matrix_assign.hpp

C++的一个好库。。。现在很流行

//
//  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_ASSIGN_
#define _BOOST_UBLAS_MATRIX_ASSIGN_

// Required for make_conformant storage
#include <vector>

// Iterators based on ideas of Jeremy Siek

namespace boost { namespace numeric { namespace ublas {
namespace detail {
    
    // Weak equality check - useful to compare equality two arbitary matrix expression results.
    // Since the actual expressions are unknown, we check for and arbitary error bound
    // on the relative error.
    // For a linear expression the infinity norm makes sense as we do not know how the elements will be
    // combined in the expression. False positive results are inevitable for arbirary expressions!
    template<class E1, class E2, class S>
    BOOST_UBLAS_INLINE
    bool equals (const matrix_expression<E1> &e1, const matrix_expression<E2> &e2, S epsilon, S min_norm) {
        return norm_inf (e1 - e2) < epsilon *
               std::max<S> (std::max<S> (norm_inf (e1), norm_inf (e2)), min_norm);
    }

    template<class E1, class E2>
    BOOST_UBLAS_INLINE
    bool expression_type_check (const matrix_expression<E1> &e1, const matrix_expression<E2> &e2) {
        typedef typename type_traits<typename promote_traits<typename E1::value_type,
                                     typename E2::value_type>::promote_type>::real_type real_type;
        return equals (e1, e2, BOOST_UBLAS_TYPE_CHECK_EPSILON, BOOST_UBLAS_TYPE_CHECK_MIN);
    }


