// Copyright (C) 2006 Davis E. King (davis@dlib.net) // License: Boost Software License See LICENSE.txt for the full license. #undef DLIB_MATRIx_EXP_ABSTRACT_ #ifdef DLIB_MATRIx_EXP_ABSTRACT_ #include "matrix_fwd.h" namespace dlib { // ---------------------------------------------------------------------------------------- template < typename EXP > class matrix_exp { /*! REQUIREMENTS ON EXP - must be an object that inherits publicly from matrix_exp (this class). WHAT THIS OBJECT REPRESENTS This object represents an expression that evaluates to a matrix of nr() rows and nc() columns. The reason for having an object that represents an expression is that it allows us to use the "expression templates" technique to eliminate the temporary matrix objects that would normally be returned from expressions such as M = A+B+C+D; Normally each invocation of the + operator would construct and return a temporary matrix object but using this technique we can avoid creating all of these temporary objects and receive a large speed boost. Note that every time you invoke operator() on this object it recomputes its result which may not be what you want to do. For example, if you are going to be accessing the same element over and over it might be faster to assign the matrix_exp to a temporary matrix and then use that temporary. const_ret_type typedef (defined below) The purpose of the const_ret_type typedef is to allow matrix expressions to return their elements by reference when appropriate. So const_ret_type should be one of the following types: - const type - const type& !*/ public: typedef typename EXP::type type; typedef type value_type; // Redefined for compatibility with the STL typedef typename EXP::const_ret_type const_ret_type; typedef typename EXP::mem_manager_type mem_manager_type; typedef typename EXP::layout_type layout_type; const static long cost = EXP::cost; const static long NR = EXP::NR; const static long NC = EXP::NC; typedef matrix matrix_type; typedef EXP exp_type; typedef matrix_exp_iterator iterator; typedef matrix_exp_iterator const_iterator; const_ret_type operator() ( long r, long c ) const; /*! requires - 0 <= r < nr() - 0 <= c < nc() ensures - returns ref()(r,c) (i.e. returns the value at the given row and column that would be in the matrix represented by this matrix expression) !*/ const_ret_type operator() ( long i ) const; /*! requires - nc() == 1 || nr() == 1 (i.e. this must be a column or row vector) - if (nc() == 1) then - 0 <= i < nr() - else - 0 <= i < nc() ensures - if (nc() == 1) then - returns (*this)(i,0) - else - returns (*this)(0,i) !*/ operator const type ( ) const; /*! requires - nr() == 1 - nc() == 1 ensures - returns (*this)(0,0) !*/ long nr ( ) const; /*! ensures - returns the number of rows in this matrix expression. !*/ long nc ( ) const; /*! ensures - returns the number of columns in this matrix expression. !*/ long size ( ) const; /*! ensures - returns nr()*nc() !*/ template bool aliases ( const matrix_exp& item ) const; /*! ensures - if (A change to the state of item could cause a change to the state of *this matrix_exp object. ) then - returns true - This happens when this matrix_exp contains item in some way. - else - returns false !*/ template bool destructively_aliases ( const matrix_exp& item ) const; /*! ensures - if (aliases(item)) then - if (nr() != item.nr() || nc() != item.nc() - returns true (i.e. if this expression has different dimensions than item then we have destructive aliasing) - returns true if the following assignment would evaluate incorrectly: for (long r = 0; r < nr(); ++r) for (long c = 0; c < nc(); ++c) item(r,c) = (*this)(r,c) - That is, if this matrix expression aliases item in such a way that a modification to element item(r,c) causes a change in the value of something other than (*this)(r,c) then this function returns true. - returns false if none of the above conditions say we should return true - else - returns false !*/ inline const exp_type& ref ( ) const; /*! ensures - returns a reference to the expression contained in *this. (i.e. returns *static_cast(this) ) !*/ const_iterator begin( ) const; /*! ensures - returns a forward access iterator pointing to the first element in this matrix expression. - Since matrix_exp objects represent immutable views of a matrix, the returned iterator does not allow the user to modify the matrix expression's elements. - The iterator will iterate over the elements of the matrix in row major order. !*/ const_iterator end( ) const; /*! ensures - returns a forward access iterator pointing to one past the end of the last element in this matrix expression. !*/ protected: // Only derived classes of matrix_exp may call the matrix_exp constructors. matrix_exp(const matrix_exp&); matrix_exp(); private: // no one may ever use the assignment operator on a matrix_exp matrix_exp& operator= (const matrix_exp&); }; // ---------------------------------------------------------------------------------------- } #endif // DLIB_MATRIx_EXP_ABSTRACT_