matrix_memcpy(m_matrix, _matrix.get_gsl_matrix());
}
template <size_t N>
explicit
Matrix(ConstBaseSymmetricMatrix<N> const& _smatrix)
{
m_rows = N;
m_columns = N;
m_matrix = gsl_matrix_alloc(N, N);
for (size_t i = 0; i < N; ++i)
for (size_t j = 0; j < N ; ++j)
(*gsl_matrix_ptr(m_matrix, i, j)) = _smatrix(i,j);
}
Matrix & operator=(Matrix const& _matrix)
{
assert( rows() == _matrix.rows() && columns() == _matrix.columns() );
gsl_matrix_memcpy(m_matrix, _matrix.get_gsl_matrix());
return *this;
}
Matrix & operator=(base_type::base_type const& _matrix)
{
assert( rows() == _matrix.rows() && columns() == _matrix.columns() );
gsl_matrix_memcpy(m_matrix, _matrix.get_gsl_matrix());
return *this;
}
template <size_t N>
Matrix & operator=(ConstBaseSymmetricMatrix<N> const& _smatrix)
{
assert (rows() == N && columns() == N);
for (size_t i = 0; i < N; ++i)
for (size_t j = 0; j < N ; ++j)
(*this)(i,j) = _smatrix(i,j);
return *this;
}
~Matrix() override
{
gsl_matrix_free(m_matrix);
}
Matrix & transpose()
{
return static_cast<Matrix &>( base_type::transpose() );
}
Matrix & scale(double x)
{
return static_cast<Matrix &>( base_type::scale(x) );
}
Matrix & translate(double x)
{
return static_cast<Matrix &>( base_type::translate(x) );
}
Matrix & operator+=(base_type::base_type const& _matrix)
{
return static_cast<Matrix &>( base_type::operator+=(_matrix) );
}
Matrix & operator-=(base_type::base_type const& _matrix)
{
return static_cast<Matrix &>( base_type::operator-=(_matrix) );
}
friend
void swap(Matrix & m1, Matrix & m2);
friend
void swap_any(Matrix & m1, Matrix & m2);
}; // end class Matrix
// warning! this operation invalidates any view of the passed matrix objects
inline
void swap(Matrix & m1, Matrix & m2)
{
assert(m1.rows() == m2.rows() && m1.columns() == m2.columns());
using std::swap;
swap(m1.m_matrix, m2.m_matrix);
}
inline void swap_any(Matrix &m1, Matrix &m2)
{
using std::swap;
swap(m1.m_matrix, m2.m_matrix);
swap(m1.m_rows, m2.m_rows);
swap(m1.m_columns, m2.m_columns);
}
class ConstMatrixView : public detail::BaseMatrixImpl
{
public:
typedef detail::BaseMatrixImpl base_type;
public:
ConstMatrixView(const base_type & _matrix, size_t k1, size_t k2, size_t n1, size_t n2)
: m_matrix_view( gsl_matrix_const_submatrix(_matrix.get_gsl_matrix(), k1, k2, n1, n2) )
{
m_rows = n1;
m_columns = n2;
m_matrix = const_cast<gsl_matrix*>( &(m_matrix_view.matrix) );
}
ConstMatrixView(const ConstMatrixView & _matrix)
: base_type(),
m_matrix_view(_matrix.m_matrix_view)
{
m_rows = _matrix.rows();
m_columns = _matrix.columns();
m_matrix = const_cast<gsl_matrix*>( &(m_matrix_view.matrix) );
}
ConstMatrixView(const base_type & _matrix)
: m_matrix_view(gsl_matrix_const_submatrix(_matrix.get_gsl_matrix(), 0, 0, _matrix.rows(), _matrix.columns()))
{
m_rows = _matrix.rows();
m_columns = _matrix.columns();
m_matrix = const_cast<gsl_matrix*>( &(m_matrix_view.matrix) );
}
private:
gsl_matrix_const_view m_matrix_view;
}; // end class ConstMatrixView
class MatrixView : public detail::MatrixImpl
{
public:
typedef detail::MatrixImpl base_type;
public:
MatrixView(base_type & _matrix, size_t k1, size_t k2, size_t n1, size_t n2)
{
m_rows = n1;
m_columns = n2;
m_matrix_view
= gsl_matrix_submatrix(_matrix.get_gsl_matrix(), k1, k2, n1, n2);
m_matrix = &(m_matrix_view.matrix);
}
MatrixView(const MatrixView & _matrix)
: base_type()
{
m_rows = _matrix.rows();
m_columns = _matrix.columns();
m_matrix_view = _matrix.m_matrix_view;
m_matrix = &(m_matrix_view.matrix);
}
MatrixView(Matrix & _matrix)
{
m_rows = _matrix.rows();
m_columns = _matrix.columns();
m_matrix_view
= gsl_matrix_submatrix(_matrix.get_gsl_matrix(), 0, 0, rows(), columns());
m_matrix = &(m_matrix_view.matrix);
}
MatrixView & operator=(MatrixView const& _matrix)
{
assert( rows() == _matrix.rows() && columns() == _matrix.columns() );
gsl_matrix_memcpy(m_matrix, _matrix.m_matrix);
return *this;
}
MatrixView & operator=(base_type::base_type const& _matrix)
{
assert( rows() == _matrix.rows() && columns() == _matrix.columns() );
gsl_matrix_memcpy(m_matrix, _matrix.get_gsl_matrix());
return *this;
}
MatrixView & transpose()
{
return static_cast<MatrixView &>( base_type::transpose() );
}
MatrixView & scale(double x)
{
return static_cast<MatrixView &>( base_type::scale(x) );
}
MatrixView & translate(double x)
{
return static_cast<MatrixView &>( base_type::translate(x) );
}
MatrixView & operator+=(base_type::base_type const& _matrix)
{
return static_cast<MatrixView &>( base_type::operator+=(_matrix) );
}
MatrixView & operator-=(base_type::base_type const& _matrix)
{
return static_cast<MatrixView &>( base_type::operator-=(_matrix) );
}
friend
void swap_view(MatrixView & m1, MatrixView & m2);
private:
gsl_matrix_view m_matrix_view;
}; // end class MatrixView
inline
void swap_view(MatrixView & m1, MatrixView & m2)
{
assert(m1.rows() == m2.rows() && m1.columns() == m2.columns());
using std::swap;
swap(m1.m_matrix_view, m2.m_matrix_view);
}
Vector operator*( detail::BaseMatrixImpl const& A,
detail::BaseVectorImpl const& v );
Matrix operator*( detail::BaseMatrixImpl const& A,
detail::BaseMatrixImpl const& B );
Matrix pseudo_inverse(detail::BaseMatrixImpl const& A);
double trace (detail::BaseMatrixImpl const& A);
double det (detail::BaseMatrixImpl const& A);
} } // end namespaces
#endif /*_NL_MATRIX_H_*/
/*
Local Variables:
mode:c++
c-file-style:"stroustrup"
c-file-offsets:((innamespace . 0)(inline-open . 0)(case-label . +))
indent-tabs-mode:nil
fill-column:99
End:
*/
// vim: filetype=cpp:expandtab:shiftwidth=4:tabstop=8:softtabstop=4:fileencoding=utf-8:textwidth=99 :
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