    template<class M, class E, class R>
    // BOOST_UBLAS_INLINE This function seems to be big. So we do not let the compiler inline it.
    void make_conformant (M &m, const matrix_expression<E> &e, row_major_tag, R) {
        BOOST_UBLAS_CHECK (m.size1 () == e ().size1 (), bad_size ());
        BOOST_UBLAS_CHECK (m.size2 () == e ().size2 (), bad_size ());
        typedef R conformant_restrict_type;
        typedef typename M::size_type size_type;
        typedef typename M::difference_type difference_type;
        typedef typename M::value_type value_type;
        // FIXME unbounded_array with push_back maybe better
        std::vector<std::pair<size_type, size_type> > index;
        typename M::iterator1 it1 (m.begin1 ());
        typename M::iterator1 it1_end (m.end1 ());
        typename E::const_iterator1 it1e (e ().begin1 ());
        typename E::const_iterator1 it1e_end (e ().end1 ());
        while (it1 != it1_end && it1e != it1e_end) {
            difference_type compare = it1.index1 () - it1e.index1 ();
            if (compare == 0) {
#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION
                typename M::iterator2 it2 (it1.begin ());
                typename M::iterator2 it2_end (it1.end ());
                typename E::const_iterator2 it2e (it1e.begin ());
                typename E::const_iterator2 it2e_end (it1e.end ());
#else
                typename M::iterator2 it2 (begin (it1, iterator1_tag ()));
                typename M::iterator2 it2_end (end (it1, iterator1_tag ()));
                typename E::const_iterator2 it2e (begin (it1e, iterator1_tag ()));
                typename E::const_iterator2 it2e_end (end (it1e, iterator1_tag ()));
#endif
                if (it2 != it2_end && it2e != it2e_end) {
                    size_type it2_index = it2.index2 (), it2e_index = it2e.index2 ();
                    while (true) {
                        difference_type compare = it2_index - it2e_index;
                        if (compare == 0) {
                            ++ it2, ++ it2e;
                            if (it2 != it2_end && it2e != it2e_end) {
                                it2_index = it2.index2 ();
                                it2e_index = it2e.index2 ();
                            } else
                                break;
                        } else if (compare < 0) {
                            increment (it2, it2_end, - compare);
                            if (it2 != it2_end)
                                it2_index = it2.index2 ();
                            else
                                break;
                        } else if (compare > 0) {
                            if (conformant_restrict_type::other (it2e.index1 (), it2e.index2 ()))
                                if (*it2e != value_type/*zero*/())
                                    index.push_back (std::pair<size_type, size_type> (it2e.index1 (), it2e.index2 ()));
                            ++ it2e;
                            if (it2e != it2e_end)
                                it2e_index = it2e.index2 ();
                            else
                                break;
                        }
                    }
                }
                while (it2e != it2e_end) {
                    if (conformant_restrict_type::other (it2e.index1 (), it2e.index2 ()))
                        if (*it2e != value_type/*zero*/())
                            index.push_back (std::pair<size_type, size_type> (it2e.index1 (), it2e.index2 ()));
                    ++ it2e;
                }
                ++ it1, ++ it1e;
            } else if (compare < 0) {
                increment (it1, it1_end, - compare);
            } else if (compare > 0) {
#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION
                typename E::const_iterator2 it2e (it1e.begin ());
                typename E::const_iterator2 it2e_end (it1e.end ());
#else
                typename E::const_iterator2 it2e (begin (it1e, iterator1_tag ()));
                typename E::const_iterator2 it2e_end (end (it1e, iterator1_tag ()));
#endif
                while (it2e != it2e_end) {
                    if (conformant_restrict_type::other (it2e.index1 (), it2e.index2 ()))
                        if (*it2e != value_type/*zero*/())
                            index.push_back (std::pair<size_type, size_type> (it2e.index1 (), it2e.index2 ()));
                    ++ it2e;
                }
                ++ it1e;
            }
        }
        while (it1e != it1e_end) {
#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION
            typename E::const_iterator2 it2e (it1e.begin ());
            typename E::const_iterator2 it2e_end (it1e.end ());
#else
            typename E::const_iterator2 it2e (begin (it1e, iterator1_tag ()));
            typename E::const_iterator2 it2e_end (end (it1e, iterator1_tag ()));
#endif
            while (it2e != it2e_end) {
                if (conformant_restrict_type::other (it2e.index1 (), it2e.index2 ()))
                    if (*it2e != value_type/*zero*/())
                        index.push_back (std::pair<size_type, size_type> (it2e.index1 (), it2e.index2 ()));
                ++ it2e;
            }
            ++ it1e;
        }
        // ISSUE proxies require insert_element
        for (size_type k = 0; k < index.size (); ++ k)
            m (index [k].first, index [k].second) = value_type/*zero*/();
    }
    template<class M, class E, class R>
    // BOOST_UBLAS_INLINE This function seems to be big. So we do not let the compiler inline it.
    void make_conformant (M &m, const matrix_expression<E> &e, column_major_tag, R) {
