You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
1571 lines
58 KiB
1571 lines
58 KiB
/* -*- c++ -*- (enables emacs c++ mode) */
|
|
/*===========================================================================
|
|
|
|
Copyright (C) 2002-2017 Yves Renard
|
|
|
|
This file is a part of GetFEM++
|
|
|
|
GetFEM++ is free software; you can redistribute it and/or modify it
|
|
under the terms of the GNU Lesser General Public License as published
|
|
by the Free Software Foundation; either version 3 of the License, or
|
|
(at your option) any later version along with the GCC Runtime Library
|
|
Exception either version 3.1 or (at your option) any later version.
|
|
This program is distributed in the hope that it will be useful, but
|
|
WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY
|
|
or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public
|
|
License and GCC Runtime Library Exception for more details.
|
|
You should have received a copy of the GNU Lesser General Public License
|
|
along with this program; if not, write to the Free Software Foundation,
|
|
Inc., 51 Franklin St, Fifth Floor, Boston, MA 02110-1301, USA.
|
|
|
|
As a special exception, you may use this file as it is a part of a free
|
|
software library without restriction. Specifically, if other files
|
|
instantiate templates or use macros or inline functions from this file,
|
|
or you compile this file and link it with other files to produce an
|
|
executable, this file does not by itself cause the resulting executable
|
|
to be covered by the GNU Lesser General Public License. This exception
|
|
does not however invalidate any other reasons why the executable file
|
|
might be covered by the GNU Lesser General Public License.
|
|
|
|
===========================================================================*/
|
|
/**@file gmm_vector.h
|
|
@author Yves Renard <Yves.Renard@insa-lyon.fr>
|
|
@date October 13, 2002.
|
|
@brief Declaration of the vector types (gmm::rsvector, gmm::wsvector,
|
|
gmm::slvector ,..)
|
|
*/
|
|
#ifndef GMM_VECTOR_H__
|
|
#define GMM_VECTOR_H__
|
|
|
|
#include <map>
|
|
#include "gmm_interface.h"
|
|
|
|
namespace gmm {
|
|
|
|
/*************************************************************************/
|
|
/* */
|
|
/* Class ref_elt_vector: reference on a vector component. */
|
|
/* */
|
|
/*************************************************************************/
|
|
|
|
|
|
template<typename T, typename V> class ref_elt_vector {
|
|
|
|
V *pm;
|
|
size_type l;
|
|
|
|
public :
|
|
|
|
operator T() const { return pm->r(l); }
|
|
ref_elt_vector(V *p, size_type ll) : pm(p), l(ll) {}
|
|
inline bool operator ==(T v) const { return ((*pm).r(l) == v); }
|
|
inline bool operator !=(T v) const { return ((*pm).r(l) != v); }
|
|
inline bool operator ==(std::complex<T> v) const
|
|
{ return ((*pm).r(l) == v); }
|
|
inline bool operator !=(std::complex<T> v) const
|
|
{ return ((*pm).r(l) != v); }
|
|
inline ref_elt_vector &operator +=(T v)
|
|
{ (*pm).wa(l, v); return *this; }
|
|
inline ref_elt_vector &operator -=(T v)
|
|
{ (*pm).wa(l, -v); return *this; }
|
|
inline ref_elt_vector &operator /=(T v)
|
|
{ (*pm).w(l,(*pm).r(l) / v); return *this; }
|
|
inline ref_elt_vector &operator *=(T v)
|
|
{ (*pm).w(l,(*pm).r(l) * v); return *this; }
|
|
inline ref_elt_vector &operator =(const ref_elt_vector &re)
|
|
{ *this = T(re); return *this; }
|
|
inline ref_elt_vector &operator =(T v)
|
|
{ (*pm).w(l,v); return *this; }
|
|
T operator +() { return T(*this); }
|
|
T operator -() { return -T(*this); }
|
|
T operator +(T v) { return T(*this)+ v; }
|
|
T operator -(T v) { return T(*this)- v; }
|
|
T operator *(T v) { return T(*this)* v; }
|
|
T operator /(T v) { return T(*this)/ v; }
|
|
std::complex<T> operator +(std::complex<T> v) { return T(*this)+ v; }
|
|
std::complex<T> operator -(std::complex<T> v) { return T(*this)- v; }
|
|
std::complex<T> operator *(std::complex<T> v) { return T(*this)* v; }
|
|
std::complex<T> operator /(std::complex<T> v) { return T(*this)/ v; }
|
|
};
|
|
|
|
template<typename T, typename V> class ref_elt_vector<std::complex<T>,V> {
|
|
|
|
V *pm;
|
|
size_type l;
|
|
|
|
public :
|
|
|
|
operator std::complex<T>() const { return pm->r(l); }
|
|
ref_elt_vector(V *p, size_type ll) : pm(p), l(ll) {}
|
|
inline bool operator ==(std::complex<T> v) const
|
|
{ return ((*pm).r(l) == v); }
|
|
inline bool operator !=(std::complex<T> v) const
|
|
{ return ((*pm).r(l) != v); }
|
|
inline bool operator ==(T v) const { return ((*pm).r(l) == v); }
|
|
inline bool operator !=(T v) const { return ((*pm).r(l) != v); }
|
|
inline ref_elt_vector &operator +=(std::complex<T> v)
|
|
{ (*pm).w(l,(*pm).r(l) + v); return *this; }
|
|
inline ref_elt_vector &operator -=(std::complex<T> v)
|
|
{ (*pm).w(l,(*pm).r(l) - v); return *this; }
|
|
inline ref_elt_vector &operator /=(std::complex<T> v)
|
|
{ (*pm).w(l,(*pm).r(l) / v); return *this; }
|
|
inline ref_elt_vector &operator *=(std::complex<T> v)
|
|
{ (*pm).w(l,(*pm).r(l) * v); return *this; }
|
|
inline ref_elt_vector &operator =(const ref_elt_vector &re)
|
|
{ *this = T(re); return *this; }
|
|
inline ref_elt_vector &operator =(std::complex<T> v)
|
|
{ (*pm).w(l,v); return *this; }
|
|
inline ref_elt_vector &operator =(T v)
|
|
{ (*pm).w(l,std::complex<T>(v)); return *this; }
|
|
inline ref_elt_vector &operator +=(T v)
|
|
{ (*pm).w(l,(*pm).r(l) + v); return *this; }
|
|
inline ref_elt_vector &operator -=(T v)
|
|
{ (*pm).w(l,(*pm).r(l) - v); return *this; }
|
|
inline ref_elt_vector &operator /=(T v)
|
|
{ (*pm).w(l,(*pm).r(l) / v); return *this; }
|
|
inline ref_elt_vector &operator *=(T v)
|
|
{ (*pm).w(l,(*pm).r(l) * v); return *this; }
|
|
std::complex<T> operator +() { return std::complex<T>(*this); }
|
|
std::complex<T> operator -() { return -std::complex<T>(*this); }
|
|
std::complex<T> operator +(T v) { return std::complex<T>(*this)+ v; }
|
|
std::complex<T> operator -(T v) { return std::complex<T>(*this)- v; }
|
|
std::complex<T> operator *(T v) { return std::complex<T>(*this)* v; }
|
|
std::complex<T> operator /(T v) { return std::complex<T>(*this)/ v; }
|
|
std::complex<T> operator +(std::complex<T> v)
|
|
{ return std::complex<T>(*this)+ v; }
|
|
std::complex<T> operator -(std::complex<T> v)
|
|
{ return std::complex<T>(*this)- v; }
|
|
std::complex<T> operator *(std::complex<T> v)
|
|
{ return std::complex<T>(*this)* v; }
|
|
std::complex<T> operator /(std::complex<T> v)
|
|
{ return std::complex<T>(*this)/ v; }
|
|
};
|
|
|
|
|
|
template<typename T, typename V> inline
|
|
bool operator ==(T v, const ref_elt_vector<T, V> &re) { return (v==T(re)); }
|
|
template<typename T, typename V> inline
|
|
bool operator !=(T v, const ref_elt_vector<T, V> &re) { return (v!=T(re)); }
|
|
template<typename T, typename V> inline
|
|
T &operator +=(T &v, const ref_elt_vector<T, V> &re)
|
|
{ v += T(re); return v; }
|
|
