• Home
  • Line#
  • Scopes#
  • Navigate#
  • Raw
  • Download
1 // This file is part of Eigen, a lightweight C++ template library
2 // for linear algebra.
3 //
4 // Copyright (C) 2008-2009 Gael Guennebaud <gael.guennebaud@inria.fr>
5 //
6 // This Source Code Form is subject to the terms of the Mozilla
7 // Public License v. 2.0. If a copy of the MPL was not distributed
8 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
9 
10 #ifndef EIGEN_SPARSE_BLOCK_H
11 #define EIGEN_SPARSE_BLOCK_H
12 
13 namespace Eigen {
14 
15 template<typename XprType, int BlockRows, int BlockCols>
16 class BlockImpl<XprType,BlockRows,BlockCols,true,Sparse>
17   : public SparseMatrixBase<Block<XprType,BlockRows,BlockCols,true> >
18 {
19     typedef typename internal::remove_all<typename XprType::Nested>::type _MatrixTypeNested;
20     typedef Block<XprType, BlockRows, BlockCols, true> BlockType;
21 public:
22     enum { IsRowMajor = internal::traits<BlockType>::IsRowMajor };
23 protected:
24     enum { OuterSize = IsRowMajor ? BlockRows : BlockCols };
25 public:
EIGEN_SPARSE_PUBLIC_INTERFACE(BlockType)26     EIGEN_SPARSE_PUBLIC_INTERFACE(BlockType)
27 
28     class InnerIterator: public XprType::InnerIterator
29     {
30         typedef typename BlockImpl::Index Index;
31       public:
32         inline InnerIterator(const BlockType& xpr, Index outer)
33           : XprType::InnerIterator(xpr.m_matrix, xpr.m_outerStart + outer), m_outer(outer)
34         {}
35         inline Index row() const { return IsRowMajor ? m_outer : this->index(); }
36         inline Index col() const { return IsRowMajor ? this->index() : m_outer; }
37       protected:
38         Index m_outer;
39     };
40     class ReverseInnerIterator: public XprType::ReverseInnerIterator
41     {
42         typedef typename BlockImpl::Index Index;
43       public:
ReverseInnerIterator(const BlockType & xpr,Index outer)44         inline ReverseInnerIterator(const BlockType& xpr, Index outer)
45           : XprType::ReverseInnerIterator(xpr.m_matrix, xpr.m_outerStart + outer), m_outer(outer)
46         {}
row()47         inline Index row() const { return IsRowMajor ? m_outer : this->index(); }
col()48         inline Index col() const { return IsRowMajor ? this->index() : m_outer; }
49       protected:
50         Index m_outer;
51     };
52 
BlockImpl(const XprType & xpr,int i)53     inline BlockImpl(const XprType& xpr, int i)
54       : m_matrix(xpr), m_outerStart(i), m_outerSize(OuterSize)
55     {}
56 
BlockImpl(const XprType & xpr,int startRow,int startCol,int blockRows,int blockCols)57     inline BlockImpl(const XprType& xpr, int startRow, int startCol, int blockRows, int blockCols)
58       : m_matrix(xpr), m_outerStart(IsRowMajor ? startRow : startCol), m_outerSize(IsRowMajor ? blockRows : blockCols)
59     {}
60 
coeff(int row,int col)61     inline const Scalar coeff(int row, int col) const
62     {
63       return m_matrix.coeff(row + IsRowMajor ? m_outerStart : 0, col +IsRowMajor ? 0 :  m_outerStart);
64     }
65 
coeff(int index)66     inline const Scalar coeff(int index) const
67     {
68       return m_matrix.coeff(IsRowMajor ? m_outerStart : index, IsRowMajor ? index :  m_outerStart);
69     }
70 
rows()71     EIGEN_STRONG_INLINE Index rows() const { return IsRowMajor ? m_outerSize.value() : m_matrix.rows(); }
cols()72     EIGEN_STRONG_INLINE Index cols() const { return IsRowMajor ? m_matrix.cols() : m_outerSize.value(); }
73 
74   protected:
75 
76     typename XprType::Nested m_matrix;
