Jaesung Oh / Eigen

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src/Core/ArrayBase.h@0:13a5d365ba16, 2016-10-13 (annotated)

Committer:
ykuroda
Date:
Thu Oct 13 04:07:23 2016 +0000
Revision:
0:13a5d365ba16
First commint, Eigne Matrix Class Library

Who changed what in which revision?

UserRevisionLine numberNew contents of line
ykuroda 0:13a5d365ba16 1 // This file is part of Eigen, a lightweight C++ template library
ykuroda 0:13a5d365ba16 2 // for linear algebra.
ykuroda 0:13a5d365ba16 3 //
ykuroda 0:13a5d365ba16 4 // Copyright (C) 2009 Gael Guennebaud <gael.guennebaud@inria.fr>
ykuroda 0:13a5d365ba16 5 //
ykuroda 0:13a5d365ba16 6 // This Source Code Form is subject to the terms of the Mozilla
ykuroda 0:13a5d365ba16 7 // Public License v. 2.0. If a copy of the MPL was not distributed
ykuroda 0:13a5d365ba16 8 // with this file, You can obtain one at http://mozilla.org/MPL/2.0/.
ykuroda 0:13a5d365ba16 9
ykuroda 0:13a5d365ba16 10 #ifndef EIGEN_ARRAYBASE_H
ykuroda 0:13a5d365ba16 11 #define EIGEN_ARRAYBASE_H
ykuroda 0:13a5d365ba16 12
ykuroda 0:13a5d365ba16 13 namespace Eigen {
ykuroda 0:13a5d365ba16 14
ykuroda 0:13a5d365ba16 15 template<typename ExpressionType> class MatrixWrapper;
ykuroda 0:13a5d365ba16 16
ykuroda 0:13a5d365ba16 17 /** \class ArrayBase
ykuroda 0:13a5d365ba16 18 * \ingroup Core_Module
ykuroda 0:13a5d365ba16 19 *
ykuroda 0:13a5d365ba16 20 * \brief Base class for all 1D and 2D array, and related expressions
ykuroda 0:13a5d365ba16 21 *
ykuroda 0:13a5d365ba16 22 * An array is similar to a dense vector or matrix. While matrices are mathematical
ykuroda 0:13a5d365ba16 23 * objects with well defined linear algebra operators, an array is just a collection
ykuroda 0:13a5d365ba16 24 * of scalar values arranged in a one or two dimensionnal fashion. As the main consequence,
ykuroda 0:13a5d365ba16 25 * all operations applied to an array are performed coefficient wise. Furthermore,
ykuroda 0:13a5d365ba16 26 * arrays support scalar math functions of the c++ standard library (e.g., std::sin(x)), and convenient
ykuroda 0:13a5d365ba16 27 * constructors allowing to easily write generic code working for both scalar values
ykuroda 0:13a5d365ba16 28 * and arrays.
ykuroda 0:13a5d365ba16 29 *
ykuroda 0:13a5d365ba16 30 * This class is the base that is inherited by all array expression types.
ykuroda 0:13a5d365ba16 31 *
ykuroda 0:13a5d365ba16 32 * \tparam Derived is the derived type, e.g., an array or an expression type.
ykuroda 0:13a5d365ba16 33 *
ykuroda 0:13a5d365ba16 34 * This class can be extended with the help of the plugin mechanism described on the page
ykuroda 0:13a5d365ba16 35 * \ref TopicCustomizingEigen by defining the preprocessor symbol \c EIGEN_ARRAYBASE_PLUGIN.