template<typename T, typename V> inline
|
|
T &operator -=(T &v, const ref_elt_vector<T, V> &re)
|
|
{ v -= T(re); return v; }
|
|
template<typename T, typename V> inline
|
|
T &operator *=(T &v, const ref_elt_vector<T, V> &re)
|
|
{ v *= T(re); return v; }
|
|
template<typename T, typename V> inline
|
|
T &operator /=(T &v, const ref_elt_vector<T, V> &re)
|
|
{ v /= T(re); return v; }
|
|
template<typename T, typename V> inline
|
|
T operator +(T v, const ref_elt_vector<T, V> &re) { return v+ T(re); }
|
|
template<typename T, typename V> inline
|
|
T operator -(T v, const ref_elt_vector<T, V> &re) { return v- T(re); }
|
|
template<typename T, typename V> inline
|
|
T operator *(T v, const ref_elt_vector<T, V> &re) { return v* T(re); }
|
|
template<typename T, typename V> inline
|
|
T operator /(T v, const ref_elt_vector<T, V> &re) { return v/ T(re); }
|
|
template<typename T, typename V> inline
|
|
std::complex<T> operator +(std::complex<T> v, const ref_elt_vector<T, V> &re)
|
|
{ return v+ T(re); }
|
|
template<typename T, typename V> inline
|
|
std::complex<T> operator -(std::complex<T> v, const ref_elt_vector<T, V> &re)
|
|
{ return v- T(re); }
|
|
template<typename T, typename V> inline
|
|
std::complex<T> operator *(std::complex<T> v, const ref_elt_vector<T, V> &re)
|
|
{ return v* T(re); }
|
|
template<typename T, typename V> inline
|
|
std::complex<T> operator /(std::complex<T> v, const ref_elt_vector<T, V> &re)
|
|
{ return v/ T(re); }
|
|
template<typename T, typename V> inline
|
|
std::complex<T> operator +(T v, const ref_elt_vector<std::complex<T>, V> &re)
|
|
{ return v+ std::complex<T>(re); }
|
|
template<typename T, typename V> inline
|
|
std::complex<T> operator -(T v, const ref_elt_vector<std::complex<T>, V> &re)
|
|
{ return v- std::complex<T>(re); }
|
|
template<typename T, typename V> inline
|
|
std::complex<T> operator *(T v, const ref_elt_vector<std::complex<T>, V> &re)
|
|
{ return v* std::complex<T>(re); }
|
|
template<typename T, typename V> inline
|
|
std::complex<T> operator /(T v, const ref_elt_vector<std::complex<T>, V> &re)
|
|
{ return v/ std::complex<T>(re); }
|
|
template<typename T, typename V> inline
|
|
typename number_traits<T>::magnitude_type
|
|
abs(const ref_elt_vector<T, V> &re) { return gmm::abs(T(re)); }
|
|
template<typename T, typename V> inline
|
|
T sqr(const ref_elt_vector<T, V> &re) { return gmm::sqr(T(re)); }
|
|
template<typename T, typename V> inline
|
|
typename number_traits<T>::magnitude_type
|
|
abs_sqr(const ref_elt_vector<T, V> &re) { return gmm::abs_sqr(T(re)); }
|
|
template<typename T, typename V> inline
|
|
T conj(const ref_elt_vector<T, V> &re) { return gmm::conj(T(re)); }
|
|
template<typename T, typename V> std::ostream &operator <<
|
|
(std::ostream &o, const ref_elt_vector<T, V> &re) { o << T(re); return o; }
|
|
template<typename T, typename V> inline
|
|
typename number_traits<T>::magnitude_type
|
|
real(const ref_elt_vector<T, V> &re) { return gmm::real(T(re)); }
|
|
template<typename T, typename V> inline
|
|
typename number_traits<T>::magnitude_type
|
|
imag(const ref_elt_vector<T, V> &re) { return gmm::imag(T(re)); }
|
|
|
|
/*************************************************************************/
|
|
/* */
|
|
/* Class dsvector: sparse vector optimized for random write operations */
|
|
/* with constant complexity for read and write operations. */
|
|
/* Based on distribution sort principle. */
|
|
/* Cheap for densely populated vectors. */
|
|
/* */
|
|
/*************************************************************************/
|
|
|
|
template<typename T> class dsvector;
|
|
|
|
template<typename T> struct dsvector_iterator {
|
|
size_type i; // Current index.
|
|
T* p; // Pointer to the current position.
|
|
dsvector<T> *v; // Pointer to the vector.
|
|
|
|
typedef T value_type;
|
|
typedef value_type* pointer;
|
|
typedef const value_type* const_pointer;
|
|
typedef value_type& reference;
|
|
// typedef size_t size_type;
|
|
typedef ptrdiff_t difference_type;
|
|
typedef std::bidirectional_iterator_tag iterator_category;
|
|
typedef dsvector_iterator<T> iterator;
|
|
|
|
reference operator *() const { return *p; }
|
|
pointer operator->() const { return &(operator*()); }
|
|
|
|
iterator &operator ++() {
|
|
for (size_type k = (i & 15); k < 15; ++k)
|
|
{ ++p; ++i; if (*p != T(0)) return *this; }
|
|
v->next_pos(*(const_cast<const_pointer *>(&(p))), i);
|
|
return *this;
|
|
}
|
|
iterator operator ++(int) { iterator tmp = *this; ++(*this); return tmp; }
|
|
iterator &operator --() {
|
|
for (size_type k = (i & 15); k > 0; --k)
|
|
{ --p; --i; if (*p != T(0)) return *this; }
|
|
v->previous_pos(p, i);
|
|
return *this;
|
|
}
|
|
iterator operator --(int) { iterator tmp = *this; --(*this); return tmp; }
|
|
|
|
bool operator ==(const iterator &it) const
|
|
{ return (i == it.i && p == it.p && v == it.v); }
|
|
bool operator !=(const iterator &it) const
|
|
{ return !(it == *this); }
|
|
|
|
size_type index(void) const { return i; }
|
|
|
|
dsvector_iterator(void) : i(size_type(-1)), p(0), v(0) {}
|
|
dsvector_iterator(dsvector<T> &w) : i(size_type(-1)), p(0), v(&w) {};
|
|
};
|
|
|
|
|
|
template<typename T> struct dsvector_const_iterator {
|
|
size_type i; // Current index.
|
|
const T* p; // Pointer to the current position.
|
|
const dsvector<T> *v; // Pointer to the vector.
|
|
|
|
typedef T value_type;
|
|
typedef const value_type* pointer;
|
|
typedef const value_type& reference;
|
|
// typedef size_t size_type;
|
|
typedef ptrdiff_t difference_type;
|
|
typedef std::bidirectional_iterator_tag iterator_category;
|
|
typedef dsvector_const_iterator<T> iterator;
|
|
|
|
reference operator *() const { return *p; }
|
|
pointer operator->() const { return &(operator*()); }
|
|
iterator &operator ++() {
|
|
for (size_type k = (i & 15); k < 15; ++k)
|
|
{ ++p; ++i; if (*p != T(0)) return *this; }
|
|
v->next_pos(p, i);
|
|
return *this;
|
|
}
|
|
iterator operator ++(int) { iterator tmp = *this; ++(*this); return tmp; }
|
|
iterator &operator --() {
|
|
for (size_type k = (i & 15); k > 0; --k)
|
|
{ --p; --i; if (*p != T(0)) return *this; }
|
|
v->previous_pos(p, i);
|
|
return *this;
|
|
}
|
|
iterator operator --(int) { iterator tmp = *this; --(*this); return tmp; }
|
|
|
|
bool operator ==(const iterator &it) const
|
|
{ return (i == it.i && p == it.p && v == it.v); }
|
|
bool operator !=(const iterator &it) const
|
|
{ return !(it == *this); }
|
|
|
|
size_type index(void) const { return i; }
|
|
|
|
dsvector_const_iterator(void) : i(size_type(-1)), p(0) {}
|
|
dsvector_const_iterator(const dsvector_iterator<T> &it)
|
|
: i(it.i), p(it.p), v(it.v) {}
|
|
dsvector_const_iterator(const dsvector<T> &w)
|
|
: i(size_type(-1)), p(0), v(&w) {};
|
|
};
|
|
|
|
|
|
/**
|
|
Sparse vector built on distribution sort principle.
|
|
Read and write access have a constant complexity depending only on the
|
|
vector size.