77     Index m_outerStart;
78     const internal::variable_if_dynamic<Index, OuterSize> m_outerSize;
79 
80     EIGEN_INHERIT_ASSIGNMENT_OPERATORS(BlockImpl)
81   private:
82     Index nonZeros() const;
83 };
84 
85 
86 /***************************************************************************
87 * specialisation for SparseMatrix
88 ***************************************************************************/
89 
90 template<typename _Scalar, int _Options, typename _Index, int BlockRows, int BlockCols>
91 class BlockImpl<SparseMatrix<_Scalar, _Options, _Index>,BlockRows,BlockCols,true,Sparse>
92   : public SparseMatrixBase<Block<SparseMatrix<_Scalar, _Options, _Index>,BlockRows,BlockCols,true> >
93 {
94     typedef SparseMatrix<_Scalar, _Options, _Index> SparseMatrixType;
95     typedef typename internal::remove_all<typename SparseMatrixType::Nested>::type _MatrixTypeNested;
96     typedef Block<SparseMatrixType, BlockRows, BlockCols, true> BlockType;
97     typedef Block<const SparseMatrixType, BlockRows, BlockCols, true> ConstBlockType;
98 public:
99     enum { IsRowMajor = internal::traits<BlockType>::IsRowMajor };
100     EIGEN_SPARSE_PUBLIC_INTERFACE(BlockType)
101 protected:
102     enum { OuterSize = IsRowMajor ? BlockRows : BlockCols };
103 public:
104 
105     class InnerIterator: public SparseMatrixType::InnerIterator
106     {
107       public:
InnerIterator(const BlockType & xpr,Index outer)108         inline InnerIterator(const BlockType& xpr, Index outer)
109           : SparseMatrixType::InnerIterator(xpr.m_matrix, xpr.m_outerStart + outer), m_outer(outer)
110         {}
row()111         inline Index row() const { return IsRowMajor ? m_outer : this->index(); }
col()112         inline Index col() const { return IsRowMajor ? this->index() : m_outer; }
113       protected:
114         Index m_outer;
115     };
116     class ReverseInnerIterator: public SparseMatrixType::ReverseInnerIterator
117     {
118       public:
ReverseInnerIterator(const BlockType & xpr,Index outer)119         inline ReverseInnerIterator(const BlockType& xpr, Index outer)
120           : SparseMatrixType::ReverseInnerIterator(xpr.m_matrix, xpr.m_outerStart + outer), m_outer(outer)
121         {}
row()122         inline Index row() const { return IsRowMajor ? m_outer : this->index(); }
col()123         inline Index col() const { return IsRowMajor ? this->index() : m_outer; }
124       protected:
125         Index m_outer;
126     };
127 
BlockImpl(const SparseMatrixType & xpr,int i)128     inline BlockImpl(const SparseMatrixType& xpr, int i)
129       : m_matrix(xpr), m_outerStart(i), m_outerSize(OuterSize)
130     {}
131 
BlockImpl(const SparseMatrixType & xpr,int startRow,int startCol,int blockRows,int blockCols)132     inline BlockImpl(const SparseMatrixType& xpr, int startRow, int startCol, int blockRows, int blockCols)
133       : m_matrix(xpr), m_outerStart(IsRowMajor ? startRow : startCol), m_outerSize(IsRowMajor ? blockRows : blockCols)
134     {}
135 
136     template<typename OtherDerived>
137     inline BlockType& operator=(const SparseMatrixBase<OtherDerived>& other)
138     {
139       typedef typename internal::remove_all<typename SparseMatrixType::Nested>::type _NestedMatrixType;
140       _NestedMatrixType& matrix = const_cast<_NestedMatrixType&>(m_matrix);;
141       // This assignement is slow if this vector set is not empty
142       // and/or it is not at the end of the nonzeros of the underlying matrix.
