1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
|
// This file is part of Eigen, a lightweight C++ template library
// for linear algebra.
//
// Copyright (C) 2008 Gael Guennebaud <gael.guennebaud@inria.fr>
//
// This Source Code Form is subject to the terms of the Mozilla
// Public License v. 2.0. If a copy of the MPL was not distributed
// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
#ifndef EIGEN_MAPPED_SPARSEMATRIX_H
#define EIGEN_MAPPED_SPARSEMATRIX_H
namespace Eigen {
/** \class MappedSparseMatrix
*
* \brief Sparse matrix
*
* \param _Scalar the scalar type, i.e. the type of the coefficients
*
* See http://www.netlib.org/linalg/html_templates/node91.html for details on the storage scheme.
*
*/
namespace internal {
template<typename _Scalar, int _Flags, typename _Index>
struct traits<MappedSparseMatrix<_Scalar, _Flags, _Index> > : traits<SparseMatrix<_Scalar, _Flags, _Index> >
{};
}
template<typename _Scalar, int _Flags, typename _Index>
class MappedSparseMatrix
: public SparseMatrixBase<MappedSparseMatrix<_Scalar, _Flags, _Index> >
{
public:
EIGEN_SPARSE_PUBLIC_INTERFACE(MappedSparseMatrix)
enum { IsRowMajor = Base::IsRowMajor };
protected:
Index m_outerSize;
Index m_innerSize;
Index m_nnz;
Index* m_outerIndex;
Index* m_innerIndices;
Scalar* m_values;
public:
inline Index rows() const { return IsRowMajor ? m_outerSize : m_innerSize; }
inline Index cols() const { return IsRowMajor ? m_innerSize : m_outerSize; }
inline Index innerSize() const { return m_innerSize; }
inline Index outerSize() const { return m_outerSize; }
bool isCompressed() const { return true; }
//----------------------------------------
// direct access interface
inline const Scalar* valuePtr() const { return m_values; }
inline Scalar* valuePtr() { return m_values; }
inline const Index* innerIndexPtr() const { return m_innerIndices; }
inline Index* innerIndexPtr() { return m_innerIndices; }
inline const Index* outerIndexPtr() const { return m_outerIndex; }
inline Index* outerIndexPtr() { return m_outerIndex; }
//----------------------------------------
inline Scalar coeff(Index row, Index col) const
{
const Index outer = IsRowMajor ? row : col;
const Index inner = IsRowMajor ? col : row;
Index start = m_outerIndex[outer];
Index end = m_outerIndex[outer+1];
if (start==end)
return Scalar(0);
else if (end>0 && inner==m_innerIndices[end-1])
return m_values[end-1];
// ^^ optimization: let's first check if it is the last coefficient
// (very common in high level algorithms)
const Index* r = std::lower_bound(&m_innerIndices[start],&m_innerIndices[end-1],inner);
const Index id = r-&m_innerIndices[0];
return ((*r==inner) && (id<end)) ? m_values[id] : Scalar(0);
}
inline Scalar& coeffRef(Index row, Index col)
{
const Index outer = IsRowMajor ? row : col;
const Index inner = IsRowMajor ? col : row;
Index start = m_outerIndex[outer];
Index end = m_outerIndex[outer+1];
eigen_assert(end>=start && "you probably called coeffRef on a non finalized matrix");
eigen_assert(end>start && "coeffRef cannot be called on a zero coefficient");
Index* r = std::lower_bound(&m_innerIndices[start],&m_innerIndices[end],inner);
const Index id = r-&m_innerIndices[0];
eigen_assert((*r==inner) && (id<end) && "coeffRef cannot be called on a zero coefficient");
return m_values[id];
}
class InnerIterator;
class ReverseInnerIterator;
/** \returns the number of non zero coefficients */
inline Index nonZeros() const { return m_nnz; }
inline MappedSparseMatrix(Index rows, Index cols, Index nnz, Index* outerIndexPtr, Index* innerIndexPtr, Scalar* valuePtr)
: m_outerSize(IsRowMajor?rows:cols), m_innerSize(IsRowMajor?cols:rows), m_nnz(nnz), m_outerIndex(outerIndexPtr),
m_innerIndices(innerIndexPtr), m_values(valuePtr)
{}
/** Empty destructor */
inline ~MappedSparseMatrix() {}
};
template<typename Scalar, int _Flags, typename _Index>
class MappedSparseMatrix<Scalar,_Flags,_Index>::InnerIterator
{
public:
InnerIterator(const MappedSparseMatrix& mat, Index outer)
: m_matrix(mat),
m_outer(outer),
m_id(mat.outerIndexPtr()[outer]),
m_start(m_id),
m_end(mat.outerIndexPtr()[outer+1])
{}
inline InnerIterator& operator++() { m_id++; return *this; }
inline Scalar value() const { return m_matrix.valuePtr()[m_id]; }
inline Scalar& valueRef() { return const_cast<Scalar&>(m_matrix.valuePtr()[m_id]); }
inline Index index() const { return m_matrix.innerIndexPtr()[m_id]; }
inline Index row() const { return IsRowMajor ? m_outer : index(); }
inline Index col() const { return IsRowMajor ? index() : m_outer; }
inline operator bool() const { return (m_id < m_end) && (m_id>=m_start); }
protected:
const MappedSparseMatrix& m_matrix;
const Index m_outer;
Index m_id;
const Index m_start;
const Index m_end;
};
template<typename Scalar, int _Flags, typename _Index>
class MappedSparseMatrix<Scalar,_Flags,_Index>::ReverseInnerIterator
{
public:
ReverseInnerIterator(const MappedSparseMatrix& mat, Index outer)
: m_matrix(mat),
m_outer(outer),
m_id(mat.outerIndexPtr()[outer+1]),
m_start(mat.outerIndexPtr()[outer]),
m_end(m_id)
{}
inline ReverseInnerIterator& operator--() { m_id--; return *this; }
inline Scalar value() const { return m_matrix.valuePtr()[m_id-1]; }
inline Scalar& valueRef() { return const_cast<Scalar&>(m_matrix.valuePtr()[m_id-1]); }
inline Index index() const { return m_matrix.innerIndexPtr()[m_id-1]; }
inline Index row() const { return IsRowMajor ? m_outer : index(); }
inline Index col() const { return IsRowMajor ? index() : m_outer; }
inline operator bool() const { return (m_id <= m_end) && (m_id>m_start); }
protected:
const MappedSparseMatrix& m_matrix;
const Index m_outer;
Index m_id;
const Index m_start;
const Index m_end;
};
} // end namespace Eigen
#endif // EIGEN_MAPPED_SPARSEMATRIX_H
|