|
|
*/
|
|
template<typename T> class dsvector {
|
|
|
|
typedef dsvector_iterator<T> iterator;
|
|
typedef dsvector_const_iterator<T> const_iterator;
|
|
typedef dsvector<T> this_type;
|
|
typedef T * pointer;
|
|
typedef const T * const_pointer;
|
|
typedef void * void_pointer;
|
|
typedef const void * const_void_pointer;
|
|
|
|
protected:
|
|
size_type n; // Potential vector size
|
|
size_type depth; // Number of row of pointer arrays
|
|
size_type mask; // Mask for the first pointer array
|
|
size_type shift; // Shift for the first pointer array
|
|
void_pointer root_ptr; // Root pointer
|
|
|
|
const T *read_access(size_type i) const {
|
|
GMM_ASSERT1(i < n, "index out of range");
|
|
size_type my_mask = mask, my_shift = shift;
|
|
void_pointer p = root_ptr;
|
|
if (!p) return 0;
|
|
for (size_type k = 0; k < depth; ++k) {
|
|
p = ((void **)(p))[(i & my_mask) >> my_shift];
|
|
if (!p) return 0;
|
|
my_mask = (my_mask >> 4);
|
|
my_shift -= 4;
|
|
}
|
|
GMM_ASSERT1(my_shift == 0, "internal error");
|
|
GMM_ASSERT1(my_mask == 15, "internal error");
|
|
return &(((const T *)(p))[i & 15]);
|
|
}
|
|
|
|
T *write_access(size_type i) {
|
|
GMM_ASSERT1(i < n, "index " << i << " out of range (size " << n << ")");
|
|
size_type my_mask = mask, my_shift = shift;
|
|
if (!root_ptr) {
|
|
if (depth) {
|
|
root_ptr = new void_pointer[16];
|
|
std::memset(root_ptr, 0, 16*sizeof(void_pointer));
|
|
} else {
|
|
root_ptr = new T[16];
|
|
for (size_type l = 0; l < 16; ++l) ((T *)(root_ptr))[l] = T(0);
|
|
}
|
|
}
|
|
|
|
void_pointer p = root_ptr;
|
|
for (size_type k = 0; k < depth; ++k) {
|
|
size_type j = (i & my_mask) >> my_shift;
|
|
void_pointer q = ((void_pointer *)(p))[j];
|
|
if (!q) {
|
|
if (k+1 != depth) {
|
|
q = new void_pointer[16];
|
|
std::memset(q, 0, 16*sizeof(void_pointer));
|
|
} else {
|
|
q = new T[16];
|
|
for (size_type l = 0; l < 16; ++l) ((T *)(q))[l] = T(0);
|
|
}
|
|
((void_pointer *)(p))[j] = q;
|
|
}
|
|
p = q;
|
|
my_mask = (my_mask >> 4);
|
|
my_shift -= 4;
|
|
}
|
|
GMM_ASSERT1(my_shift == 0, "internal error");
|
|
GMM_ASSERT1(my_mask == 15, "internal error " << my_mask);
|
|
return &(((T *)(p))[i & 15]);
|
|
}
|
|
|
|
void init(size_type n_) {
|
|
n = n_; depth = 0; shift = 0; mask = 1; if (n_) --n_;
|
|
while (n_) { n_ /= 16; ++depth; shift += 4; mask *= 16; }
|
|
mask--; if (shift) shift -= 4; if (depth) --depth;
|
|
root_ptr = 0;
|
|
}
|
|
|
|
void rec_del(void_pointer p, size_type my_depth) {
|
|
if (my_depth) {
|
|
for (size_type k = 0; k < 16; ++k)
|
|
if (((void_pointer *)(p))[k])
|
|
rec_del(((void_pointer *)(p))[k], my_depth-1);
|
|
delete[] ((void_pointer *)(p));
|
|
} else {
|
|
delete[] ((T *)(p));
|
|
}
|
|
}
|
|
|
|
void rec_clean(void_pointer p, size_type my_depth, double eps) {
|
|
if (my_depth) {
|
|
for (size_type k = 0; k < 16; ++k)
|
|
if (((void_pointer *)(p))[k])
|
|
rec_clean(((void_pointer *)(p))[k], my_depth-1, eps);
|
|
} else {
|
|
for (size_type k = 0; k < 16; ++k)
|
|
if (gmm::abs(((T *)(p))[k]) <= eps) ((T *)(p))[k] = T(0);
|
|
}
|
|
}
|
|
|
|
void rec_clean_i(void_pointer p, size_type my_depth, size_type my_mask,
|
|
size_type i, size_type base) {
|
|
if (my_depth) {
|
|
my_mask = (my_mask >> 4);
|
|
for (size_type k = 0; k < 16; ++k)
|
|
if (((void_pointer *)(p))[k] && (base + (k+1)*(mask+1)) >= i)
|
|
rec_clean_i(((void_pointer *)(p))[k], my_depth-1, my_mask,
|
|
i, base + k*(my_mask+1));
|
|
} else {
|
|
for (size_type k = 0; k < 16; ++k)
|
|
if (base+k > i) ((T *)(p))[k] = T(0);
|
|
}
|
|
}
|
|
|
|
|
|
size_type rec_nnz(void_pointer p, size_type my_depth) const {
|
|
size_type nn = 0;
|
|
if (my_depth) {
|
|
for (size_type k = 0; k < 16; ++k)
|
|
if (((void_pointer *)(p))[k])
|
|
nn += rec_nnz(((void_pointer *)(p))[k], my_depth-1);
|
|
} else {
|
|
for (size_type k = 0; k < 16; ++k)
|
|
if (((const T *)(p))[k] != T(0)) nn++;
|
|
}
|
|
return nn;
|
|
}
|
|
|
|
void copy_rec(void_pointer &p, const_void_pointer q, size_type my_depth) {
|
|
if (my_depth) {
|
|
p = new void_pointer[16];
|
|
std::memset(p, 0, 16*sizeof(void_pointer));
|
|
for (size_type l = 0; l < 16; ++l)
|
|
if (((const const_void_pointer *)(q))[l])
|
|
copy_rec(((void_pointer *)(p))[l],
|
|
((const const_void_pointer *)(q))[l], my_depth-1);
|
|
} else {
|
|
p = new T[16];
|
|
for (size_type l = 0; l < 16; ++l) ((T *)(p))[l] = ((const T *)(q))[l];
|
|
}
|
|
}
|
|
|
|
void copy(const dsvector<T> &v) {
|
|
if (root_ptr) rec_del(root_ptr, depth);
|
|
root_ptr = 0;
|
|
mask = v.mask; depth = v.depth; n = v.n; shift = v.shift;
|
|
if (v.root_ptr) copy_rec(root_ptr, v.root_ptr, depth);
|
|
}
|
|
|
|
void next_pos_rec(void_pointer p, size_type my_depth, size_type my_mask,
|
|
const_pointer &pp, size_type &i, size_type base) const {
|
|
size_type ii = i;
|
|
if (my_depth) {
|
|
my_mask = (my_mask >> 4);
|
|
for (size_type k = 0; k < 16; ++k)
|
|
if (((void_pointer *)(p))[k] && (base + (k+1)*(my_mask+1)) >= i) {
|
|
next_pos_rec(((void_pointer *)(p))[k], my_depth-1, my_mask,
|
|
pp, i, base + k*(my_mask+1));
|
|
if (i != size_type(-1)) return; else i = ii;
|
|
}
|
|
i = size_type(-1); pp = 0;
|
|
} else {
|
|
for (size_type k = 0; k < 16; ++k)
|
|
if (base+k > i && ((const_pointer)(p))[k] != T(0))
|
|
{ i = base+k; pp = &(((const_pointer)(p))[k]); return; }
|
|
i = size_type(-1); pp = 0;
|
|
}
|
|
}
|
|
|
|
void previous_pos_rec(void_pointer p, size_type my_depth, size_type my_mask,
|
|
const_pointer &pp, size_type &i,
|
|
size_type base) const {
|
|
size_type ii = i;
|
|
if (my_depth) {
|
|
my_mask = (my_mask >> 4);
|
|
for (size_type k = 15; k != size_type(-1); --k)
|
|
if (((void_pointer *)(p))[k] && ((base + k*(my_mask+1)) < i)) {
|
|
previous_pos_rec(((void_pointer *)(p))[k], my_depth-1,
|
|
my_mask, pp, i, base + k*(my_mask+1));
|
|
if (i != size_type(-1)) return; else i = ii;
|
|
}
|
|
i = size_type(-1); pp = 0;
|
|
} else {
|
|
for (size_type k = 15; k != size_type(-1); --k)
|
|
if (base+k < i && ((const_pointer)(p))[k] != T(0))
|
|
{ i = base+k; pp = &(((const_pointer)(p))[k]); return; }
|
|
i = size_type(-1); pp = 0;
|
|
}
|
|
}
|
|
|
|
|
|
public:
|
|
void clean(double eps) { if (root_ptr) rec_clean(root_ptr, depth); }
|
|
void resize(size_type n_) {
|
|
if (n_ != n) {
|
|
n = n_;
|
|
if (n_ < n) { // Depth unchanged (a choice)
|
|
if (root_ptr) rec_clean_i(root_ptr, depth, mask, n_, 0);
|
|
} else {
|
|
// may change the depth (add some levels)
|
|
size_type my_depth = 0, my_shift = 0, my_mask = 1; if (n_) --n_;
|
|
while (n_) { n_ /= 16; ++my_depth; my_shift += 4; my_mask *= 16; }
|
|
my_mask--; if (my_shift) my_shift -= 4; if (my_depth) --my_depth;
|
|
if (my_depth > depth || depth == 0) {
|
|
if (root_ptr) {
|
|
for (size_type k = depth; k < my_depth; ++k) {
|
|
void_pointer *q = new void_pointer [16];
|
|
std::memset(q, 0, 16*sizeof(void_pointer));
|
|
q[0] = root_ptr; root_ptr = q;
|
|
}
|
|
}
|
|
mask = my_mask; depth = my_depth; shift = my_shift;
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
void clear(void) { if (root_ptr) rec_del(root_ptr, depth); root_ptr = 0; }
|
|
|
|
void next_pos(const_pointer &pp, size_type &i) const {
|
|
if (!root_ptr || i >= n) { pp = 0, i = size_type(-1); return; }
|
|
next_pos_rec(root_ptr, depth, mask, pp, i, 0);
|
|
}