143 
144       // 1 - eval to a temporary to avoid transposition and/or aliasing issues
145       SparseMatrix<Scalar, IsRowMajor ? RowMajor : ColMajor, Index> tmp(other);
146 
147       // 2 - let's check whether there is enough allocated memory
148       Index nnz           = tmp.nonZeros();
149       Index start         = m_outerStart==0 ? 0 : matrix.outerIndexPtr()[m_outerStart]; // starting position of the current block
150       Index end           = m_matrix.outerIndexPtr()[m_outerStart+m_outerSize.value()]; // ending posiiton of the current block
151       Index block_size    = end - start;                                                // available room in the current block
152       Index tail_size     = m_matrix.outerIndexPtr()[m_matrix.outerSize()] - end;
153 
154       Index free_size     = m_matrix.isCompressed()
155                           ? Index(matrix.data().allocatedSize()) + block_size
156                           : block_size;
157 
158       if(nnz>free_size)
159       {
160         // realloc manually to reduce copies
161         typename SparseMatrixType::Storage newdata(m_matrix.data().allocatedSize() - block_size + nnz);
162 
163         std::memcpy(&newdata.value(0), &m_matrix.data().value(0), start*sizeof(Scalar));
164         std::memcpy(&newdata.index(0), &m_matrix.data().index(0), start*sizeof(Index));
165 
166         std::memcpy(&newdata.value(start), &tmp.data().value(0), nnz*sizeof(Scalar));
167         std::memcpy(&newdata.index(start), &tmp.data().index(0), nnz*sizeof(Index));
168 
169         std::memcpy(&newdata.value(start+nnz), &matrix.data().value(end), tail_size*sizeof(Scalar));
170         std::memcpy(&newdata.index(start+nnz), &matrix.data().index(end), tail_size*sizeof(Index));
171 
172         newdata.resize(m_matrix.outerIndexPtr()[m_matrix.outerSize()] - block_size + nnz);
173 
174         matrix.data().swap(newdata);
175       }
176       else
177       {
178         // no need to realloc, simply copy the tail at its respective position and insert tmp
179         matrix.data().resize(start + nnz + tail_size);
180 
181         std::memmove(&matrix.data().value(start+nnz), &matrix.data().value(end), tail_size*sizeof(Scalar));
182         std::memmove(&matrix.data().index(start+nnz), &matrix.data().index(end), tail_size*sizeof(Index));
183 
184         std::memcpy(&matrix.data().value(start), &tmp.data().value(0), nnz*sizeof(Scalar));
185         std::memcpy(&matrix.data().index(start), &tmp.data().index(0), nnz*sizeof(Index));
186       }
187 
188       // update innerNonZeros
189       if(!m_matrix.isCompressed())
190         for(Index j=0; j<m_outerSize.value(); ++j)
191           matrix.innerNonZeroPtr()[m_outerStart+j] = tmp.innerVector(j).nonZeros();
192 
193       // update outer index pointers
194       Index p = start;
195       for(Index k=0; k<m_outerSize.value(); ++k)
196       {
197         matrix.outerIndexPtr()[m_outerStart+k] = p;
198         p += tmp.innerVector(k).nonZeros();
199       }
200       std::ptrdiff_t offset = nnz - block_size;
201       for(Index k = m_outerStart + m_outerSize.value(); k<=matrix.outerSize(); ++k)
202       {
203         matrix.outerIndexPtr()[k] += offset;
204       }
205 
206       return derived();
207     }
208 
209     inline BlockType& operator=(const BlockType& other)
210     {
211       return operator=<BlockType>(other);
212     }
213 
valuePtr()214     inline const Scalar* valuePtr() const
215     { return m_matrix.valuePtr() + m_matrix.outerIndexPtr()[m_outerStart]; }
valuePtr()216     inline Scalar* valuePtr()
217     { return m_matrix.const_cast_derived().valuePtr() + m_matrix.outerIndexPtr()[m_outerStart]; }
218 
innerIndexPtr()219     inline const Index* innerIndexPtr() const
220     { return m_matrix.innerIndexPtr() + m_matrix.outerIndexPtr()[m_outerStart]; }
innerIndexPtr()221     inline Index* innerIndexPtr()
222     { return m_matrix.const_cast_derived().innerIndexPtr() + m_matrix.outerIndexPtr()[m_outerStart]; }
