matrix_proxy.hpp

support vector clustering for vc++

//
//  Copyright (c) 2000-2002
//  Joerg Walter, Mathias Koch
//
//  Permission to use, copy, modify, distribute and sell this software
//  and its documentation for any purpose is hereby granted without fee,
//  provided that the above copyright notice appear in all copies and
//  that both that copyright notice and this permission notice appear
//  in supporting documentation.  The authors make no representations
//  about the suitability of this software for any purpose.
//  It is provided "as is" without express or implied warranty.
//
//  The authors gratefully acknowledge the support of
//  GeNeSys mbH & Co. KG in producing this work.
//

#ifndef _BOOST_UBLAS_MATRIX_PROXY_
#define _BOOST_UBLAS_MATRIX_PROXY_

#include <boost/numeric/ublas/matrix_expression.hpp>
#include <boost/numeric/ublas/detail/vector_assign.hpp>
#include <boost/numeric/ublas/detail/matrix_assign.hpp>
#include <boost/numeric/ublas/detail/temporary.hpp>

// Iterators based on ideas of Jeremy Siek

namespace boost { namespace numeric { namespace ublas {

    // Matrix based row vector class
    template<class M>
    class matrix_row:
        public vector_expression<matrix_row<M> > {

        typedef matrix_row<M> self_type;
    public:
#ifdef BOOST_UBLAS_ENABLE_PROXY_SHORTCUTS
        using vector_expression<self_type>::operator ();
#endif
        typedef M matrix_type;
        typedef typename M::size_type size_type;
        typedef typename M::difference_type difference_type;
        typedef typename M::value_type value_type;
        typedef typename M::const_reference const_reference;
        typedef typename boost::mpl::if_<boost::is_const<M>,
                                          typename M::const_reference,
                                          typename M::reference>::type reference;
        typedef typename boost::mpl::if_<boost::is_const<M>,
                                          typename M::const_closure_type,
                                          typename M::closure_type>::type matrix_closure_type;
        typedef const self_type const_closure_type;
        typedef self_type closure_type;
        typedef typename storage_restrict_traits<typename M::storage_category,
                                                 dense_proxy_tag>::storage_category storage_category;

        // Construction and destruction
        BOOST_UBLAS_INLINE
        matrix_row (matrix_type &data, size_type i):
            data_ (data), i_ (i) {
            // Early checking of preconditions here.
            // BOOST_UBLAS_CHECK (i_ < data_.size1 (), bad_index ());
        }

        // Accessors
        BOOST_UBLAS_INLINE
        size_type size () const {
            return data_.size2 ();
        }
        BOOST_UBLAS_INLINE
        size_type index () const {
            return i_;
        }

        // Storage accessors
        BOOST_UBLAS_INLINE
        const matrix_closure_type &data () const {
            return data_;
        }
        BOOST_UBLAS_INLINE
        matrix_closure_type &data () {
            return data_;
        }

        // Element access
#ifndef BOOST_UBLAS_PROXY_CONST_MEMBER
        BOOST_UBLAS_INLINE
        const_reference operator () (size_type j) const {
            return data_ (i_, j);
        }
        BOOST_UBLAS_INLINE
        reference operator () (size_type j) {
            return data_ (i_, j);
        }

        BOOST_UBLAS_INLINE
        const_reference operator [] (size_type j) const {
            return (*this) (j);
        }
        BOOST_UBLAS_INLINE
        reference operator [] (size_type j) {
            return (*this) (j);
        }
#else
        BOOST_UBLAS_INLINE
        reference operator () (size_type j) const {
            return data_ (i_, j);
        }

        BOOST_UBLAS_INLINE
        reference operator [] (size_type j) const {
            return (*this) (j);
        }
#endif

