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+// This file is part of Eigen, a lightweight C++ template library
+// for linear algebra.
+//
+// Copyright (C) 2012 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_REF_H
+#define EIGEN_REF_H
+
+namespace Eigen {
+
+namespace internal {
+
+template<typename _PlainObjectType, int _Options, typename _StrideType>
+struct traits<Ref<_PlainObjectType, _Options, _StrideType> >
+ : public traits<Map<_PlainObjectType, _Options, _StrideType> >
+{
+ typedef _PlainObjectType PlainObjectType;
+ typedef _StrideType StrideType;
+ enum {
+ Options = _Options,
+ Flags = traits<Map<_PlainObjectType, _Options, _StrideType> >::Flags | NestByRefBit,
+ Alignment = traits<Map<_PlainObjectType, _Options, _StrideType> >::Alignment
+ };
+
+ template<typename Derived> struct match {
+ enum {
+ IsVectorAtCompileTime = PlainObjectType::IsVectorAtCompileTime || Derived::IsVectorAtCompileTime,
+ HasDirectAccess = internal::has_direct_access<Derived>::ret,
+ StorageOrderMatch = IsVectorAtCompileTime || ((PlainObjectType::Flags&RowMajorBit)==(Derived::Flags&RowMajorBit)),
+ InnerStrideMatch = int(StrideType::InnerStrideAtCompileTime)==int(Dynamic)
+ || int(StrideType::InnerStrideAtCompileTime)==int(Derived::InnerStrideAtCompileTime)
+ || (int(StrideType::InnerStrideAtCompileTime)==0 && int(Derived::InnerStrideAtCompileTime)==1),
+ OuterStrideMatch = IsVectorAtCompileTime
+ || int(StrideType::OuterStrideAtCompileTime)==int(Dynamic) || int(StrideType::OuterStrideAtCompileTime)==int(Derived::OuterStrideAtCompileTime),
+ // NOTE, this indirection of evaluator<Derived>::Alignment is needed
+ // to workaround a very strange bug in MSVC related to the instantiation
+ // of has_*ary_operator in evaluator<CwiseNullaryOp>.
+ // This line is surprisingly very sensitive. For instance, simply adding parenthesis
+ // as "DerivedAlignment = (int(evaluator<Derived>::Alignment))," will make MSVC fail...
+ DerivedAlignment = int(evaluator<Derived>::Alignment),
+ AlignmentMatch = (int(traits<PlainObjectType>::Alignment)==int(Unaligned)) || (DerivedAlignment >= int(Alignment)), // FIXME the first condition is not very clear, it should be replaced by the required alignment
+ ScalarTypeMatch = internal::is_same<typename PlainObjectType::Scalar, typename Derived::Scalar>::value,
+ MatchAtCompileTime = HasDirectAccess && StorageOrderMatch && InnerStrideMatch && OuterStrideMatch && AlignmentMatch && ScalarTypeMatch
+ };
+ typedef typename internal::conditional<MatchAtCompileTime,internal::true_type,internal::false_type>::type type;
+ };
+
+};
+
+template<typename Derived>
+struct traits<RefBase<Derived> > : public traits<Derived> {};
+
+}
+
+template<typename Derived> class RefBase
+ : public MapBase<Derived>
+{
+ typedef typename internal::traits<Derived>::PlainObjectType PlainObjectType;
+ typedef typename internal::traits<Derived>::StrideType StrideType;
+
+public:
+
+ typedef MapBase<Derived> Base;
+ EIGEN_DENSE_PUBLIC_INTERFACE(RefBase)
+
+ EIGEN_DEVICE_FUNC EIGEN_CONSTEXPR inline Index innerStride() const
+ {
+ return StrideType::InnerStrideAtCompileTime != 0 ? m_stride.inner() : 1;
+ }
+
+ EIGEN_DEVICE_FUNC EIGEN_CONSTEXPR inline Index outerStride() const
+ {
+ return StrideType::OuterStrideAtCompileTime != 0 ? m_stride.outer()
+ : IsVectorAtCompileTime ? this->size()
+ : int(Flags)&RowMajorBit ? this->cols()
+ : this->rows();
+ }
+
+ EIGEN_DEVICE_FUNC RefBase()
+ : Base(0,RowsAtCompileTime==Dynamic?0:RowsAtCompileTime,ColsAtCompileTime==Dynamic?0:ColsAtCompileTime),
+ // Stride<> does not allow default ctor for Dynamic strides, so let' initialize it with dummy values:
+ m_stride(StrideType::OuterStrideAtCompileTime==Dynamic?0:StrideType::OuterStrideAtCompileTime,
+ StrideType::InnerStrideAtCompileTime==Dynamic?0:StrideType::InnerStrideAtCompileTime)
+ {}
+
+ EIGEN_INHERIT_ASSIGNMENT_OPERATORS(RefBase)
+
+protected:
+
+ typedef Stride<StrideType::OuterStrideAtCompileTime,StrideType::InnerStrideAtCompileTime> StrideBase;
+
+ // Resolves inner stride if default 0.