223 
outerIndexPtr()224     inline const Index* outerIndexPtr() const
225     { return m_matrix.outerIndexPtr() + m_outerStart; }
outerIndexPtr()226     inline Index* outerIndexPtr()
227     { return m_matrix.const_cast_derived().outerIndexPtr() + m_outerStart; }
228 
nonZeros()229     Index nonZeros() const
230     {
231       if(m_matrix.isCompressed())
232         return  std::size_t(m_matrix.outerIndexPtr()[m_outerStart+m_outerSize.value()])
233               - std::size_t(m_matrix.outerIndexPtr()[m_outerStart]);
234       else if(m_outerSize.value()==0)
235         return 0;
236       else
237         return Map<const Matrix<Index,OuterSize,1> >(m_matrix.innerNonZeroPtr()+m_outerStart, m_outerSize.value()).sum();
238     }
239 
coeffRef(int row,int col)240     inline Scalar& coeffRef(int row, int col)
241     {
242       return m_matrix.const_cast_derived().coeffRef(row + (IsRowMajor ? m_outerStart : 0), col + (IsRowMajor ? 0 :  m_outerStart));
243     }
244 
coeff(int row,int col)245     inline const Scalar coeff(int row, int col) const
246     {
247       return m_matrix.coeff(row + (IsRowMajor ? m_outerStart : 0), col + (IsRowMajor ? 0 :  m_outerStart));
248     }
249 
coeff(int index)250     inline const Scalar coeff(int index) const
251     {
252       return m_matrix.coeff(IsRowMajor ? m_outerStart : index, IsRowMajor ? index :  m_outerStart);
253     }
254 
lastCoeff()255     const Scalar& lastCoeff() const
256     {
257       EIGEN_STATIC_ASSERT_VECTOR_ONLY(BlockImpl);
258       eigen_assert(nonZeros()>0);
259       if(m_matrix.isCompressed())
260         return m_matrix.valuePtr()[m_matrix.outerIndexPtr()[m_outerStart+1]-1];
261       else
262         return m_matrix.valuePtr()[m_matrix.outerIndexPtr()[m_outerStart]+m_matrix.innerNonZeroPtr()[m_outerStart]-1];
263     }
264 
rows()265     EIGEN_STRONG_INLINE Index rows() const { return IsRowMajor ? m_outerSize.value() : m_matrix.rows(); }
cols()266     EIGEN_STRONG_INLINE Index cols() const { return IsRowMajor ? m_matrix.cols() : m_outerSize.value(); }
267 
268   protected:
269 
270     typename SparseMatrixType::Nested m_matrix;
271     Index m_outerStart;
272     const internal::variable_if_dynamic<Index, OuterSize> m_outerSize;
273 
274 };
275 
276 
277 template<typename _Scalar, int _Options, typename _Index, int BlockRows, int BlockCols>
278 class BlockImpl<const SparseMatrix<_Scalar, _Options, _Index>,BlockRows,BlockCols,true,Sparse>
279   : public SparseMatrixBase<Block<const SparseMatrix<_Scalar, _Options, _Index>,BlockRows,BlockCols,true> >
280 {
281     typedef SparseMatrix<_Scalar, _Options, _Index> SparseMatrixType;
282     typedef typename internal::remove_all<typename SparseMatrixType::Nested>::type _MatrixTypeNested;
283     typedef Block<const SparseMatrixType, BlockRows, BlockCols, true> BlockType;
284 public:
285     enum { IsRowMajor = internal::traits<BlockType>::IsRowMajor };
286     EIGEN_SPARSE_PUBLIC_INTERFACE(BlockType)
287 protected:
288     enum { OuterSize = IsRowMajor ? BlockRows : BlockCols };
289 public:
290 
291     class InnerIterator: public SparseMatrixType::InnerIterator
292     {
293       public:
InnerIterator(const BlockType & xpr,Index outer)294         inline InnerIterator(const BlockType& xpr, Index outer)
295           : SparseMatrixType::InnerIterator(xpr.m_matrix, xpr.m_outerStart + outer), m_outer(outer)
296         {}
row()297         inline Index row() const { return IsRowMajor ? m_outer : this->index(); }
col()298         inline Index col() const { return IsRowMajor ? this->index() : m_outer; }
299       protected:
300         Index m_outer;
301     };
302     class ReverseInnerIterator: public SparseMatrixType::ReverseInnerIterator
303     {
304       public:
ReverseInnerIterator(const BlockType & xpr,Index outer)305         inline ReverseInnerIterator(const BlockType& xpr, Index outer)