ykuroda 0:13a5d365ba16 36 *
ykuroda 0:13a5d365ba16 37 * \sa class MatrixBase, \ref TopicClassHierarchy
ykuroda 0:13a5d365ba16 38 */
ykuroda 0:13a5d365ba16 39 template<typename Derived> class ArrayBase
ykuroda 0:13a5d365ba16 40 : public DenseBase<Derived>
ykuroda 0:13a5d365ba16 41 {
ykuroda 0:13a5d365ba16 42 public:
ykuroda 0:13a5d365ba16 43 #ifndef EIGEN_PARSED_BY_DOXYGEN
ykuroda 0:13a5d365ba16 44 /** The base class for a given storage type. */
ykuroda 0:13a5d365ba16 45 typedef ArrayBase StorageBaseType;
ykuroda 0:13a5d365ba16 46
ykuroda 0:13a5d365ba16 47 typedef ArrayBase Eigen_BaseClassForSpecializationOfGlobalMathFuncImpl;
ykuroda 0:13a5d365ba16 48
ykuroda 0:13a5d365ba16 49 typedef typename internal::traits<Derived>::StorageKind StorageKind;
ykuroda 0:13a5d365ba16 50 typedef typename internal::traits<Derived>::Index Index;
ykuroda 0:13a5d365ba16 51 typedef typename internal::traits<Derived>::Scalar Scalar;
ykuroda 0:13a5d365ba16 52 typedef typename internal::packet_traits<Scalar>::type PacketScalar;
ykuroda 0:13a5d365ba16 53 typedef typename NumTraits<Scalar>::Real RealScalar;
ykuroda 0:13a5d365ba16 54
ykuroda 0:13a5d365ba16 55 typedef DenseBase<Derived> Base;
ykuroda 0:13a5d365ba16 56 using Base::operator*;
ykuroda 0:13a5d365ba16 57 using Base::RowsAtCompileTime;
ykuroda 0:13a5d365ba16 58 using Base::ColsAtCompileTime;
ykuroda 0:13a5d365ba16 59 using Base::SizeAtCompileTime;
ykuroda 0:13a5d365ba16 60 using Base::MaxRowsAtCompileTime;
ykuroda 0:13a5d365ba16 61 using Base::MaxColsAtCompileTime;
ykuroda 0:13a5d365ba16 62 using Base::MaxSizeAtCompileTime;
ykuroda 0:13a5d365ba16 63 using Base::IsVectorAtCompileTime;
ykuroda 0:13a5d365ba16 64 using Base::Flags;
ykuroda 0:13a5d365ba16 65 using Base::CoeffReadCost;
ykuroda 0:13a5d365ba16 66
ykuroda 0:13a5d365ba16 67 using Base::derived;
ykuroda 0:13a5d365ba16 68 using Base::const_cast_derived;
ykuroda 0:13a5d365ba16 69 using Base::rows;
ykuroda 0:13a5d365ba16 70 using Base::cols;
ykuroda 0:13a5d365ba16 71 using Base::size;
ykuroda 0:13a5d365ba16 72 using Base::coeff;
ykuroda 0:13a5d365ba16 73 using Base::coeffRef;
ykuroda 0:13a5d365ba16 74 using Base::lazyAssign;
ykuroda 0:13a5d365ba16 75 using Base::operator=;
ykuroda 0:13a5d365ba16 76 using Base::operator+=;
ykuroda 0:13a5d365ba16 77 using Base::operator-=;
ykuroda 0:13a5d365ba16 78 using Base::operator*=;
ykuroda 0:13a5d365ba16 79 using Base::operator/=;
ykuroda 0:13a5d365ba16 80
ykuroda 0:13a5d365ba16 81 typedef typename Base::CoeffReturnType CoeffReturnType;
ykuroda 0:13a5d365ba16 82
ykuroda 0:13a5d365ba16 83 #endif // not EIGEN_PARSED_BY_DOXYGEN
ykuroda 0:13a5d365ba16 84
ykuroda 0:13a5d365ba16 85 #ifndef EIGEN_PARSED_BY_DOXYGEN
ykuroda 0:13a5d365ba16 86 /** \internal the plain matrix type corresponding to this expression. Note that is not necessarily
ykuroda 0:13a5d365ba16 87 * exactly the return type of eval(): in the case of plain matrices, the return type of eval() is a const
ykuroda 0:13a5d365ba16 88 * reference to a matrix, not a matrix! It is however guaranteed that the return type of eval() is either
ykuroda 0:13a5d365ba16 89 * PlainObject or const PlainObject&.
