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SparseTriangularView.h
1// This file is part of Eigen, a lightweight C++ template library
2// for linear algebra.
3//
4// Copyright (C) 2009-2015 Gael Guennebaud <gael.guennebaud@inria.fr>
5// Copyright (C) 2012 Désiré Nuentsa-Wakam <desire.nuentsa_wakam@inria.fr>
6//
7// This Source Code Form is subject to the terms of the Mozilla
8// Public License v. 2.0. If a copy of the MPL was not distributed
9// with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
10
11#ifndef EIGEN_SPARSE_TRIANGULARVIEW_H
12#define EIGEN_SPARSE_TRIANGULARVIEW_H
13
14namespace Eigen {
15
25template<typename MatrixType, unsigned int Mode> class TriangularViewImpl<MatrixType,Mode,Sparse>
26 : public SparseMatrixBase<TriangularView<MatrixType,Mode> >
27{
28 enum { SkipFirst = ((Mode&Lower) && !(MatrixType::Flags&RowMajorBit))
29 || ((Mode&Upper) && (MatrixType::Flags&RowMajorBit)),
30 SkipLast = !SkipFirst,
31 SkipDiag = (Mode&ZeroDiag) ? 1 : 0,
32 HasUnitDiag = (Mode&UnitDiag) ? 1 : 0
33 };
34
36
37 protected:
38 // dummy solve function to make TriangularView happy.
39 void solve() const;
40
42 public:
43
44 EIGEN_SPARSE_PUBLIC_INTERFACE(TriangularViewType)
45
46 class InnerIterator;
47 class ReverseInnerIterator;
48
49 typedef typename MatrixType::Nested MatrixTypeNested;
50 typedef typename internal::remove_reference<MatrixTypeNested>::type MatrixTypeNestedNonRef;
51 typedef typename internal::remove_all<MatrixTypeNested>::type MatrixTypeNestedCleaned;
52
53 template<typename RhsType, typename DstType>
55 EIGEN_STRONG_INLINE void _solve_impl(const RhsType &rhs, DstType &dst) const {
56 if(!(internal::is_same<RhsType,DstType>::value && internal::extract_data(dst) == internal::extract_data(rhs)))
57 dst = rhs;
58 this->solveInPlace(dst);
59 }
60
61 template<typename OtherDerived> void solveInPlace(MatrixBase<OtherDerived>& other) const;
62 template<typename OtherDerived> void solveInPlace(SparseMatrixBase<OtherDerived>& other) const;
63
64};
65
66template<typename MatrixType, unsigned int Mode>
67class TriangularViewImpl<MatrixType,Mode,Sparse>::InnerIterator : public MatrixTypeNestedCleaned::InnerIterator
68{
69 typedef typename MatrixTypeNestedCleaned::InnerIterator Base;
70 public:
71
72 EIGEN_STRONG_INLINE InnerIterator(const TriangularViewImpl& view, Index outer)
73 : Base(view.derived().nestedExpression(), outer), m_returnOne(false)
74 {
75 if(SkipFirst)
76 {
77 while((*this) && ((HasUnitDiag||SkipDiag) ? this->index()<=outer : this->index()<outer))
78 Base::operator++();
79 if(HasUnitDiag)
80 m_returnOne = true;
81 }
82 else if(HasUnitDiag && ((!Base::operator bool()) || Base::index()>=Base::outer()))
83 {
84 if((!SkipFirst) && Base::operator bool())
85 Base::operator++();
86 m_returnOne = true;
87 }
88 }
89
90 EIGEN_STRONG_INLINE InnerIterator& operator++()
91 {
92 if(HasUnitDiag && m_returnOne)
93 m_returnOne = false;
94 else
95 {
96 Base::operator++();
97 if(HasUnitDiag && (!SkipFirst) && ((!Base::operator bool()) || Base::index()>=Base::outer()))
98 {
99 if((!SkipFirst) && Base::operator bool())
100 Base::operator++();
101 m_returnOne = true;
102 }
103 }
104 return *this;
105 }
106
107 inline Index row() const { return (MatrixType::Flags&RowMajorBit ? Base::outer() : this->index()); }
108 inline Index col() const { return (MatrixType::Flags&RowMajorBit ? this->index() : Base::outer()); }
109 inline StorageIndex index() const
110 {
111 if(HasUnitDiag && m_returnOne) return Base::outer();
112 else return Base::index();
113 }
114 inline Scalar value() const
115 {
116 if(HasUnitDiag && m_returnOne) return Scalar(1);
117 else return Base::value();
118 }
119
120 EIGEN_STRONG_INLINE operator bool() const
121 {
122 if(HasUnitDiag && m_returnOne)
123 return true;
124 if(SkipFirst) return Base::operator bool();
125 else
126 {
127 if (SkipDiag) return (Base::operator bool() && this->index() < this->outer());
128 else return (Base::operator bool() && this->index() <= this->outer());
129 }
130 }
131 protected:
132 bool m_returnOne;
133};
134
135template<typename MatrixType, unsigned int Mode>
136class TriangularViewImpl<MatrixType,Mode,Sparse>::ReverseInnerIterator : public MatrixTypeNestedCleaned::ReverseInnerIterator
137{
138 typedef typename MatrixTypeNestedCleaned::ReverseInnerIterator Base;
139 public:
140
141 EIGEN_STRONG_INLINE ReverseInnerIterator(const TriangularViewType& view, Index outer)
142 : Base(view.derived().nestedExpression(), outer)
143 {
144 eigen_assert((!HasUnitDiag) && "ReverseInnerIterator does not support yet triangular views with a unit diagonal");
145 if(SkipLast) {
146 while((*this) && (SkipDiag ? this->index()>=outer : this->index()>outer))
147 --(*this);
148 }
149 }
150
151 EIGEN_STRONG_INLINE ReverseInnerIterator& operator--()
