123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107108109110111112113114115116117118119120121122123124125126127128129130131132133 |
- namespace Eigen {
- /** \page TopicTemplateKeyword The template and typename keywords in C++
- There are two uses for the \c template and \c typename keywords in C++. One of them is fairly well known
- amongst programmers: to define templates. The other use is more obscure: to specify that an expression refers
- to a template function or a type. This regularly trips up programmers that use the %Eigen library, often
- leading to error messages from the compiler that are difficult to understand, such as "expected expression" or
- "no match for operator<".
- \eigenAutoToc
- \section TopicTemplateKeywordToDefineTemplates Using the template and typename keywords to define templates
- The \c template and \c typename keywords are routinely used to define templates. This is not the topic of this
- page as we assume that the reader is aware of this (otherwise consult a C++ book). The following example
- should illustrate this use of the \c template keyword.
- \code
- template <typename T>
- bool isPositive(T x)
- {
- return x > 0;
- }
- \endcode
- We could just as well have written <tt>template <class T></tt>; the keywords \c typename and \c class have the
- same meaning in this context.
- \section TopicTemplateKeywordExample An example showing the second use of the template keyword
- Let us illustrate the second use of the \c template keyword with an example. Suppose we want to write a
- function which copies all entries in the upper triangular part of a matrix into another matrix, while keeping
- the lower triangular part unchanged. A straightforward implementation would be as follows:
- <table class="example">
- <tr><th>Example:</th><th>Output:</th></tr>
- <tr><td>
- \include TemplateKeyword_simple.cpp
- </td>
- <td>
- \verbinclude TemplateKeyword_simple.out
- </td></tr></table>
- That works fine, but it is not very flexible. First, it only works with dynamic-size matrices of
- single-precision floats; the function \c copyUpperTriangularPart() does not accept static-size matrices or
- matrices with double-precision numbers. Second, if you use an expression such as
- <tt>mat.topLeftCorner(3,3)</tt> as the parameter \c src, then this is copied into a temporary variable of type
- MatrixXf; this copy can be avoided.
- As explained in \ref TopicFunctionTakingEigenTypes, both issues can be resolved by making
- \c copyUpperTriangularPart() accept any object of type MatrixBase. This leads to the following code:
- <table class="example">
- <tr><th>Example:</th><th>Output:</th></tr>
- <tr><td>
- \include TemplateKeyword_flexible.cpp
- </td>
- <td>
- \verbinclude TemplateKeyword_flexible.out
- </td></tr></table>
- The one line in the body of the function \c copyUpperTriangularPart() shows the second, more obscure use of
- the \c template keyword in C++. Even though it may look strange, the \c template keywords are necessary
- according to the standard. Without it, the compiler may reject the code with an error message like "no match
- for operator<".
- \section TopicTemplateKeywordExplanation Explanation
- The reason that the \c template keyword is necessary in the last example has to do with the rules for how
- templates are supposed to be compiled in C++. The compiler has to check the code for correct syntax at the
- point where the template is defined, without knowing the actual value of the template arguments (\c Derived1
- and \c Derived2 in the example). That means that the compiler cannot know that <tt>dst.triangularView</tt> is
- a member template and that the following < symbol is part of the delimiter for the template
- parameter. Another possibility would be that <tt>dst.triangularView</tt> is a member variable with the <
- symbol referring to the <tt>operator<()</tt> function. In fact, the compiler should choose the second
- possibility, according to the standard. If <tt>dst.triangularView</tt> is a member template (as in our case),
- the programmer should specify this explicitly with the \c template keyword and write <tt>dst.template
- triangularView</tt>.
- The precise rules are rather complicated, but ignoring some subtleties we can summarize them as follows:
- - A <em>dependent name</em> is name that depends (directly or indirectly) on a template parameter. In the
- example, \c dst is a dependent name because it is of type <tt>MatrixBase<Derived1></tt> which depends
- on the template parameter \c Derived1.
- - If the code contains either one of the constructs <tt>xxx.yyy</tt> or <tt>xxx->yyy</tt> and \c xxx is a
- dependent name and \c yyy refers to a member template, then the \c template keyword must be used before
- \c yyy, leading to <tt>xxx.template yyy</tt> or <tt>xxx->template yyy</tt>.
- - If the code contains the construct <tt>xxx::yyy</tt> and \c xxx is a dependent name and \c yyy refers to a
- member typedef, then the \c typename keyword must be used before the whole construct, leading to
- <tt>typename xxx::yyy</tt>.
- As an example where the \c typename keyword is required, consider the following code in \ref TutorialSparse
- for iterating over the non-zero entries of a sparse matrix type:
- \code
- SparseMatrixType mat(rows,cols);
- for (int k=0; k<mat.outerSize(); ++k)
- for (SparseMatrixType::InnerIterator it(mat,k); it; ++it)
- {
- /* ... */
- }
- \endcode
- If \c SparseMatrixType depends on a template parameter, then the \c typename keyword is required:
- \code
- template <typename T>
- void iterateOverSparseMatrix(const SparseMatrix<T>& mat;
- {
- for (int k=0; k<m1.outerSize(); ++k)
- for (typename SparseMatrix<T>::InnerIterator it(mat,k); it; ++it)
- {
- /* ... */
- }
- }
- \endcode
- \section TopicTemplateKeywordResources Resources for further reading
- For more information and a fuller explanation of this topic, the reader may consult the following sources:
- - The book "C++ Template Metaprogramming" by David Abrahams and Aleksey Gurtovoy contains a very good
- explanation in Appendix B ("The typename and template Keywords") which formed the basis for this page.
- - http://pages.cs.wisc.edu/~driscoll/typename.html
- - http://www.parashift.com/c++-faq-lite/templates.html#faq-35.18
- - http://www.comeaucomputing.com/techtalk/templates/#templateprefix
- - http://www.comeaucomputing.com/techtalk/templates/#typename
- */
- }
|