ykuroda 0:13a5d365ba16 90 */
ykuroda 0:13a5d365ba16 91 typedef Array<typename internal::traits<Derived>::Scalar,
ykuroda 0:13a5d365ba16 92 internal::traits<Derived>::RowsAtCompileTime,
ykuroda 0:13a5d365ba16 93 internal::traits<Derived>::ColsAtCompileTime,
ykuroda 0:13a5d365ba16 94 AutoAlign | (internal::traits<Derived>::Flags&RowMajorBit ? RowMajor : ColMajor),
ykuroda 0:13a5d365ba16 95 internal::traits<Derived>::MaxRowsAtCompileTime,
ykuroda 0:13a5d365ba16 96 internal::traits<Derived>::MaxColsAtCompileTime
ykuroda 0:13a5d365ba16 97 > PlainObject;
ykuroda 0:13a5d365ba16 98
ykuroda 0:13a5d365ba16 99
ykuroda 0:13a5d365ba16 100 /** \internal Represents a matrix with all coefficients equal to one another*/
ykuroda 0:13a5d365ba16 101 typedef CwiseNullaryOp<internal::scalar_constant_op<Scalar>,Derived> ConstantReturnType;
ykuroda 0:13a5d365ba16 102 #endif // not EIGEN_PARSED_BY_DOXYGEN
ykuroda 0:13a5d365ba16 103
ykuroda 0:13a5d365ba16 104 #define EIGEN_CURRENT_STORAGE_BASE_CLASS Eigen::ArrayBase
ykuroda 0:13a5d365ba16 105 # include "../plugins/CommonCwiseUnaryOps.h"
ykuroda 0:13a5d365ba16 106 # include "../plugins/MatrixCwiseUnaryOps.h"
ykuroda 0:13a5d365ba16 107 # include "../plugins/ArrayCwiseUnaryOps.h"
ykuroda 0:13a5d365ba16 108 # include "../plugins/CommonCwiseBinaryOps.h"
ykuroda 0:13a5d365ba16 109 # include "../plugins/MatrixCwiseBinaryOps.h"
ykuroda 0:13a5d365ba16 110 # include "../plugins/ArrayCwiseBinaryOps.h"
ykuroda 0:13a5d365ba16 111 # ifdef EIGEN_ARRAYBASE_PLUGIN
ykuroda 0:13a5d365ba16 112 # include EIGEN_ARRAYBASE_PLUGIN
ykuroda 0:13a5d365ba16 113 # endif
ykuroda 0:13a5d365ba16 114 #undef EIGEN_CURRENT_STORAGE_BASE_CLASS
ykuroda 0:13a5d365ba16 115
ykuroda 0:13a5d365ba16 116 /** Special case of the template operator=, in order to prevent the compiler
ykuroda 0:13a5d365ba16 117 * from generating a default operator= (issue hit with g++ 4.1)
ykuroda 0:13a5d365ba16 118 */
ykuroda 0:13a5d365ba16 119 Derived& operator=(const ArrayBase& other)
ykuroda 0:13a5d365ba16 120 {
ykuroda 0:13a5d365ba16 121 return internal::assign_selector<Derived,Derived>::run(derived(), other.derived());
ykuroda 0:13a5d365ba16 122 }
ykuroda 0:13a5d365ba16 123
ykuroda 0:13a5d365ba16 124 Derived& operator+=(const Scalar& scalar)
ykuroda 0:13a5d365ba16 125 { return *this = derived() + scalar; }
ykuroda 0:13a5d365ba16 126 Derived& operator-=(const Scalar& scalar)
ykuroda 0:13a5d365ba16 127 { return *this = derived() - scalar; }
ykuroda 0:13a5d365ba16 128
ykuroda 0:13a5d365ba16 129 template<typename OtherDerived>
ykuroda 0:13a5d365ba16 130 Derived& operator+=(const ArrayBase<OtherDerived>& other);
ykuroda 0:13a5d365ba16 131 template<typename OtherDerived>
ykuroda 0:13a5d365ba16 132 Derived& operator-=(const ArrayBase<OtherDerived>& other);
ykuroda 0:13a5d365ba16 133
ykuroda 0:13a5d365ba16 134 template<typename OtherDerived>
ykuroda 0:13a5d365ba16 135 Derived& operator*=(const ArrayBase<OtherDerived>& other);