306           : SparseMatrixType::ReverseInnerIterator(xpr.m_matrix, xpr.m_outerStart + outer), m_outer(outer)
307         {}
row()308         inline Index row() const { return IsRowMajor ? m_outer : this->index(); }
col()309         inline Index col() const { return IsRowMajor ? this->index() : m_outer; }
310       protected:
311         Index m_outer;
312     };
313 
BlockImpl(const SparseMatrixType & xpr,int i)314     inline BlockImpl(const SparseMatrixType& xpr, int i)
315       : m_matrix(xpr), m_outerStart(i), m_outerSize(OuterSize)
316     {}
317 
BlockImpl(const SparseMatrixType & xpr,int startRow,int startCol,int blockRows,int blockCols)318     inline BlockImpl(const SparseMatrixType& xpr, int startRow, int startCol, int blockRows, int blockCols)
319       : m_matrix(xpr), m_outerStart(IsRowMajor ? startRow : startCol), m_outerSize(IsRowMajor ? blockRows : blockCols)
320     {}
321 
valuePtr()322     inline const Scalar* valuePtr() const
323     { return m_matrix.valuePtr() + m_matrix.outerIndexPtr()[m_outerStart]; }
324 
innerIndexPtr()325     inline const Index* innerIndexPtr() const
326     { return m_matrix.innerIndexPtr() + m_matrix.outerIndexPtr()[m_outerStart]; }
327 
outerIndexPtr()328     inline const Index* outerIndexPtr() const
329     { return m_matrix.outerIndexPtr() + m_outerStart; }
330 
nonZeros()331     Index nonZeros() const
332     {
333       if(m_matrix.isCompressed())
334         return  std::size_t(m_matrix.outerIndexPtr()[m_outerStart+m_outerSize.value()])
335               - std::size_t(m_matrix.outerIndexPtr()[m_outerStart]);
336       else if(m_outerSize.value()==0)
337         return 0;
338       else
339         return Map<const Matrix<Index,OuterSize,1> >(m_matrix.innerNonZeroPtr()+m_outerStart, m_outerSize.value()).sum();
340     }
341 
coeff(int row,int col)342     inline const Scalar coeff(int row, int col) const
343     {
344       return m_matrix.coeff(row + (IsRowMajor ? m_outerStart : 0), col + (IsRowMajor ? 0 :  m_outerStart));
345     }
346 
coeff(int index)347     inline const Scalar coeff(int index) const
348     {
349       return m_matrix.coeff(IsRowMajor ? m_outerStart : index, IsRowMajor ? index :  m_outerStart);
350     }
351 
lastCoeff()352     const Scalar& lastCoeff() const
353     {
354       EIGEN_STATIC_ASSERT_VECTOR_ONLY(BlockImpl);
355       eigen_assert(nonZeros()>0);
356       if(m_matrix.isCompressed())
357         return m_matrix.valuePtr()[m_matrix.outerIndexPtr()[m_outerStart+1]-1];
358       else
359         return m_matrix.valuePtr()[m_matrix.outerIndexPtr()[m_outerStart]+m_matrix.innerNonZeroPtr()[m_outerStart]-1];
360     }
361 
rows()362     EIGEN_STRONG_INLINE Index rows() const { return IsRowMajor ? m_outerSize.value() : m_matrix.rows(); }
cols()363     EIGEN_STRONG_INLINE Index cols() const { return IsRowMajor ? m_matrix.cols() : m_outerSize.value(); }
364 
365   protected:
366 
367     typename SparseMatrixType::Nested m_matrix;
368     Index m_outerStart;
369     const internal::variable_if_dynamic<Index, OuterSize> m_outerSize;
370 
371 };
372 
373 //----------
374 
375 /** \returns the \a outer -th column (resp. row) of the matrix \c *this if \c *this
376   * is col-major (resp. row-major).
377   */
378 template<typename Derived>
innerVector(Index outer)379 typename SparseMatrixBase<Derived>::InnerVectorReturnType SparseMatrixBase<Derived>::innerVector(Index outer)
380 { return InnerVectorReturnType(derived(), outer); }
381 
382 /** \returns the \a outer -th column (resp. row) of the matrix \c *this if \c *this
383   * is col-major (resp. row-major). Read-only.
384   */
385 template<typename Derived>
innerVector(Index outer)386 const typename SparseMatrixBase<Derived>::ConstInnerVectorReturnType SparseMatrixBase<Derived>::innerVector(Index outer) const
387 { return ConstInnerVectorReturnType(derived(), outer); }
388 
389 /** \returns the \a outer -th column (resp. row) of the matrix \c *this if \c *this
390   * is col-major (resp. row-major).