        // Assignment
        BOOST_UBLAS_INLINE
        matrix_row &operator = (const matrix_row &mr) {
            // ISSUE need a temporary, proxy can be overlaping alias
            vector_assign<scalar_assign> (*this, typename vector_temporary_traits<M>::type (mr));
            return *this;
        }
        BOOST_UBLAS_INLINE
        matrix_row &assign_temporary (matrix_row &mr) {
            // assign elements, proxied container remains the same
            vector_assign<scalar_assign> (*this, mr);
            return *this;
        }
        template<class AE>
        BOOST_UBLAS_INLINE
        matrix_row &operator = (const vector_expression<AE> &ae) {
            vector_assign<scalar_assign> (*this, typename vector_temporary_traits<M>::type (ae));
            return *this;
        }
        template<class AE>
        BOOST_UBLAS_INLINE
        matrix_row &assign (const vector_expression<AE> &ae) {
            vector_assign<scalar_assign> (*this, ae);
            return *this;
        }
        template<class AE>
        BOOST_UBLAS_INLINE
        matrix_row &operator += (const vector_expression<AE> &ae) {
            vector_assign<scalar_assign> (*this, typename vector_temporary_traits<M>::type (*this + ae));
            return *this;
        }
        template<class AE>
        BOOST_UBLAS_INLINE
        matrix_row &plus_assign (const vector_expression<AE> &ae) {
            vector_assign<scalar_plus_assign> (*this, ae);
            return *this;
        }
        template<class AE>
        BOOST_UBLAS_INLINE
        matrix_row &operator -= (const vector_expression<AE> &ae) {
            vector_assign<scalar_assign> (*this, typename vector_temporary_traits<M>::type (*this - ae));
            return *this;
        }
        template<class AE>
        BOOST_UBLAS_INLINE
        matrix_row &minus_assign (const vector_expression<AE> &ae) {
            vector_assign<scalar_minus_assign> (*this, ae);
            return *this;
        }
        template<class AT>
        BOOST_UBLAS_INLINE
        matrix_row &operator *= (const AT &at) {
            vector_assign_scalar<scalar_multiplies_assign> (*this, at);
            return *this;
        }
        template<class AT>
        BOOST_UBLAS_INLINE
        matrix_row &operator /= (const AT &at) {
            vector_assign_scalar<scalar_divides_assign> (*this, at);
            return *this;
        }

        // Closure comparison
        BOOST_UBLAS_INLINE
        bool same_closure (const matrix_row &mr) const {
            return (*this).data_.same_closure (mr.data_);
        }

        // Comparison
        BOOST_UBLAS_INLINE
        bool operator == (const matrix_row &mr) const {
            return (*this).data_ == mr.data_ && index () == mr.index ();
        }

        // Swapping
        BOOST_UBLAS_INLINE
        void swap (matrix_row mr) {
            if (this != &mr) {
                BOOST_UBLAS_CHECK (size () == mr.size (), bad_size ());
                // Sparse ranges may be nonconformant now.
                // std::swap_ranges (begin (), end (), mr.begin ());
                vector_swap<scalar_swap> (*this, mr);
            }
        }
        BOOST_UBLAS_INLINE
        friend void swap (matrix_row mr1, matrix_row mr2) {
            mr1.swap (mr2);
        }

        // Iterator types
    private:
        typedef typename M::const_iterator2 const_subiterator_type;
        typedef typename boost::mpl::if_<boost::is_const<M>,
                                          typename M::const_iterator2,
                                          typename M::iterator2>::type subiterator_type;

    public:
#ifdef BOOST_UBLAS_USE_INDEXED_ITERATOR
        typedef indexed_iterator<matrix_row<matrix_type>,
                                 typename subiterator_type::iterator_category> iterator;
        typedef indexed_const_iterator<matrix_row<matrix_type>,
                                       typename const_subiterator_type::iterator_category> const_iterator;
#else
        class const_iterator;
        class iterator;
#endif