ykuroda 0:13a5d365ba16 136
ykuroda 0:13a5d365ba16 137 template<typename OtherDerived>
ykuroda 0:13a5d365ba16 138 Derived& operator/=(const ArrayBase<OtherDerived>& other);
ykuroda 0:13a5d365ba16 139
ykuroda 0:13a5d365ba16 140 public:
ykuroda 0:13a5d365ba16 141 ArrayBase<Derived>& array() { return *this; }
ykuroda 0:13a5d365ba16 142 const ArrayBase<Derived>& array() const { return *this; }
ykuroda 0:13a5d365ba16 143
ykuroda 0:13a5d365ba16 144 /** \returns an \link Eigen::MatrixBase Matrix \endlink expression of this array
ykuroda 0:13a5d365ba16 145 * \sa MatrixBase::array() */
ykuroda 0:13a5d365ba16 146 MatrixWrapper<Derived> matrix() { return derived(); }
ykuroda 0:13a5d365ba16 147 const MatrixWrapper<const Derived> matrix() const { return derived(); }
ykuroda 0:13a5d365ba16 148
ykuroda 0:13a5d365ba16 149 // template<typename Dest>
ykuroda 0:13a5d365ba16 150 // inline void evalTo(Dest& dst) const { dst = matrix(); }
ykuroda 0:13a5d365ba16 151
ykuroda 0:13a5d365ba16 152 protected:
ykuroda 0:13a5d365ba16 153 ArrayBase() : Base() {}
ykuroda 0:13a5d365ba16 154
ykuroda 0:13a5d365ba16 155 private:
ykuroda 0:13a5d365ba16 156 explicit ArrayBase(Index);
ykuroda 0:13a5d365ba16 157 ArrayBase(Index,Index);
ykuroda 0:13a5d365ba16 158 template<typename OtherDerived> explicit ArrayBase(const ArrayBase<OtherDerived>&);
ykuroda 0:13a5d365ba16 159 protected:
ykuroda 0:13a5d365ba16 160 // mixing arrays and matrices is not legal
ykuroda 0:13a5d365ba16 161 template<typename OtherDerived> Derived& operator+=(const MatrixBase<OtherDerived>& )
ykuroda 0:13a5d365ba16 162 {EIGEN_STATIC_ASSERT(std::ptrdiff_t(sizeof(typename OtherDerived::Scalar))==-1,YOU_CANNOT_MIX_ARRAYS_AND_MATRICES); return *this;}
ykuroda 0:13a5d365ba16 163 // mixing arrays and matrices is not legal
ykuroda 0:13a5d365ba16 164 template<typename OtherDerived> Derived& operator-=(const MatrixBase<OtherDerived>& )
ykuroda 0:13a5d365ba16 165 {EIGEN_STATIC_ASSERT(std::ptrdiff_t(sizeof(typename OtherDerived::Scalar))==-1,YOU_CANNOT_MIX_ARRAYS_AND_MATRICES); return *this;}
ykuroda 0:13a5d365ba16 166 };
ykuroda 0:13a5d365ba16 167
ykuroda 0:13a5d365ba16 168 /** replaces \c *this by \c *this - \a other.
ykuroda 0:13a5d365ba16 169 *
ykuroda 0:13a5d365ba16 170 * \returns a reference to \c *this
ykuroda 0:13a5d365ba16 171 */
ykuroda 0:13a5d365ba16 172 template<typename Derived>
ykuroda 0:13a5d365ba16 173 template<typename OtherDerived>
ykuroda 0:13a5d365ba16 174 EIGEN_STRONG_INLINE Derived &
ykuroda 0:13a5d365ba16 175 ArrayBase<Derived>::operator-=(const ArrayBase<OtherDerived> &other)
ykuroda 0:13a5d365ba16 176 {
ykuroda 0:13a5d365ba16 177 SelfCwiseBinaryOp<internal::scalar_difference_op<Scalar>, Derived, OtherDerived> tmp(derived());
ykuroda 0:13a5d365ba16 178 tmp = other.derived();
ykuroda 0:13a5d365ba16 179 return derived();
ykuroda 0:13a5d365ba16 180 }
ykuroda 0:13a5d365ba16 181
ykuroda 0:13a5d365ba16 182 /** replaces \c *this by \c *this + \a other.