|
|
|
|
void previous_pos(const_pointer &pp, size_type &i) const {
|
|
if (!root_ptr) { pp = 0, i = size_type(-1); return; }
|
|
if (i == size_type(-1)) { i = n; }
|
|
previous_pos_rec(root_ptr, depth, mask, pp, i, 0);
|
|
}
|
|
|
|
iterator begin(void) {
|
|
iterator it(*this);
|
|
if (n && root_ptr) {
|
|
it.i = 0; it.p = const_cast<T *>(read_access(0));
|
|
if (!(it.p) || *(it.p) == T(0))
|
|
next_pos(*(const_cast<const_pointer *>(&(it.p))), it.i);
|
|
}
|
|
return it;
|
|
}
|
|
|
|
iterator end(void) { return iterator(*this); }
|
|
|
|
const_iterator begin(void) const {
|
|
const_iterator it(*this);
|
|
if (n && root_ptr) {
|
|
it.i = 0; it.p = read_access(0);
|
|
if (!(it.p) || *(it.p) == T(0)) next_pos(it.p, it.i);
|
|
}
|
|
return it;
|
|
}
|
|
|
|
const_iterator end(void) const { return const_iterator(*this); }
|
|
|
|
inline ref_elt_vector<T, dsvector<T> > operator [](size_type c)
|
|
{ return ref_elt_vector<T, dsvector<T> >(this, c); }
|
|
|
|
inline void w(size_type c, const T &e) {
|
|
if (e == T(0)) { if (read_access(c)) *(write_access(c)) = e; }
|
|
else *(write_access(c)) = e;
|
|
}
|
|
|
|
inline void wa(size_type c, const T &e)
|
|
{ if (e != T(0)) { *(write_access(c)) += e; } }
|
|
|
|
inline T r(size_type c) const
|
|
{ const T *p = read_access(c); if (p) return *p; else return T(0); }
|
|
|
|
inline T operator [](size_type c) const { return r(c); }
|
|
|
|
size_type nnz(void) const
|
|
{ if (root_ptr) return rec_nnz(root_ptr, depth); else return 0; }
|
|
size_type size(void) const { return n; }
|
|
|
|
void swap(dsvector<T> &v) {
|
|
std::swap(n, v.n); std::swap(root_ptr, v.root_ptr);
|
|
std::swap(depth, v.depth); std::swap(shift, v.shift);
|
|
std::swap(mask, v.mask);
|
|
}
|
|
|
|
/* Constructors */
|
|
dsvector(const dsvector<T> &v) { init(0); copy(v); }
|
|
dsvector<T> &operator =(const dsvector<T> &v) { copy(v); return *this; }
|
|
explicit dsvector(size_type l){ init(l); }
|
|
dsvector(void) { init(0); }
|
|
~dsvector() { if (root_ptr) rec_del(root_ptr, depth); root_ptr = 0; }
|
|
};
|
|
|
|
template <typename T> struct linalg_traits<dsvector<T>> {
|
|
typedef dsvector<T> this_type;
|
|
typedef this_type origin_type;
|
|
typedef linalg_false is_reference;
|
|
typedef abstract_vector linalg_type;
|
|
typedef T value_type;
|
|
typedef ref_elt_vector<T, dsvector<T> > reference;
|
|
typedef dsvector_iterator<T> iterator;
|
|
typedef dsvector_const_iterator<T> const_iterator;
|
|
typedef abstract_sparse storage_type;
|
|
typedef linalg_true index_sorted;
|
|
static size_type size(const this_type &v) { return v.size(); }
|
|
static iterator begin(this_type &v) { return v.begin(); }
|
|
static const_iterator begin(const this_type &v) { return v.begin(); }
|
|
static iterator end(this_type &v) { return v.end(); }
|
|
static const_iterator end(const this_type &v) { return v.end(); }
|
|
static origin_type* origin(this_type &v) { return &v; }
|
|
static const origin_type* origin(const this_type &v) { return &v; }
|
|
static void clear(origin_type* o, const iterator &, const iterator &)
|
|
{ o->clear(); }
|
|
static void do_clear(this_type &v) { v.clear(); }
|
|
static value_type access(const origin_type *o, const const_iterator &,
|
|
const const_iterator &, size_type i)
|
|
{ return (*o)[i]; }
|
|
static reference access(origin_type *o, const iterator &, const iterator &,
|
|
size_type i)
|
|
{ return (*o)[i]; }
|
|
static void resize(this_type &v, size_type n) { v.resize(n); }
|
|
};
|
|
|
|
template<typename T> std::ostream &operator <<
|
|
(std::ostream &o, const dsvector<T>& v) { gmm::write(o,v); return o; }
|
|
|
|
/******* Optimized operations for dsvector<T> ****************************/
|
|
|
|
template <typename T> inline void copy(const dsvector<T> &v1,
|
|
dsvector<T> &v2) {
|
|
GMM_ASSERT2(v1.size() == v2.size(), "dimensions mismatch");
|
|
v2 = v1;
|
|
}
|
|
template <typename T> inline void copy(const dsvector<T> &v1,
|
|
const dsvector<T> &v2) {
|
|
GMM_ASSERT2(v1.size() == v2.size(), "dimensions mismatch");
|
|
v2 = const_cast<dsvector<T> &>(v1);
|
|
}
|
|
template <typename T> inline
|
|
void copy(const dsvector<T> &v1, const simple_vector_ref<dsvector<T> *> &v2){
|
|
simple_vector_ref<dsvector<T> *>
|
|
*svr = const_cast<simple_vector_ref<dsvector<T> *> *>(&v2);
|
|
dsvector<T>
|
|
*pv = const_cast<dsvector<T> *>((v2.origin));
|
|
GMM_ASSERT2(vect_size(v1) == vect_size(v2), "dimensions mismatch");
|
|
*pv = v1; svr->begin_ = vect_begin(*pv); svr->end_ = vect_end(*pv);
|
|
}
|
|
template <typename T> inline
|
|
void copy(const simple_vector_ref<const dsvector<T> *> &v1,
|
|
dsvector<T> &v2)
|
|
{ copy(*(v1.origin), v2); }
|
|
template <typename T> inline
|
|
void copy(const simple_vector_ref<dsvector<T> *> &v1, dsvector<T> &v2)
|
|
{ copy(*(v1.origin), v2); }
|
|
template <typename T> inline
|
|
void copy(const simple_vector_ref<dsvector<T> *> &v1,
|
|
const simple_vector_ref<dsvector<T> *> &v2)
|
|
{ copy(*(v1.origin), v2); }
|
|
template <typename T> inline
|
|
void copy(const simple_vector_ref<const dsvector<T> *> &v1,
|
|
const simple_vector_ref<dsvector<T> *> &v2)
|
|
{ copy(*(v1.origin), v2); }
|
|
|
|
template <typename T>
|
|
inline size_type nnz(const dsvector<T>& l) { return l.nnz(); }
|
|
|
|
/*************************************************************************/
|
|
/* */
|
|
/* Class wsvector: sparse vector optimized for random write operations, */
|
|
/* with log(n) complexity for read and write operations. */
|
|
/* Based on std::map */
|
|
/* */
|
|
/*************************************************************************/
|
|
|
|
template<typename T> struct wsvector_iterator
|
|
: public std::map<size_type, T>::iterator {
|
|
typedef typename std::map<size_type, T>::iterator base_it_type;
|
|
typedef T value_type;
|
|
typedef value_type* pointer;
|
|
typedef value_type& reference;
|
|
// typedef size_t size_type;
|
|
typedef ptrdiff_t difference_type;
|
|
typedef std::bidirectional_iterator_tag iterator_category;
|
|
|
|
reference operator *() const { return (base_it_type::operator*()).second; }
|
|
pointer operator->() const { return &(operator*()); }
|
|
size_type index(void) const { return (base_it_type::operator*()).first; }
|
|
|
|
wsvector_iterator(void) {}
|
|
wsvector_iterator(const base_it_type &it) : base_it_type(it) {}
|
|
};
|
|
|
|
template<typename T> struct wsvector_const_iterator
|
|
: public std::map<size_type, T>::const_iterator {
|
|
typedef typename std::map<size_type, T>::const_iterator base_it_type;
|
|
typedef T value_type;
|
|
typedef const value_type* pointer;
|
|
typedef const value_type& reference;
|
|
// typedef size_t size_type;
|
|
typedef ptrdiff_t difference_type;
|
|
typedef std::bidirectional_iterator_tag iterator_category;
|
|
|
|
reference operator *() const { return (base_it_type::operator*()).second; }
|
|
pointer operator->() const { return &(operator*()); }
|
|
size_type index(void) const { return (base_it_type::operator*()).first; }
|
|
|
|
wsvector_const_iterator(void) {}
|
|
wsvector_const_iterator(const wsvector_iterator<T> &it)
|
|
: base_it_type(it) {}
|
|
wsvector_const_iterator(const base_it_type &it) : base_it_type(it) {}
|
|
};
|
|
|
|
|
|
/**
|
|
sparse vector built upon std::map.