        BOOST_UBLAS_CHECK (m.size1 () == e ().size1 (), bad_size ());
        BOOST_UBLAS_CHECK (m.size2 () == e ().size2 (), bad_size ());
        typedef R conformant_restrict_type;
        typedef typename M::size_type size_type;
        typedef typename M::difference_type difference_type;
        typedef typename M::value_type value_type;
        std::vector<std::pair<size_type, size_type> > index;
        typename M::iterator2 it2 (m.begin2 ());
        typename M::iterator2 it2_end (m.end2 ());
        typename E::const_iterator2 it2e (e ().begin2 ());
        typename E::const_iterator2 it2e_end (e ().end2 ());
        while (it2 != it2_end && it2e != it2e_end) {
            difference_type compare = it2.index2 () - it2e.index2 ();
            if (compare == 0) {
#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION
                typename M::iterator1 it1 (it2.begin ());
                typename M::iterator1 it1_end (it2.end ());
                typename E::const_iterator1 it1e (it2e.begin ());
                typename E::const_iterator1 it1e_end (it2e.end ());
#else
                typename M::iterator1 it1 (begin (it2, iterator2_tag ()));
                typename M::iterator1 it1_end (end (it2, iterator2_tag ()));
                typename E::const_iterator1 it1e (begin (it2e, iterator2_tag ()));
                typename E::const_iterator1 it1e_end (end (it2e, iterator2_tag ()));
#endif
                if (it1 != it1_end && it1e != it1e_end) {
                    size_type it1_index = it1.index1 (), it1e_index = it1e.index1 ();
                    while (true) {
                        difference_type compare = it1_index - it1e_index;
                        if (compare == 0) {
                            ++ it1, ++ it1e;
                            if (it1 != it1_end && it1e != it1e_end) {
                                it1_index = it1.index1 ();
                                it1e_index = it1e.index1 ();
                            } else
                                break;
                        } else if (compare < 0) {
                            increment (it1, it1_end, - compare);
                            if (it1 != it1_end)
                                it1_index = it1.index1 ();
                            else
                                break;
                        } else if (compare > 0) {
                            if (conformant_restrict_type::other (it1e.index1 (), it1e.index2 ()))
                                if (*it1e != value_type/*zero*/())
                                    index.push_back (std::pair<size_type, size_type> (it1e.index1 (), it1e.index2 ()));
                            ++ it1e;
                            if (it1e != it1e_end)
                                it1e_index = it1e.index1 ();
                            else
                                break;
                        }
                    }
                }
                while (it1e != it1e_end) {
                    if (conformant_restrict_type::other (it1e.index1 (), it1e.index2 ()))
                        if (*it1e != value_type/*zero*/())
                            index.push_back (std::pair<size_type, size_type> (it1e.index1 (), it1e.index2 ()));
                    ++ it1e;
                }
                ++ it2, ++ it2e;
            } else if (compare < 0) {
                increment (it2, it2_end, - compare);
            } else if (compare > 0) {
#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION
                typename E::const_iterator1 it1e (it2e.begin ());
                typename E::const_iterator1 it1e_end (it2e.end ());
#else
                typename E::const_iterator1 it1e (begin (it2e, iterator2_tag ()));
                typename E::const_iterator1 it1e_end (end (it2e, iterator2_tag ()));
#endif
                while (it1e != it1e_end) {
                    if (conformant_restrict_type::other (it1e.index1 (), it1e.index2 ()))
                        if (*it1e != value_type/*zero*/())
                            index.push_back (std::pair<size_type, size_type> (it1e.index1 (), it1e.index2 ()));
                    ++ it1e;
                }
                ++ it2e;
            }
        }
        while (it2e != it2e_end) {
#ifndef BOOST_UBLAS_NO_NESTED_CLASS_RELATION
            typename E::const_iterator1 it1e (it2e.begin ());
            typename E::const_iterator1 it1e_end (it2e.end ());
#else
            typename E::const_iterator1 it1e (begin (it2e, iterator2_tag ()));
            typename E::const_iterator1 it1e_end (end (it2e, iterator2_tag ()));
#endif
            while (it1e != it1e_end) {
                if (conformant_restrict_type::other (it1e.index1 (), it1e.index2 ()))
                    if (*it1e != value_type/*zero*/())
                        index.push_back (std::pair<size_type, size_type> (it1e.index1 (), it1e.index2 ()));
                ++ it1e;
            }
            ++ it2e;
        }
        // ISSUE proxies require insert_element
        for (size_type k = 0; k < index.size (); ++ k)
            m (index [k].first, index [k].second) = value_type/*zero*/();
    }

}//namespace detail


    // Explicitly iterating row major
    template<template <class T1, class T2> class F, class M, class T>
    // BOOST_UBLAS_INLINE This function seems to be big. So we do not let the compiler inline it.
    void iterating_matrix_assign_scalar (M &m, const T &t, row_major_tag) {
        typedef F<typename M::iterator2::reference, T> functor_type;
        typedef typename M::difference_type difference_type;
        difference_type size1 (m.size1 ());
        difference_type size2 (m.size2 ());