391   */
392 template<typename Derived>
393 typename SparseMatrixBase<Derived>::InnerVectorsReturnType
innerVectors(Index outerStart,Index outerSize)394 SparseMatrixBase<Derived>::innerVectors(Index outerStart, Index outerSize)
395 {
396   return Block<Derived,Dynamic,Dynamic,true>(derived(),
397                                              IsRowMajor ? outerStart : 0, IsRowMajor ? 0 : outerStart,
398                                              IsRowMajor ? outerSize : rows(), IsRowMajor ? cols() : outerSize);
399 
400 }
401 
402 /** \returns the \a outer -th column (resp. row) of the matrix \c *this if \c *this
403   * is col-major (resp. row-major). Read-only.
404   */
405 template<typename Derived>
406 const typename SparseMatrixBase<Derived>::ConstInnerVectorsReturnType
innerVectors(Index outerStart,Index outerSize)407 SparseMatrixBase<Derived>::innerVectors(Index outerStart, Index outerSize) const
408 {
409   return Block<const Derived,Dynamic,Dynamic,true>(derived(),
410                                                   IsRowMajor ? outerStart : 0, IsRowMajor ? 0 : outerStart,
411                                                   IsRowMajor ? outerSize : rows(), IsRowMajor ? cols() : outerSize);
412 
413 }
414 
415 /** Generic implementation of sparse Block expression.
416   * Real-only.
417   */
418 template<typename XprType, int BlockRows, int BlockCols, bool InnerPanel>
419 class BlockImpl<XprType,BlockRows,BlockCols,InnerPanel,Sparse>
420   : public SparseMatrixBase<Block<XprType,BlockRows,BlockCols,InnerPanel> >, internal::no_assignment_operator
421 {
422   typedef typename internal::remove_all<typename XprType::Nested>::type _MatrixTypeNested;
423   typedef Block<XprType, BlockRows, BlockCols, InnerPanel> BlockType;
424 public:
425     enum { IsRowMajor = internal::traits<BlockType>::IsRowMajor };
426     EIGEN_SPARSE_PUBLIC_INTERFACE(BlockType)
427 
428     /** Column or Row constructor
429       */
BlockImpl(const XprType & xpr,int i)430     inline BlockImpl(const XprType& xpr, int i)
431       : m_matrix(xpr),
432         m_startRow( (BlockRows==1) && (BlockCols==XprType::ColsAtCompileTime) ? i : 0),
433         m_startCol( (BlockRows==XprType::RowsAtCompileTime) && (BlockCols==1) ? i : 0),
434         m_blockRows(BlockRows==1 ? 1 : xpr.rows()),
435         m_blockCols(BlockCols==1 ? 1 : xpr.cols())
436     {}
437 
438     /** Dynamic-size constructor
439       */
BlockImpl(const XprType & xpr,int startRow,int startCol,int blockRows,int blockCols)440     inline BlockImpl(const XprType& xpr, int startRow, int startCol, int blockRows, int blockCols)
441       : m_matrix(xpr), m_startRow(startRow), m_startCol(startCol), m_blockRows(blockRows), m_blockCols(blockCols)
442     {}
443 
rows()444     inline int rows() const { return m_blockRows.value(); }
cols()445     inline int cols() const { return m_blockCols.value(); }
446 
coeffRef(int row,int col)447     inline Scalar& coeffRef(int row, int col)
448     {
449       return m_matrix.const_cast_derived()
450                .coeffRef(row + m_startRow.value(), col + m_startCol.value());
451     }
452 
coeff(int row,int col)453     inline const Scalar coeff(int row, int col) const
454     {
455       return m_matrix.coeff(row + m_startRow.value(), col + m_startCol.value());
456     }
457 
coeffRef(int index)458     inline Scalar& coeffRef(int index)
459     {
460       return m_matrix.const_cast_derived()
461              .coeffRef(m_startRow.value() + (RowsAtCompileTime == 1 ? 0 : index),
462                        m_startCol.value() + (RowsAtCompileTime == 1 ? index : 0));
463     }
464 
coeff(int index)465     inline const Scalar coeff(int index) const
466     {
467       return m_matrix
468              .coeff(m_startRow.value() + (RowsAtCompileTime == 1 ? 0 : index),