ykuroda 0:13a5d365ba16 183 *
ykuroda 0:13a5d365ba16 184 * \returns a reference to \c *this
ykuroda 0:13a5d365ba16 185 */
ykuroda 0:13a5d365ba16 186 template<typename Derived>
ykuroda 0:13a5d365ba16 187 template<typename OtherDerived>
ykuroda 0:13a5d365ba16 188 EIGEN_STRONG_INLINE Derived &
ykuroda 0:13a5d365ba16 189 ArrayBase<Derived>::operator+=(const ArrayBase<OtherDerived>& other)
ykuroda 0:13a5d365ba16 190 {
ykuroda 0:13a5d365ba16 191 SelfCwiseBinaryOp<internal::scalar_sum_op<Scalar>, Derived, OtherDerived> tmp(derived());
ykuroda 0:13a5d365ba16 192 tmp = other.derived();
ykuroda 0:13a5d365ba16 193 return derived();
ykuroda 0:13a5d365ba16 194 }
ykuroda 0:13a5d365ba16 195
ykuroda 0:13a5d365ba16 196 /** replaces \c *this by \c *this * \a other coefficient wise.
ykuroda 0:13a5d365ba16 197 *
ykuroda 0:13a5d365ba16 198 * \returns a reference to \c *this
ykuroda 0:13a5d365ba16 199 */
ykuroda 0:13a5d365ba16 200 template<typename Derived>
ykuroda 0:13a5d365ba16 201 template<typename OtherDerived>
ykuroda 0:13a5d365ba16 202 EIGEN_STRONG_INLINE Derived &
ykuroda 0:13a5d365ba16 203 ArrayBase<Derived>::operator*=(const ArrayBase<OtherDerived>& other)
ykuroda 0:13a5d365ba16 204 {
ykuroda 0:13a5d365ba16 205 SelfCwiseBinaryOp<internal::scalar_product_op<Scalar>, Derived, OtherDerived> tmp(derived());
ykuroda 0:13a5d365ba16 206 tmp = other.derived();
ykuroda 0:13a5d365ba16 207 return derived();
ykuroda 0:13a5d365ba16 208 }
ykuroda 0:13a5d365ba16 209
ykuroda 0:13a5d365ba16 210 /** replaces \c *this by \c *this / \a other coefficient wise.
ykuroda 0:13a5d365ba16 211 *
ykuroda 0:13a5d365ba16 212 * \returns a reference to \c *this
ykuroda 0:13a5d365ba16 213 */
ykuroda 0:13a5d365ba16 214 template<typename Derived>
ykuroda 0:13a5d365ba16 215 template<typename OtherDerived>
ykuroda 0:13a5d365ba16 216 EIGEN_STRONG_INLINE Derived &
ykuroda 0:13a5d365ba16 217 ArrayBase<Derived>::operator/=(const ArrayBase<OtherDerived>& other)
ykuroda 0:13a5d365ba16 218 {
ykuroda 0:13a5d365ba16 219 SelfCwiseBinaryOp<internal::scalar_quotient_op<Scalar>, Derived, OtherDerived> tmp(derived());
ykuroda 0:13a5d365ba16 220 tmp = other.derived();
ykuroda 0:13a5d365ba16 221 return derived();
ykuroda 0:13a5d365ba16 222 }
ykuroda 0:13a5d365ba16 223
ykuroda 0:13a5d365ba16 224 } // end namespace Eigen
ykuroda 0:13a5d365ba16 225
ykuroda 0:13a5d365ba16 226 #endif // EIGEN_ARRAYBASE_H