        // Element lookup
        BOOST_UBLAS_INLINE
        const_iterator find (size_type j) const {
            const_subiterator_type it2 (data_.find2 (1, i_, j));
#ifdef BOOST_UBLAS_USE_INDEXED_ITERATOR
            return const_iterator (*this, it2.index2 ());
#else
            return const_iterator (*this, it2);
#endif
        }
        BOOST_UBLAS_INLINE
        iterator find (size_type j) {
            subiterator_type it2 (data_.find2 (1, i_, j));
#ifdef BOOST_UBLAS_USE_INDEXED_ITERATOR
            return iterator (*this, it2.index2 ());
#else
            return iterator (*this, it2);
#endif
        }

#ifndef BOOST_UBLAS_USE_INDEXED_ITERATOR
        class const_iterator:
            public container_const_reference<matrix_row>,
            public iterator_base_traits<typename const_subiterator_type::iterator_category>::template
                        iterator_base<const_iterator, value_type>::type {
        public:
            typedef typename const_subiterator_type::value_type value_type;
            typedef typename const_subiterator_type::difference_type difference_type;
            typedef typename const_subiterator_type::reference reference;
            typedef typename const_subiterator_type::pointer pointer;

            // Construction and destruction
            BOOST_UBLAS_INLINE
            const_iterator ():
                container_const_reference<self_type> (), it_ () {}
            BOOST_UBLAS_INLINE
            const_iterator (const self_type &mr, const const_subiterator_type &it):
                container_const_reference<self_type> (mr), it_ (it) {}
            BOOST_UBLAS_INLINE
            const_iterator (const typename self_type::iterator &it):  // ISSUE self_type:: stops VC8 using std::iterator here
                container_const_reference<self_type> (it ()), it_ (it.it_) {}

            // Arithmetic
            BOOST_UBLAS_INLINE
            const_iterator &operator ++ () {
                ++ it_;
                return *this;
            }
            BOOST_UBLAS_INLINE
            const_iterator &operator -- () {
                -- it_;
                return *this;
            }
            BOOST_UBLAS_INLINE
            const_iterator &operator += (difference_type n) {
                it_ += n;
                return *this;
            }
            BOOST_UBLAS_INLINE
            const_iterator &operator -= (difference_type n) {
                it_ -= n;
                return *this;
            }
            BOOST_UBLAS_INLINE
            difference_type operator - (const const_iterator &it) const {
                BOOST_UBLAS_CHECK ((*this) ().same_closure  (it ()), external_logic ());
                return it_ - it.it_;
            }

            // Dereference
            BOOST_UBLAS_INLINE
            const_reference operator * () const {
                BOOST_UBLAS_CHECK (index () < (*this) ().size (), bad_index ());
                return *it_;
            }
            BOOST_UBLAS_INLINE
            const_reference operator [] (difference_type n) const {
                return *(*this + n);
            }

            // Index
            BOOST_UBLAS_INLINE
            size_type index () const {
                return it_.index2 ();
            }

            // Assignment
            BOOST_UBLAS_INLINE
            const_iterator &operator = (const const_iterator &it) {
                container_const_reference<self_type>::assign (&it ());
                it_ = it.it_;
                return *this;
            }

            // Comparison
            BOOST_UBLAS_INLINE
            bool operator == (const const_iterator &it) const {
                BOOST_UBLAS_CHECK ((*this) ().same_closure (it ()), external_logic ());
                return it_ == it.it_;
            }
            BOOST_UBLAS_INLINE
            bool operator < (const const_iterator &it) const {
                BOOST_UBLAS_CHECK ((*this) ().same_closure (it ()), external_logic ());
                return it_ < it.it_;
            }

        private:
            const_subiterator_type it_;
        };
#endif

        BOOST_UBLAS_INLINE
        const_iterator begin () const {
            return find (0);
        }
        BOOST_UBLAS_INLINE
        const_iterator end () const {
            return find (size ());
        }

#ifndef BOOST_UBLAS_USE_INDEXED_ITERATOR
        class iterator:
            public container_reference<matrix_row>,
            public iterator_base_traits<typename subiterator_type::iterator_category>::template
                        iterator_base<iterator, value_type>::type {
        public:
            typedef typename subiterator_type::value_type value_type;