469                     m_startCol.value() + (RowsAtCompileTime == 1 ? index : 0));
470     }
471 
nestedExpression()472     inline const _MatrixTypeNested& nestedExpression() const { return m_matrix; }
473 
474     class InnerIterator : public _MatrixTypeNested::InnerIterator
475     {
476       typedef typename _MatrixTypeNested::InnerIterator Base;
477       const BlockType& m_block;
478       Index m_end;
479     public:
480 
InnerIterator(const BlockType & block,Index outer)481       EIGEN_STRONG_INLINE InnerIterator(const BlockType& block, Index outer)
482         : Base(block.derived().nestedExpression(), outer + (IsRowMajor ? block.m_startRow.value() : block.m_startCol.value())),
483           m_block(block),
484           m_end(IsRowMajor ? block.m_startCol.value()+block.m_blockCols.value() : block.m_startRow.value()+block.m_blockRows.value())
485       {
486         while( (Base::operator bool()) && (Base::index() < (IsRowMajor ? m_block.m_startCol.value() : m_block.m_startRow.value())) )
487           Base::operator++();
488       }
489 
index()490       inline Index index()  const { return Base::index() - (IsRowMajor ? m_block.m_startCol.value() : m_block.m_startRow.value()); }
outer()491       inline Index outer()  const { return Base::outer() - (IsRowMajor ? m_block.m_startRow.value() : m_block.m_startCol.value()); }
row()492       inline Index row()    const { return Base::row()   - m_block.m_startRow.value(); }
col()493       inline Index col()    const { return Base::col()   - m_block.m_startCol.value(); }
494 
495       inline operator bool() const { return Base::operator bool() && Base::index() < m_end; }
496     };
497     class ReverseInnerIterator : public _MatrixTypeNested::ReverseInnerIterator
498     {
499       typedef typename _MatrixTypeNested::ReverseInnerIterator Base;
500       const BlockType& m_block;
501       Index m_begin;
502     public:
503 
ReverseInnerIterator(const BlockType & block,Index outer)504       EIGEN_STRONG_INLINE ReverseInnerIterator(const BlockType& block, Index outer)
505         : Base(block.derived().nestedExpression(), outer + (IsRowMajor ? block.m_startRow.value() : block.m_startCol.value())),
506           m_block(block),
507           m_begin(IsRowMajor ? block.m_startCol.value() : block.m_startRow.value())
508       {
509         while( (Base::operator bool()) && (Base::index() >= (IsRowMajor ? m_block.m_startCol.value()+block.m_blockCols.value() : m_block.m_startRow.value()+block.m_blockRows.value())) )
510           Base::operator--();
511       }
512 
index()513       inline Index index()  const { return Base::index() - (IsRowMajor ? m_block.m_startCol.value() : m_block.m_startRow.value()); }
outer()514       inline Index outer()  const { return Base::outer() - (IsRowMajor ? m_block.m_startRow.value() : m_block.m_startCol.value()); }
row()515       inline Index row()    const { return Base::row()   - m_block.m_startRow.value(); }
col()516       inline Index col()    const { return Base::col()   - m_block.m_startCol.value(); }
517 
518       inline operator bool() const { return Base::operator bool() && Base::index() >= m_begin; }
519     };
520   protected:
521     friend class InnerIterator;
522     friend class ReverseInnerIterator;
523 
524     EIGEN_INHERIT_ASSIGNMENT_OPERATORS(BlockImpl)
525 
526     typename XprType::Nested m_matrix;
527     const internal::variable_if_dynamic<Index, XprType::RowsAtCompileTime == 1 ? 0 : Dynamic> m_startRow;
528     const internal::variable_if_dynamic<Index, XprType::ColsAtCompileTime == 1 ? 0 : Dynamic> m_startCol;
529     const internal::variable_if_dynamic<Index, RowsAtCompileTime> m_blockRows;
530     const internal::variable_if_dynamic<Index, ColsAtCompileTime> m_blockCols;
531 
532 };
533 
534 } // end namespace Eigen
535 
536 #endif // EIGEN_SPARSE_BLOCK_H
537 
538