|
|
Read and write access are quite fast (log n)
|
|
*/
|
|
template<typename T> class wsvector : public std::map<size_type, T> {
|
|
public:
|
|
|
|
typedef typename std::map<int, T>::size_type size_type;
|
|
typedef std::map<size_type, T> base_type;
|
|
typedef typename base_type::iterator iterator;
|
|
typedef typename base_type::const_iterator const_iterator;
|
|
|
|
protected:
|
|
size_type nbl;
|
|
|
|
public:
|
|
void clean(double eps);
|
|
void resize(size_type);
|
|
|
|
inline ref_elt_vector<T, wsvector<T> > operator [](size_type c)
|
|
{ return ref_elt_vector<T, wsvector<T> >(this, c); }
|
|
|
|
inline void w(size_type c, const T &e) {
|
|
GMM_ASSERT2(c < nbl, "out of range");
|
|
if (e == T(0)) { this->erase(c); }
|
|
else base_type::operator [](c) = e;
|
|
}
|
|
|
|
inline void wa(size_type c, const T &e) {
|
|
GMM_ASSERT2(c < nbl, "out of range");
|
|
if (e != T(0)) {
|
|
iterator it = this->lower_bound(c);
|
|
if (it != this->end() && it->first == c) it->second += e;
|
|
else base_type::operator [](c) = e;
|
|
}
|
|
}
|
|
|
|
inline T r(size_type c) const {
|
|
GMM_ASSERT2(c < nbl, "out of range");
|
|
const_iterator it = this->lower_bound(c);
|
|
if (it != this->end() && c == it->first) return it->second;
|
|
else return T(0);
|
|
}
|
|
|
|
inline T operator [](size_type c) const { return r(c); }
|
|
|
|
size_type nb_stored(void) const { return base_type::size(); }
|
|
size_type size(void) const { return nbl; }
|
|
|
|
void swap(wsvector<T> &v)
|
|
{ std::swap(nbl, v.nbl); std::map<size_type, T>::swap(v); }
|
|
|
|
|
|
/* Constructors */
|
|
void init(size_type l) { nbl = l; this->clear(); }
|
|
explicit wsvector(size_type l){ init(l); }
|
|
wsvector(void) { init(0); }
|
|
};
|
|
|
|
template<typename T> void wsvector<T>::clean(double eps) {
|
|
iterator it = this->begin(), itf = it, ite = this->end();
|
|
while (it != ite) {
|
|
++itf; if (gmm::abs(it->second) <= eps) this->erase(it); it = itf;
|
|
}
|
|
}
|
|
|
|
template<typename T> void wsvector<T>::resize(size_type n) {
|
|
if (n < nbl) {
|
|
iterator it = this->begin(), itf = it, ite = this->end();
|
|
while (it != ite) { ++itf; if (it->first >= n) this->erase(it); it=itf; }
|
|
}
|
|
nbl = n;
|
|
}
|
|
|
|
template <typename T> struct linalg_traits<wsvector<T> > {
|
|
typedef wsvector<T> this_type;
|
|
typedef this_type origin_type;
|
|
typedef linalg_false is_reference;
|
|
typedef abstract_vector linalg_type;
|
|
typedef T value_type;
|
|
typedef ref_elt_vector<T, wsvector<T> > reference;
|
|
typedef wsvector_iterator<T> iterator;
|
|
typedef wsvector_const_iterator<T> const_iterator;
|
|
typedef abstract_sparse storage_type;
|
|
typedef linalg_true index_sorted;
|
|
static size_type size(const this_type &v) { return v.size(); }
|
|
static iterator begin(this_type &v) { return v.begin(); }
|
|
static const_iterator begin(const this_type &v) { return v.begin(); }
|
|
static iterator end(this_type &v) { return v.end(); }
|
|
static const_iterator end(const this_type &v) { return v.end(); }
|
|
static origin_type* origin(this_type &v) { return &v; }
|
|
static const origin_type* origin(const this_type &v) { return &v; }
|
|
static void clear(origin_type* o, const iterator &, const iterator &)
|
|
{ o->clear(); }
|
|
static void do_clear(this_type &v) { v.clear(); }
|
|
static value_type access(const origin_type *o, const const_iterator &,
|
|
const const_iterator &, size_type i)
|
|
{ return (*o)[i]; }
|
|
static reference access(origin_type *o, const iterator &, const iterator &,
|
|
size_type i)
|
|
{ return (*o)[i]; }
|
|
static void resize(this_type &v, size_type n) { v.resize(n); }
|
|
};
|
|
|
|
template<typename T> std::ostream &operator <<
|
|
(std::ostream &o, const wsvector<T>& v) { gmm::write(o,v); return o; }
|
|
|
|
/******* Optimized BLAS for wsvector<T> **********************************/
|
|
|
|
template <typename T> inline void copy(const wsvector<T> &v1,
|
|
wsvector<T> &v2) {
|
|
GMM_ASSERT2(vect_size(v1) == vect_size(v2), "dimensions mismatch");
|
|
v2 = v1;
|
|
}
|
|
template <typename T> inline
|
|
void copy(const wsvector<T> &v1, const simple_vector_ref<wsvector<T> *> &v2){
|
|
simple_vector_ref<wsvector<T> *>
|
|
*svr = const_cast<simple_vector_ref<wsvector<T> *> *>(&v2);
|
|
wsvector<T>
|
|
*pv = const_cast<wsvector<T> *>(v2.origin);
|
|
GMM_ASSERT2(vect_size(v1) == vect_size(v2), "dimensions mismatch");
|
|
*pv = v1; svr->begin_ = vect_begin(*pv); svr->end_ = vect_end(*pv);
|
|
}
|
|
template <typename T> inline
|
|
void copy(const simple_vector_ref<const wsvector<T> *> &v1,
|
|
wsvector<T> &v2)
|
|
{ copy(*(v1.origin), v2); }
|
|
template <typename T> inline
|
|
void copy(const simple_vector_ref<wsvector<T> *> &v1, wsvector<T> &v2)
|
|
{ copy(*(v1.origin), v2); }
|
|
|
|
template <typename T> inline void clean(wsvector<T> &v, double eps) {
|
|
typedef typename number_traits<T>::magnitude_type R;
|
|
typename wsvector<T>::iterator it = v.begin(), ite = v.end(), itc;
|
|
while (it != ite)
|
|
if (gmm::abs((*it).second) <= R(eps))
|
|
{ itc=it; ++it; v.erase(itc); } else ++it;
|
|
}
|
|
|
|
template <typename T>
|
|
inline void clean(const simple_vector_ref<wsvector<T> *> &l, double eps) {
|
|
simple_vector_ref<wsvector<T> *>
|
|
*svr = const_cast<simple_vector_ref<wsvector<T> *> *>(&l);
|
|
wsvector<T>
|
|
*pv = const_cast<wsvector<T> *>((l.origin));
|
|
clean(*pv, eps);
|
|
svr->begin_ = vect_begin(*pv); svr->end_ = vect_end(*pv);
|
|
}
|
|
|
|
template <typename T>
|
|
inline size_type nnz(const wsvector<T>& l) { return l.nb_stored(); }
|
|
|
|
/*************************************************************************/
|
|
/* */
|
|
/* rsvector: sparse vector optimized for linear algebra operations. */
|
|
/* */
|
|
/*************************************************************************/
|
|
|
|
template<typename T> struct elt_rsvector_ {
|
|
size_type c; T e;
|
|
/* e is initialized by default to avoid some false warnings of valgrind.
|
|
(from http://valgrind.org/docs/manual/mc-manual.html:
|
|
|
|
When memory is read into the CPU's floating point registers, the
|
|
relevant V bits are read from memory and they are immediately
|
|
checked. If any are invalid, an uninitialised value error is
|
|
emitted. This precludes using the floating-point registers to copy
|
|
possibly-uninitialised memory, but simplifies Valgrind in that it
|
|
does not have to track the validity status of the floating-point
|
|
registers.
|
|
*/
|
|
elt_rsvector_(void) : e(0) {}
|
|
elt_rsvector_(size_type cc) : c(cc), e(0) {}
|
|
elt_rsvector_(size_type cc, const T &ee) : c(cc), e(ee) {}
|
|
bool operator < (const elt_rsvector_ &a) const { return c < a.c; }
|
|
bool operator == (const elt_rsvector_ &a) const { return c == a.c; }
|
|
bool operator != (const elt_rsvector_ &a) const { return c != a.c; }
|
|
};
|
|
|
|
template<typename T> struct rsvector_iterator {
|
|
typedef typename std::vector<elt_rsvector_<T> >::iterator IT;
|
|
typedef T value_type;
|
|
typedef value_type* pointer;
|
|
typedef value_type& reference;
|
|
typedef size_t size_type;
|
|
typedef ptrdiff_t difference_type;
|
|
typedef std::bidirectional_iterator_tag iterator_category;
|
|
typedef rsvector_iterator<T> iterator;
|
|
|
|
IT it;
|
|
|
|
reference operator *() const { return it->e; }
|
|
pointer operator->() const { return &(operator*()); }
|
|
|
|
iterator &operator ++() { ++it; return *this; }
|
|
iterator operator ++(int) { iterator tmp = *this; ++(*this); return tmp; }
|
|
iterator &operator --() { --it; return *this; }
|
|
iterator operator --(int) { iterator tmp = *this; --(*this); return tmp; }
|
|
|
|
bool operator ==(const iterator &i) const { return it == i.it; }
|
|
bool operator !=(const iterator &i) const { return !(i == *this); }
|
|
|
|
size_type index(void) const { return it->c; }
|
|
rsvector_iterator(void) {}
|
|
rsvector_iterator(const IT &i) : it(i) {}
|
|
};
|
|
|
|
template<typename T> struct rsvector_const_iterator {
|
|
typedef typename std::vector<elt_rsvector_<T> >::const_iterator IT;
|
|
typedef T value_type;
|
|
typedef const value_type* pointer;
|
|
typedef const value_type& reference;
|
|
typedef size_t size_type;
|
|
typedef ptrdiff_t difference_type;
|
|
typedef std::forward_iterator_tag iterator_category;
|
|
typedef rsvector_const_iterator<T> iterator;
|
|
|
|
IT it;
|
|
|
|
reference operator *() const { return it->e; }
|
|
pointer operator->() const { return &(operator*()); }
|
|
size_type index(void) const { return it->c; }
|
|
|
|