152 { Base::operator--(); return *this; }
153
154 inline Index row() const { return Base::row(); }
155 inline Index col() const { return Base::col(); }
156
157 EIGEN_STRONG_INLINE operator bool() const
158 {
159 if (SkipLast) return Base::operator bool() ;
160 else
161 {
162 if(SkipDiag) return (Base::operator bool() && this->index() > this->outer());
163 else return (Base::operator bool() && this->index() >= this->outer());
164 }
165 }
166};
167
168namespace internal {
169
170template<typename ArgType, unsigned int Mode>
172 : evaluator_base<TriangularView<ArgType,Mode> >
173{
175
176protected:
177
178 typedef typename XprType::Scalar Scalar;
179 typedef typename XprType::StorageIndex StorageIndex;
181
182 enum { SkipFirst = ((Mode&Lower) && !(ArgType::Flags&RowMajorBit))
183 || ((Mode&Upper) && (ArgType::Flags&RowMajorBit)),
184 SkipLast = !SkipFirst,
185 SkipDiag = (Mode&ZeroDiag) ? 1 : 0,
186 HasUnitDiag = (Mode&UnitDiag) ? 1 : 0
187 };
188
189public:
190
191 enum {
192 CoeffReadCost = evaluator<ArgType>::CoeffReadCost,
193 Flags = XprType::Flags
194 };
195
196 explicit unary_evaluator(const XprType &xpr) : m_argImpl(xpr.nestedExpression()) {}
197
198 inline Index nonZerosEstimate() const {
199 return m_argImpl.nonZerosEstimate();
200 }
201
202 class InnerIterator : public EvalIterator
203 {
204 typedef EvalIterator Base;
205 public:
206
207 EIGEN_STRONG_INLINE InnerIterator(const unary_evaluator& xprEval, Index outer)
208 : Base(xprEval.m_argImpl,outer), m_returnOne(false)
209 {
210 if(SkipFirst)
211 {
212 while((*this) && ((HasUnitDiag||SkipDiag) ? this->index()<=outer : this->index()<outer))
213 Base::operator++();
214 if(HasUnitDiag)
215 m_returnOne = true;
216 }
217 else if(HasUnitDiag && ((!Base::operator bool()) || Base::index()>=Base::outer()))
218 {
219 if((!SkipFirst) && Base::operator bool())
220 Base::operator++();
221 m_returnOne = true; // FIXME check innerSize()>outer();
222 }
223 }
224
225 EIGEN_STRONG_INLINE InnerIterator& operator++()
226 {
227 if(HasUnitDiag && m_returnOne)
228 m_returnOne = false;
229 else
230 {
231 Base::operator++();
232 if(HasUnitDiag && (!SkipFirst) && ((!Base::operator bool()) || Base::index()>=Base::outer()))
233 {
234 if((!SkipFirst) && Base::operator bool())
235 Base::operator++();
236 m_returnOne = true; // FIXME check innerSize()>outer();
237 }
238 }
239 return *this;
240 }
241
242 EIGEN_STRONG_INLINE operator bool() const
243 {
244 if(HasUnitDiag && m_returnOne)
245 return true;
246 if(SkipFirst) return Base::operator bool();
247 else
248 {
249 if (SkipDiag) return (Base::operator bool() && this->index() < this->outer());
250 else return (Base::operator bool() && this->index() <= this->outer());
251 }
252 }
253
254// inline Index row() const { return (ArgType::Flags&RowMajorBit ? Base::outer() : this->index()); }
255// inline Index col() const { return (ArgType::Flags&RowMajorBit ? this->index() : Base::outer()); }
256 inline StorageIndex index() const
257 {
258 if(HasUnitDiag && m_returnOne) return internal::convert_index<StorageIndex>(Base::outer());
259 else return Base::index();
260 }
261 inline Scalar value() const
262 {
263 if(HasUnitDiag && m_returnOne) return Scalar(1);
264 else return Base::value();
265 }
266
267 protected:
268 bool m_returnOne;
269 private:
270 Scalar& valueRef();
271 };
272
273protected:
274 evaluator<ArgType> m_argImpl;
275};
276
277} // end namespace internal
278
279template<typename Derived>
280template<int Mode>
283{
284 return TriangularView<const Derived, Mode>(derived());
285}
286
287} // end namespace Eigen
288
289#endif // EIGEN_SPARSE_TRIANGULARVIEW_H
An InnerIterator allows to loop over the element of any matrix expression.
Definition CoreIterators.h:34
Pseudo expression representing a solving operation.
Definition Solve.h:63
Base class of any sparse matrices or sparse expressions.
Definition SparseMatrixBase.h:34
Definition TriangularMatrix.h:184
Expression of a triangular part in a matrix.
Definition TriangularMatrix.h:188
@ UnitDiag
Matrix has ones on the diagonal; to be used in combination with #Lower or #Upper.
Definition Constants.h:208
@ ZeroDiag
Matrix has zeros on the diagonal; to be used in combination with #Lower or #Upper.
Definition Constants.h:210
@ Lower
View matrix as a lower triangular matrix.
Definition Constants.h:204
@ Upper
View matrix as an upper triangular matrix.
Definition Constants.h:206
const unsigned int RowMajorBit
for a matrix, this means that the storage order is row-major.
Definition Constants.h:61
The type used to identify a general sparse storage.
Definition Constants.h:493
Definition Constants.h:528
Definition CoreEvaluators.h:101
Definition CoreEvaluators.h:82
Definition Meta.h:39
Definition CoreEvaluators.h:56