+ static EIGEN_DEVICE_FUNC EIGEN_CONSTEXPR Index resolveInnerStride(Index inner) {
+ return inner == 0 ? 1 : inner;
+ }
+
+ // Resolves outer stride if default 0.
+ static EIGEN_DEVICE_FUNC EIGEN_CONSTEXPR Index resolveOuterStride(Index inner, Index outer, Index rows, Index cols, bool isVectorAtCompileTime, bool isRowMajor) {
+ return outer == 0 ? isVectorAtCompileTime ? inner * rows * cols : isRowMajor ? inner * cols : inner * rows : outer;
+ }
+
+ // Returns true if construction is valid, false if there is a stride mismatch,
+ // and fails if there is a size mismatch.
+ template<typename Expression>
+ EIGEN_DEVICE_FUNC bool construct(Expression& expr)
+ {
+ // Check matrix sizes. If this is a compile-time vector, we do allow
+ // implicitly transposing.
+ EIGEN_STATIC_ASSERT(
+ EIGEN_PREDICATE_SAME_MATRIX_SIZE(PlainObjectType, Expression)
+ // If it is a vector, the transpose sizes might match.
+ || ( PlainObjectType::IsVectorAtCompileTime
+ && ((int(PlainObjectType::RowsAtCompileTime)==Eigen::Dynamic
+ || int(Expression::ColsAtCompileTime)==Eigen::Dynamic
+ || int(PlainObjectType::RowsAtCompileTime)==int(Expression::ColsAtCompileTime))
+ && (int(PlainObjectType::ColsAtCompileTime)==Eigen::Dynamic
+ || int(Expression::RowsAtCompileTime)==Eigen::Dynamic
+ || int(PlainObjectType::ColsAtCompileTime)==int(Expression::RowsAtCompileTime)))),
+ YOU_MIXED_MATRICES_OF_DIFFERENT_SIZES
+ )
+
+ // Determine runtime rows and columns.
+ Index rows = expr.rows();
+ Index cols = expr.cols();
+ if(PlainObjectType::RowsAtCompileTime==1)
+ {
+ eigen_assert(expr.rows()==1 || expr.cols()==1);
+ rows = 1;
+ cols = expr.size();
+ }
+ else if(PlainObjectType::ColsAtCompileTime==1)
+ {
+ eigen_assert(expr.rows()==1 || expr.cols()==1);
+ rows = expr.size();
+ cols = 1;
+ }
+ // Verify that the sizes are valid.
+ eigen_assert(
+ (PlainObjectType::RowsAtCompileTime == Dynamic) || (PlainObjectType::RowsAtCompileTime == rows));
+ eigen_assert(
+ (PlainObjectType::ColsAtCompileTime == Dynamic) || (PlainObjectType::ColsAtCompileTime == cols));
+
+
+ // If this is a vector, we might be transposing, which means that stride should swap.
+ const bool transpose = PlainObjectType::IsVectorAtCompileTime && (rows != expr.rows());
+ // If the storage format differs, we also need to swap the stride.