iterator &operator ++() { ++it; return *this; }
|
|
iterator operator ++(int) { iterator tmp = *this; ++(*this); return tmp; }
|
|
iterator &operator --() { --it; return *this; }
|
|
iterator operator --(int) { iterator tmp = *this; --(*this); return tmp; }
|
|
|
|
bool operator ==(const iterator &i) const { return it == i.it; }
|
|
bool operator !=(const iterator &i) const { return !(i == *this); }
|
|
|
|
rsvector_const_iterator(void) {}
|
|
rsvector_const_iterator(const rsvector_iterator<T> &i) : it(i.it) {}
|
|
rsvector_const_iterator(const IT &i) : it(i) {}
|
|
};
|
|
|
|
/**
|
|
sparse vector built upon std::vector. Read access is fast,
|
|
but insertion is O(n)
|
|
*/
|
|
template<typename T> class rsvector : public std::vector<elt_rsvector_<T> > {
|
|
public:
|
|
|
|
typedef std::vector<elt_rsvector_<T> > base_type_;
|
|
typedef typename base_type_::iterator iterator;
|
|
typedef typename base_type_::const_iterator const_iterator;
|
|
typedef typename base_type_::size_type size_type;
|
|
typedef T value_type;
|
|
|
|
protected:
|
|
size_type nbl; /* size of the vector. */
|
|
|
|
public:
|
|
|
|
void sup(size_type j);
|
|
void base_resize(size_type n) { base_type_::resize(n); }
|
|
void resize(size_type);
|
|
|
|
ref_elt_vector<T, rsvector<T> > operator [](size_type c)
|
|
{ return ref_elt_vector<T, rsvector<T> >(this, c); }
|
|
|
|
void w(size_type c, const T &e);
|
|
void wa(size_type c, const T &e);
|
|
T r(size_type c) const;
|
|
void swap_indices(size_type i, size_type j);
|
|
|
|
inline T operator [](size_type c) const { return r(c); }
|
|
|
|
size_type nb_stored(void) const { return base_type_::size(); }
|
|
size_type size(void) const { return nbl; }
|
|
void clear(void) { base_type_::resize(0); }
|
|
void swap(rsvector<T> &v)
|
|
{ std::swap(nbl, v.nbl); std::vector<elt_rsvector_<T> >::swap(v); }
|
|
|
|
/* Constructeurs */
|
|
explicit rsvector(size_type l) : nbl(l) { }
|
|
rsvector(void) : nbl(0) { }
|
|
};
|
|
|
|
template <typename T>
|
|
void rsvector<T>::swap_indices(size_type i, size_type j) {
|
|
if (i > j) std::swap(i, j);
|
|
if (i != j) {
|
|
int situation = 0;
|
|
elt_rsvector_<T> ei(i), ej(j), a;
|
|
iterator it, ite, iti, itj;
|
|
iti = std::lower_bound(this->begin(), this->end(), ei);
|
|
if (iti != this->end() && iti->c == i) situation += 1;
|
|
itj = std::lower_bound(this->begin(), this->end(), ej);
|
|
if (itj != this->end() && itj->c == j) situation += 2;
|
|
|
|
switch (situation) {
|
|
case 1 : a = *iti; a.c = j; it = iti; ++it; ite = this->end();
|
|
for (; it != ite && it->c <= j; ++it, ++iti) *iti = *it;
|
|
*iti = a;
|
|
break;
|
|
case 2 : a = *itj; a.c = i; it = itj; ite = this->begin();
|
|
if (it != ite) {
|
|
--it;
|
|
while (it->c >= i) { *itj = *it; --itj; if (it==ite) break; --it; }
|
|
}
|
|
*itj = a;
|
|
break;
|
|
case 3 : std::swap(iti->e, itj->e);
|
|
break;
|
|
}
|
|
}
|
|
}
|
|
|
|
template <typename T> void rsvector<T>::sup(size_type j) {
|
|
if (nb_stored() != 0) {
|
|
elt_rsvector_<T> ev(j);
|
|
iterator it = std::lower_bound(this->begin(), this->end(), ev);
|
|
if (it != this->end() && it->c == j) {
|
|
for (iterator ite = this->end() - 1; it != ite; ++it) *it = *(it+1);
|
|
base_resize(nb_stored()-1);
|
|
}
|
|
}
|
|
}
|
|
|
|
template<typename T> void rsvector<T>::resize(size_type n) {
|
|
if (n < nbl) {
|
|
for (size_type i = 0; i < nb_stored(); ++i)
|
|
if (base_type_::operator[](i).c >= n) { base_resize(i); break; }
|
|
}
|
|
nbl = n;
|
|
}
|
|
|
|
template <typename T> void rsvector<T>::w(size_type c, const T &e) {
|
|
GMM_ASSERT2(c < nbl, "out of range");
|
|
if (e == T(0)) sup(c);
|
|
else {
|
|
elt_rsvector_<T> ev(c, e);
|
|
if (nb_stored() == 0) {
|
|
base_type_::push_back(ev);
|
|
}
|
|
else {
|
|
iterator it = std::lower_bound(this->begin(), this->end(), ev);
|
|
if (it != this->end() && it->c == c) it->e = e;
|
|
else {
|
|
size_type ind = it - this->begin(), nb = this->nb_stored();
|
|
if (nb - ind > 1100)
|
|
GMM_WARNING2("Inefficient addition of element in rsvector with "
|
|
<< this->nb_stored() - ind << " non-zero entries");
|
|
base_type_::push_back(ev);
|
|
if (ind != nb) {
|
|
it = this->begin() + ind;
|
|
iterator ite = this->end(); --ite; iterator itee = ite;
|
|
for (; ite != it; --ite) { --itee; *ite = *itee; }
|
|
*it = ev;
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
template <typename T> void rsvector<T>::wa(size_type c, const T &e) {
|
|
GMM_ASSERT2(c < nbl, "out of range");
|
|
if (e != T(0)) {
|
|
elt_rsvector_<T> ev(c, e);
|
|
if (nb_stored() == 0) {
|
|
base_type_::push_back(ev);
|
|
}
|
|
else {
|
|
iterator it = std::lower_bound(this->begin(), this->end(), ev);
|
|
if (it != this->end() && it->c == c) it->e += e;
|
|
else {
|
|
size_type ind = it - this->begin(), nb = this->nb_stored();
|
|
if (nb - ind > 1100)
|
|
GMM_WARNING2("Inefficient addition of element in rsvector with "
|
|
<< this->nb_stored() - ind << " non-zero entries");
|
|
base_type_::push_back(ev);
|
|
if (ind != nb) {
|
|
it = this->begin() + ind;
|
|
iterator ite = this->end(); --ite; iterator itee = ite;
|
|
for (; ite != it; --ite) { --itee; *ite = *itee; }
|
|
*it = ev;
|
|
}
|
|
}
|
|
}
|
|
}
|
|
}
|
|
|
|
template <typename T> T rsvector<T>::r(size_type c) const {
|
|
GMM_ASSERT2(c < nbl, "out of range. Index " << c
|
|
<< " for a length of " << nbl);
|
|
if (nb_stored() != 0) {
|
|
elt_rsvector_<T> ev(c);
|
|
const_iterator it = std::lower_bound(this->begin(), this->end(), ev);
|
|
if (it != this->end() && it->c == c) return it->e;
|
|
}
|
|
return T(0);
|
|
}
|
|
|
|
template <typename T> struct linalg_traits<rsvector<T> > {
|
|
typedef rsvector<T> this_type;
|
|
typedef this_type origin_type;
|
|
typedef linalg_false is_reference;
|
|
typedef abstract_vector linalg_type;
|
|
typedef T value_type;
|
|
typedef ref_elt_vector<T, rsvector<T> > reference;
|
|
typedef rsvector_iterator<T> iterator;
|
|
typedef rsvector_const_iterator<T> const_iterator;
|
|
typedef abstract_sparse storage_type;
|
|
typedef linalg_true index_sorted;
|
|
static size_type size(const this_type &v) { return v.size(); }
|
|
static iterator begin(this_type &v) { return iterator(v.begin()); }
|
|
static const_iterator begin(const this_type &v)
|
|
{ return const_iterator(v.begin()); }
|
|
static iterator end(this_type &v) { return iterator(v.end()); }
|
|
static const_iterator end(const this_type &v)
|
|
{ return const_iterator(v.end()); }
|
|
static origin_type* origin(this_type &v) { return &v; }
|
|
static const origin_type* origin(const this_type &v) { return &v; }
|
|
static void clear(origin_type* o, const iterator &, const iterator &)
|
|
{ o->clear(); }
|
|
static void do_clear(this_type &v) { v.clear(); }
|
|
static value_type access(const origin_type *o, const const_iterator &,
|
|
const const_iterator &, size_type i)
|
|
{ return (*o)[i]; }
|
|
static reference access(origin_type *o, const iterator &, const iterator &,
|
|
size_type i)
|
|
{ return (*o)[i]; }
|
|
static void resize(this_type &v, size_type n) { v.resize(n); }
|
|
};
|
|
|
|
template<typename T> std::ostream &operator <<
|
|
(std::ostream &o, const rsvector<T>& v) { gmm::write(o,v); return o; }
|
|
|
|
/******* Optimized operations for rsvector<T> ****************************/
|
|
|
|
template <typename T> inline void copy(const rsvector<T> &v1,
|
|
rsvector<T> &v2) {
|
|
GMM_ASSERT2(vect_size(v1) == vect_size(v2), "dimensions mismatch");
|
|
v2 = v1;
|
|
}
|
|
template <typename T> inline
|
|
void copy(const rsvector<T> &v1, const simple_vector_ref<rsvector<T> *> &v2){
|
|
simple_vector_ref<rsvector<T> *>
|
|
*svr = const_cast<simple_vector_ref<rsvector<T> *> *>(&v2);
|
|
rsvector<T>
|
|
*pv = const_cast<rsvector<T> *>((v2.origin));
|
|
GMM_ASSERT2(vect_size(v1) == vect_size(v2), "dimensions mismatch");
|
|
*pv = v1; svr->begin_ = vect_begin(*pv); svr->end_ = vect_end(*pv);
|
|
}
|
|
template <typename T> inline
|
|
void copy(const simple_vector_ref<const rsvector<T> *> &v1,
|
|
rsvector<T> &v2)
|
|
{ copy(*(v1.origin), v2); }
|
|
template <typename T> inline
|
|
void copy(const simple_vector_ref<rsvector<T> *> &v1, rsvector<T> &v2)
|
|
{ copy(*(v1.origin), v2); }
|
|
|
|
template <typename V, typename T> inline void add(const V &v1,
|
|
rsvector<T> &v2) {
|
|
if ((const void *)(&v1) != (const void *)(&v2)) {
|
|
GMM_ASSERT2(vect_size(v1) == vect_size(v2), "dimensions mismatch");
|
|
add_rsvector(v1, v2, typename linalg_traits<V>::storage_type());
|
|
}
|
|
}
|
|
|
|
template <typename V, typename T>
|
|
inline void add_rsvector(const V &v1, rsvector<T> &v2, abstract_dense)
|
|
{ add(v1, v2, abstract_dense(), abstract_sparse()); }
|
|
|
|
template <typename V, typename T>
|
|
inline void add_rsvector(const V &v1, rsvector<T> &v2, abstract_skyline)
|
|
{ add(v1, v2, abstract_skyline(), abstract_sparse()); }
|
|
|
|
template <typename V, typename T>
|
|
void add_rsvector(const V &v1, rsvector<T> &v2, abstract_sparse) {
|
|
add_rsvector(v1, v2, typename linalg_traits<V>::index_sorted());
|
|
}
|
|
|
|
template <typename V, typename T>
|
|
void add_rsvector(const V &v1, rsvector<T> &v2, linalg_false) {
|
|
add(v1, v2, abstract_sparse(), abstract_sparse());
|
|
}
|
|
|
|
template <typename V, typename T>
|
|
void add_rsvector(const V &v1, rsvector<T> &v2, linalg_true) {
|
|
typename linalg_traits<V>::const_iterator it1 = vect_const_begin(v1),
|
|
ite1 = vect_const_end(v1);
|
|
typename rsvector<T>::iterator it2 = v2.begin(), ite2 = v2.end(), it3;
|
|
size_type nbc = 0, old_nbc = v2.nb_stored();
|
|
for (; it1 != ite1 && it2 != ite2 ; ++nbc)
|
|
if (it1.index() == it2->c) { ++it1; ++it2; }
|
|
else if (it1.index() < it2->c) ++it1; else ++it2;
|
|
for (; it1 != ite1; ++it1) ++nbc;
|
|
for (; it2 != ite2; ++it2) ++nbc;
|
|
|
|
v2.base_resize(nbc);
|
|
it3 = v2.begin() + old_nbc;
|
|
it2 = v2.end(); ite2 = v2.begin();
|
|
it1 = vect_end(v1); ite1 = vect_const_begin(v1);
|
|
while (it1 != ite1 && it3 != ite2) {
|
|
--it3; --it1; --it2;
|
|
if (it3->c > it1.index()) { *it2 = *it3; ++it1; }
|
|
else if (it3->c == it1.index()) { *it2=*it3; it2->e+=*it1; }
|
|
else { it2->c = it1.index(); it2->e = *it1; ++it3; }
|
|
}
|
|
while (it1 != ite1) { --it1; --it2; it2->c = it1.index(); it2->e = *it1; }
|
|
}
|
|
|
|
template <typename V, typename T> void copy(const V &v1, rsvector<T> &v2) {
|
|
if ((const void *)(&v1) != (const void *)(&v2)) {
|
|
GMM_ASSERT2(vect_size(v1) == vect_size(v2), "dimensions mismatch");
|
|
if (same_origin(v1, v2))
|
|
GMM_WARNING2("a conflict is possible in vector copy\n");
|
|
copy_rsvector(v1, v2, typename linalg_traits<V>::storage_type());
|
|
}
|
|
}
|
|
|
|
template <typename V, typename T>
|
|
void copy_rsvector(const V &v1, rsvector<T> &v2, abstract_dense)
|
|
{ copy_vect(v1, v2, abstract_dense(), abstract_sparse()); }
|
|
|
|
template <typename V, typename T>
|
|
void copy_rsvector(const V &v1, rsvector<T> &v2, abstract_skyline)
|
|
{ copy_vect(v1, v2, abstract_skyline(), abstract_sparse()); }
|
|
|
|
template <typename V, typename T>
|
|
void copy_rsvector(const V &v1, rsvector<T> &v2, abstract_sparse) {
|
|
copy_rsvector(v1, v2, typename linalg_traits<V>::index_sorted());
|
|
}
|
|
|
|
template <typename V, typename T2>
|
|
void copy_rsvector(const V &v1, rsvector<T2> &v2, linalg_true) {
|
|
typedef typename linalg_traits<V>::value_type T1;
|
|
typename linalg_traits<V>::const_iterator it = vect_const_begin(v1),
|
|
ite = vect_const_end(v1);
|
|
v2.base_resize(nnz(v1));
|
|
typename rsvector<T2>::iterator it2 = v2.begin();
|
|
size_type nn = 0;
|
|
for (; it != ite; ++it)
|
|
if ((*it) != T1(0)) { it2->c = it.index(); it2->e = *it; ++it2; ++nn; }
|
|
v2.base_resize(nn);
|
|
}
|
|
|
|
template <typename V, typename T2>
|
|
void copy_rsvector(const V &v1, rsvector<T2> &v2, linalg_false) {
|
|
typedef typename linalg_traits<V>::value_type T1;
|
|
typename linalg_traits<V>::const_iterator it = vect_const_begin(v1),
|
|
ite = vect_const_end(v1);
|
|
v2.base_resize(nnz(v1));
|
|
typename rsvector<T2>::iterator it2 = v2.begin();
|
|
size_type nn = 0;
|
|
for (; it != ite; ++it)
|
|
if ((*it) != T1(0)) { it2->c = it.index(); it2->e = *it; ++it2; ++nn; }
|
|
v2.base_resize(nn);
|
|
std::sort(v2.begin(), v2.end());
|
|
}
|
|
|
|
template <typename T> inline void clean(rsvector<T> &v, double eps) {
|
|
typedef typename number_traits<T>::magnitude_type R;
|
|
typename rsvector<T>::iterator it = v.begin(), ite = v.end();
|
|
for (; it != ite; ++it) if (gmm::abs((*it).e) <= eps) break;
|
|
if (it != ite) {
|
|
typename rsvector<T>::iterator itc = it;
|
|
size_type erased = 1;
|
|
for (++it; it != ite; ++it)
|
|
{ *itc = *it; if (gmm::abs((*it).e) <= R(eps)) ++erased; else ++itc; }
|
|
v.base_resize(v.nb_stored() - erased);
|
|
}
|
|
}
|
|
|
|
template <typename T>
|
|
inline void clean(const simple_vector_ref<rsvector<T> *> &l, double eps) {
|
|
simple_vector_ref<rsvector<T> *>
|
|
*svr = const_cast<simple_vector_ref<rsvector<T> *> *>(&l);
|
|
rsvector<T>
|
|
*pv = const_cast<rsvector<T> *>((l.origin));
|
|
clean(*pv, eps);
|
|
svr->begin_ = vect_begin(*pv); svr->end_ = vect_end(*pv);
|
|
}
|
|
|
|
template <typename T>
|
|
inline size_type nnz(const rsvector<T>& l) { return l.nb_stored(); }
|
|
|
|
/*************************************************************************/
|
|
/* */
|
|
/* Class slvector: 'sky-line' vector. */
|
|
/* */
|
|
/*************************************************************************/
|
|
|
|
template<typename T> struct slvector_iterator {
|
|
typedef T value_type;
|
|
typedef T *pointer;
|
|
typedef T &reference;
|
|
typedef ptrdiff_t difference_type;
|
|
typedef std::random_access_iterator_tag iterator_category;
|
|
typedef size_t size_type;
|
|
typedef slvector_iterator<T> iterator;
|
|
typedef typename std::vector<T>::iterator base_iterator;
|
|
|
|
base_iterator it;
|
|
size_type shift;
|
|
|
|
|
|
iterator &operator ++()
|
|
{ ++it; ++shift; return *this; }
|
|
iterator &operator --()
|
|
{ --it; --shift; return *this; }
|
|
iterator operator ++(int)
|
|
{ iterator tmp = *this; ++(*(this)); return tmp; }
|
|
iterator operator --(int)
|
|
{ iterator tmp = *this; --(*(this)); return tmp; }
|
|
iterator &operator +=(difference_type i)
|
|
{ it += i; shift += i; return *this; }
|
|
iterator &operator -=(difference_type i)
|
|
{ it -= i; shift -= i; return *this; }
|
|
iterator operator +(difference_type i) const
|
|
{ iterator tmp = *this; return (tmp += i); }
|
|
iterator operator -(difference_type i) const
|
|
{ iterator tmp = *this; return (tmp -= i); }
|
|
difference_type operator -(const iterator &i) const
|
|
{ return it - i.it; }
|
|
|
|
reference operator *() const
|
|
{ return *it; }
|
|
reference operator [](int ii)
|
|
{ return *(it + ii); }
|
|
|
|
bool operator ==(const iterator &i) const
|
|
{ return it == i.it; }
|
|
bool operator !=(const iterator &i) const
|
|
{ return !(i == *this); }
|
|
bool operator < (const iterator &i) const
|
|
{ return it < i.it; }
|
|
size_type index(void) const { return shift; }
|
|
|
|
slvector_iterator(void) {}
|
|
slvector_iterator(const base_iterator &iter, size_type s)
|
|
: it(iter), shift(s) {}
|
|
};
|
|
|
|
template<typename T> struct slvector_const_iterator {
|
|
typedef T value_type;
|
|
typedef const T *pointer;
|
|
typedef value_type reference;
|
|
typedef ptrdiff_t difference_type;
|
|
typedef std::random_access_iterator_tag iterator_category;
|
|
typedef size_t size_type;
|
|
typedef slvector_const_iterator<T> iterator;
|
|
typedef typename std::vector<T>::const_iterator base_iterator;
|
|
|
|
base_iterator it;
|
|
size_type shift;
|
|
|
|
|
|
iterator &operator ++()
|
|
{ ++it; ++shift; return *this; }
|
|
iterator &operator --()
|
|
{ --it; --shift; return *this; }
|
|
iterator operator ++(int)
|
|
{ iterator tmp = *this; ++(*(this)); return tmp; }
|
|
iterator operator --(int)
|
|
{ iterator tmp = *this; --(*(this)); return tmp; }
|
|
iterator &operator +=(difference_type i)
|
|
{ it += i; shift += i; return *this; }
|
|
iterator &operator -=(difference_type i)
|
|
{ it -= i; shift -= i; return *this; }
|
|
iterator operator +(difference_type i) const
|
|
{ iterator tmp = *this; return (tmp += i); }
|
|
iterator operator -(difference_type i) const
|
|
{ iterator tmp = *this; return (tmp -= i); }
|
|
difference_type operator -(const iterator &i) const
|
|
{ return it - i.it; }
|
|
|
|
value_type operator *() const
|
|
{ return *it; }
|
|
value_type operator [](int ii)
|
|
{ return *(it + ii); }
|
|
|
|
bool operator ==(const iterator &i) const
|
|
{ return it == i.it; }
|
|
bool operator !=(const iterator &i) const
|
|
{ return !(i == *this); }
|
|
bool operator < (const iterator &i) const
|
|
{ return it < i.it; }
|
|
size_type index(void) const { return shift; }
|
|
|
|
slvector_const_iterator(void) {}
|
|
slvector_const_iterator(const slvector_iterator<T>& iter)
|
|
: it(iter.it), shift(iter.shift) {}
|
|
slvector_const_iterator(const base_iterator &iter, size_type s)
|
|
: it(iter), shift(s) {}
|
|
};
|
|
|
|
|
|
/** skyline vector.