+ const bool row_major = ((PlainObjectType::Flags)&RowMajorBit) != 0;
+ const bool expr_row_major = (Expression::Flags&RowMajorBit) != 0;
+ const bool storage_differs = (row_major != expr_row_major);
+
+ const bool swap_stride = (transpose != storage_differs);
+
+ // Determine expr's actual strides, resolving any defaults if zero.
+ const Index expr_inner_actual = resolveInnerStride(expr.innerStride());
+ const Index expr_outer_actual = resolveOuterStride(expr_inner_actual,
+ expr.outerStride(),
+ expr.rows(),
+ expr.cols(),
+ Expression::IsVectorAtCompileTime != 0,
+ expr_row_major);
+
+ // If this is a column-major row vector or row-major column vector, the inner-stride
+ // is arbitrary, so set it to either the compile-time inner stride or 1.
+ const bool row_vector = (rows == 1);
+ const bool col_vector = (cols == 1);
+ const Index inner_stride =
+ ( (!row_major && row_vector) || (row_major && col_vector) ) ?
+ ( StrideType::InnerStrideAtCompileTime > 0 ? Index(StrideType::InnerStrideAtCompileTime) : 1)
+ : swap_stride ? expr_outer_actual : expr_inner_actual;
+
+ // If this is a column-major column vector or row-major row vector, the outer-stride
+ // is arbitrary, so set it to either the compile-time outer stride or vector size.
+ const Index outer_stride =
+ ( (!row_major && col_vector) || (row_major && row_vector) ) ?
+ ( StrideType::OuterStrideAtCompileTime > 0 ? Index(StrideType::OuterStrideAtCompileTime) : rows * cols * inner_stride)
+ : swap_stride ? expr_inner_actual : expr_outer_actual;
+
+ // Check if given inner/outer strides are compatible with compile-time strides.
+ const bool inner_valid = (StrideType::InnerStrideAtCompileTime == Dynamic)
+ || (resolveInnerStride(Index(StrideType::InnerStrideAtCompileTime)) == inner_stride);
+ if (!inner_valid) {
+ return false;
+ }
+
+ const bool outer_valid = (StrideType::OuterStrideAtCompileTime == Dynamic)
+ || (resolveOuterStride(
+ inner_stride,
+ Index(StrideType::OuterStrideAtCompileTime),
+ rows, cols, PlainObjectType::IsVectorAtCompileTime != 0,
+ row_major)
+ == outer_stride);
+ if (!outer_valid) {
+ return false;
+ }
+
+ ::new (static_cast<Base*>(this)) Base(expr.data(), rows, cols);
+ ::new (&m_stride) StrideBase(
+ (StrideType::OuterStrideAtCompileTime == 0) ? 0 : outer_stride,
+ (StrideType::InnerStrideAtCompileTime == 0) ? 0 : inner_stride );
+ return true;
+ }
+
+ StrideBase m_stride;
+};
+
+/** \class Ref
+ * \ingroup Core_Module
+ *
+ * \brief A matrix or vector expression mapping an existing expression
+ *
+ * \tparam PlainObjectType the equivalent matrix type of the mapped data
+ * \tparam Options specifies the pointer alignment in bytes. It can be: \c #Aligned128, , \c #Aligned64, \c #Aligned32, \c #Aligned16, \c #Aligned8 or \c #Unaligned.
+ * The default is \c #Unaligned.
+ * \tparam StrideType optionally specifies strides. By default, Ref implies a contiguous storage along the inner dimension (inner stride==1),
+ * but accepts a variable outer stride (leading dimension).
+ * This can be overridden by specifying strides.
+ * The type passed here must be a specialization of the Stride template, see examples below.
+ *
+ * This class provides a way to write non-template functions taking Eigen objects as parameters while limiting the number of copies.