|
|
*/
|
|
template <typename T> class slvector {
|
|
|
|
public :
|
|
typedef slvector_iterator<T> iterators;
|
|
typedef slvector_const_iterator<T> const_iterators;
|
|
typedef typename std::vector<T>::size_type size_type;
|
|
typedef T value_type;
|
|
|
|
protected :
|
|
std::vector<T> data;
|
|
size_type shift;
|
|
size_type size_;
|
|
|
|
|
|
public :
|
|
|
|
size_type size(void) const { return size_; }
|
|
size_type first(void) const { return shift; }
|
|
size_type last(void) const { return shift + data.size(); }
|
|
ref_elt_vector<T, slvector<T> > operator [](size_type c)
|
|
{ return ref_elt_vector<T, slvector<T> >(this, c); }
|
|
|
|
typename std::vector<T>::iterator data_begin(void) { return data.begin(); }
|
|
typename std::vector<T>::iterator data_end(void) { return data.end(); }
|
|
typename std::vector<T>::const_iterator data_begin(void) const
|
|
{ return data.begin(); }
|
|
typename std::vector<T>::const_iterator data_end(void) const
|
|
{ return data.end(); }
|
|
|
|
void w(size_type c, const T &e);
|
|
void wa(size_type c, const T &e);
|
|
T r(size_type c) const {
|
|
GMM_ASSERT2(c < size_, "out of range");
|
|
if (c < shift || c >= shift + data.size()) return T(0);
|
|
return data[c - shift];
|
|
}
|
|
|
|
inline T operator [](size_type c) const { return r(c); }
|
|
void resize(size_type);
|
|
void clear(void) { data.resize(0); shift = 0; }
|
|
void swap(slvector<T> &v) {
|
|
std::swap(data, v.data);
|
|
std::swap(shift, v.shift);
|
|
std::swap(size_, v.size_);
|
|
}
|
|
|
|
|
|
slvector(void) : data(0), shift(0), size_(0) {}
|
|
explicit slvector(size_type l) : data(0), shift(0), size_(l) {}
|
|
slvector(size_type l, size_type d, size_type s)
|
|
: data(d), shift(s), size_(l) {}
|
|
|
|
};
|
|
|
|
template<typename T> void slvector<T>::resize(size_type n) {
|
|
if (n < last()) {
|
|
if (shift >= n) clear(); else { data.resize(n-shift); }
|
|
}
|
|
size_ = n;
|
|
}
|
|
|
|
template<typename T> void slvector<T>::w(size_type c, const T &e) {
|
|
GMM_ASSERT2(c < size_, "out of range");
|
|
size_type s = data.size();
|
|
if (!s) { data.resize(1); shift = c; }
|
|
else if (c < shift) {
|
|
data.resize(s + shift - c);
|
|
typename std::vector<T>::iterator it = data.begin(),it2=data.end()-1;
|
|
typename std::vector<T>::iterator it3 = it2 - shift + c;
|
|
for (; it3 >= it; --it3, --it2) *it2 = *it3;
|
|
std::fill(it, it + shift - c, T(0));
|
|
shift = c;
|
|
}
|
|
else if (c >= shift + s) {
|
|
data.resize(c - shift + 1, T(0));
|
|
// std::fill(data.begin() + s, data.end(), T(0));
|
|
}
|
|
data[c - shift] = e;
|
|
}
|
|
|
|
template<typename T> void slvector<T>::wa(size_type c, const T &e) {
|
|
GMM_ASSERT2(c < size_, "out of range");
|
|
size_type s = data.size();
|
|
if (!s) { data.resize(1, e); shift = c; return; }
|
|
else if (c < shift) {
|
|
data.resize(s + shift - c);
|
|
typename std::vector<T>::iterator it = data.begin(),it2=data.end()-1;
|
|
typename std::vector<T>::iterator it3 = it2 - shift + c;
|
|
for (; it3 >= it; --it3, --it2) *it2 = *it3;
|
|
std::fill(it, it + shift - c, T(0));
|
|
shift = c;
|
|
data[c - shift] = e;
|
|
return;
|
|
}
|
|
else if (c >= shift + s) {
|
|
data.resize(c - shift + 1, T(0));
|
|
data[c - shift] = e;
|
|
return;
|
|
// std::fill(data.begin() + s, data.end(), T(0));
|
|
}
|
|
data[c - shift] += e;
|
|
}
|
|
|
|
|
|
template <typename T> struct linalg_traits<slvector<T> > {
|
|
typedef slvector<T> this_type;
|
|
typedef this_type origin_type;
|
|
typedef linalg_false is_reference;
|
|
typedef abstract_vector linalg_type;
|
|
typedef T value_type;
|
|
typedef ref_elt_vector<T, slvector<T> > reference;
|
|
typedef slvector_iterator<T> iterator;
|
|
typedef slvector_const_iterator<T> const_iterator;
|
|
typedef abstract_skyline storage_type;
|
|
typedef linalg_true index_sorted;
|
|
static size_type size(const this_type &v) { return v.size(); }
|
|
static iterator begin(this_type &v)
|
|
{ return iterator(v.data_begin(), v.first()); }
|
|
static const_iterator begin(const this_type &v)
|
|
{ return const_iterator(v.data_begin(), v.first()); }
|
|
static iterator end(this_type &v)
|
|
{ return iterator(v.data_end(), v.last()); }
|
|
static const_iterator end(const this_type &v)
|
|
{ return const_iterator(v.data_end(), v.last()); }
|
|
static origin_type* origin(this_type &v) { return &v; }
|
|
static const origin_type* origin(const this_type &v) { return &v; }
|
|
static void clear(origin_type* o, const iterator &, const iterator &)
|
|
{ o->clear(); }
|
|
static void do_clear(this_type &v) { v.clear(); }
|
|
static value_type access(const origin_type *o, const const_iterator &,
|
|
const const_iterator &, size_type i)
|
|
{ return (*o)[i]; }
|
|
static reference access(origin_type *o, const iterator &, const iterator &,
|
|
size_type i)
|
|
{ return (*o)[i]; }
|
|
static void resize(this_type &v, size_type n) { v.resize(n); }
|
|
};
|
|
|
|
template<typename T> std::ostream &operator <<
|
|
(std::ostream &o, const slvector<T>& v) { gmm::write(o,v); return o; }
|
|
|
|
template <typename T>
|
|
inline size_type nnz(const slvector<T>& l) { return l.last() - l.first(); }
|
|
|
|
}
|
|
|
|
namespace std {
|
|
template <typename T> void swap(gmm::wsvector<T> &v, gmm::wsvector<T> &w)
|
|
{ v.swap(w);}
|
|
template <typename T> void swap(gmm::rsvector<T> &v, gmm::rsvector<T> &w)
|
|
{ v.swap(w);}
|
|
template <typename T> void swap(gmm::slvector<T> &v, gmm::slvector<T> &w)
|
|
{ v.swap(w);}
|
|
}
|
|
|
|
|
|
|
|
#endif /* GMM_VECTOR_H__ */
|