+ * A Ref<> object can represent either a const expression or a l-value:
+ * \code
+ * // in-out argument:
+ * void foo1(Ref<VectorXf> x);
+ *
+ * // read-only const argument:
+ * void foo2(const Ref<const VectorXf>& x);
+ * \endcode
+ *
+ * In the in-out case, the input argument must satisfy the constraints of the actual Ref<> type, otherwise a compilation issue will be triggered.
+ * By default, a Ref<VectorXf> can reference any dense vector expression of float having a contiguous memory layout.
+ * Likewise, a Ref<MatrixXf> can reference any column-major dense matrix expression of float whose column's elements are contiguously stored with
+ * the possibility to have a constant space in-between each column, i.e. the inner stride must be equal to 1, but the outer stride (or leading dimension)
+ * can be greater than the number of rows.
+ *
+ * In the const case, if the input expression does not match the above requirement, then it is evaluated into a temporary before being passed to the function.
+ * Here are some examples:
+ * \code
+ * MatrixXf A;
+ * VectorXf a;
+ * foo1(a.head()); // OK
+ * foo1(A.col()); // OK
+ * foo1(A.row()); // Compilation error because here innerstride!=1
+ * foo2(A.row()); // Compilation error because A.row() is a 1xN object while foo2 is expecting a Nx1 object
+ * foo2(A.row().transpose()); // The row is copied into a contiguous temporary
+ * foo2(2*a); // The expression is evaluated into a temporary
+ * foo2(A.col().segment(2,4)); // No temporary
+ * \endcode
+ *
+ * The range of inputs that can be referenced without temporary can be enlarged using the last two template parameters.
+ * Here is an example accepting an innerstride!=1:
+ * \code
+ * // in-out argument:
+ * void foo3(Ref<VectorXf,0,InnerStride<> > x);
+ * foo3(A.row()); // OK
+ * \endcode
+ * The downside here is that the function foo3 might be significantly slower than foo1 because it won't be able to exploit vectorization, and will involve more
+ * expensive address computations even if the input is contiguously stored in memory. To overcome this issue, one might propose to overload internally calling a
+ * template function, e.g.:
+ * \code
+ * // in the .h:
+ * void foo(const Ref<MatrixXf>& A);
+ * void foo(const Ref<MatrixXf,0,Stride<> >& A);
+ *
+ * // in the .cpp:
+ * template<typename TypeOfA> void foo_impl(const TypeOfA& A) {
+ * ... // crazy code goes here
+ * }
+ * void foo(const Ref<MatrixXf>& A) { foo_impl(A); }
+ * void foo(const Ref<MatrixXf,0,Stride<> >& A) { foo_impl(A); }
+ * \endcode
+ *
+ * See also the following stackoverflow questions for further references:
+ * - <a href="http://stackoverflow.com/questions/21132538/correct-usage-of-the-eigenref-class">Correct usage of the Eigen::Ref<> class</a>
+ *
+ * \sa PlainObjectBase::Map(), \ref TopicStorageOrders
+ */
+template<typename PlainObjectType, int Options, typename StrideType> class Ref
+ : public RefBase<Ref<PlainObjectType, Options, StrideType> >
+{
+ private:
+ typedef internal::traits<Ref> Traits;
+ template<typename Derived>
+ EIGEN_DEVICE_FUNC inline Ref(const PlainObjectBase<Derived>& expr,
+ typename internal::enable_if<bool(Traits::template match<Derived>::MatchAtCompileTime),Derived>::type* = 0);
+ public:
+
+ typedef RefBase<Ref> Base;
+ EIGEN_DENSE_PUBLIC_INTERFACE(Ref)
+
+
+ #ifndef EIGEN_PARSED_BY_DOXYGEN
+ template<typename Derived>
+ EIGEN_DEVICE_FUNC inline Ref(PlainObjectBase<Derived>& expr,
+ typename internal::enable_if<bool(Traits::template match<Derived>::MatchAtCompileTime),Derived>::type* = 0)
+ {
+ EIGEN_STATIC_ASSERT(bool(Traits::template match<Derived>::MatchAtCompileTime), STORAGE_LAYOUT_DOES_NOT_MATCH);
+ // Construction must pass since we will not create temprary storage in the non-const case.
+ const bool success = Base::construct(expr.derived());
+ EIGEN_UNUSED_VARIABLE(success)
+ eigen_assert(success);
+ }
+ template<typename Derived>
+ EIGEN_DEVICE_FUNC inline Ref(const DenseBase<Derived>& expr,
+ typename internal::enable_if<bool(Traits::template match<Derived>::MatchAtCompileTime),Derived>::type* = 0)
+ #else
+ /** Implicit constructor from any dense expression */
+ template<typename Derived>
+ inline Ref(DenseBase<Derived>& expr)
+ #endif
+ {
+ EIGEN_STATIC_ASSERT(bool(internal::is_lvalue<Derived>::value), THIS_EXPRESSION_IS_NOT_A_LVALUE__IT_IS_READ_ONLY);
+ EIGEN_STATIC_ASSERT(bool(Traits::template match<Derived>::MatchAtCompileTime), STORAGE_LAYOUT_DOES_NOT_MATCH);
+ EIGEN_STATIC_ASSERT(!Derived::IsPlainObjectBase,THIS_EXPRESSION_IS_NOT_A_LVALUE__IT_IS_READ_ONLY);
+ // Construction must pass since we will not create temporary storage in the non-const case.
+ const bool success = Base::construct(expr.const_cast_derived());
+ EIGEN_UNUSED_VARIABLE(success)
+ eigen_assert(success);
+ }
+
+ EIGEN_INHERIT_ASSIGNMENT_OPERATORS(Ref)
+
+};
+
+// this is the const ref version
+template<typename TPlainObjectType, int Options, typename StrideType> class Ref<const TPlainObjectType, Options, StrideType>
+ : public RefBase<Ref<const TPlainObjectType, Options, StrideType> >
+{
+ typedef internal::traits<Ref> Traits;
+ public:
+
+ typedef RefBase<Ref> Base;
+ EIGEN_DENSE_PUBLIC_INTERFACE(Ref)
+
+ template<typename Derived>
+ EIGEN_DEVICE_FUNC inline Ref(const DenseBase<Derived>& expr,
+ typename internal::enable_if<bool(Traits::template match<Derived>::ScalarTypeMatch),Derived>::type* = 0)
+ {
+// std::cout << match_helper<Derived>::HasDirectAccess << "," << match_helper<Derived>::OuterStrideMatch << "," << match_helper<Derived>::InnerStrideMatch << "\n";
+// std::cout << int(StrideType::OuterStrideAtCompileTime) << " - " << int(Derived::OuterStrideAtCompileTime) << "\n";
+// std::cout << int(StrideType::InnerStrideAtCompileTime) << " - " << int(Derived::InnerStrideAtCompileTime) << "\n";
+ construct(expr.derived(), typename Traits::template match<Derived>::type());
+ }
+
+ EIGEN_DEVICE_FUNC inline Ref(const Ref& other) : Base(other) {
+ // copy constructor shall not copy the m_object, to avoid unnecessary malloc and copy
+ }
+
+ template<typename OtherRef>
+ EIGEN_DEVICE_FUNC inline Ref(const RefBase<OtherRef>& other) {
+ construct(other.derived(), typename Traits::template match<OtherRef>::type());
+ }
+
+ protected:
+
+ template<typename Expression>
+ EIGEN_DEVICE_FUNC void construct(const Expression& expr,internal::true_type)
+ {
+ // Check if we can use the underlying expr's storage directly, otherwise call the copy version.
+ if (!Base::construct(expr)) {
+ construct(expr, internal::false_type());
+ }
+ }
+
+ template<typename Expression>
+ EIGEN_DEVICE_FUNC void construct(const Expression& expr, internal::false_type)
+ {
+ internal::call_assignment_no_alias(m_object,expr,internal::assign_op<Scalar,Scalar>());
+ Base::construct(m_object);
+ }
+
+ protected:
+ TPlainObjectType m_object;
+};
+
+} // end namespace Eigen
+
+#endif // EIGEN_REF_H