I've been looking into some of the new features of C++11 and one I've noticed is the double ampersand in declaring variables, like T&& var
.
For a start, what is this beast called? I wish Google would allow us to search for punctuation like this.
What exactly does it mean?
At first glance, it appears to be a double reference (like the C-style double pointers T** var
), but I'm having a hard time thinking of a use case for that.
The t-value measures the size of the difference relative to the variation in your sample data. Put another way, T is simply the calculated difference represented in units of standard error. The greater the magnitude of T, the greater the evidence against the null hypothesis.
Performing a t-test The t-test estimates the true difference between two group means using the ratio of the difference in group means over the pooled standard error of both groups. You can calculate it manually using a formula, or use statistical analysis software.
If the population standard deviation is known, use a z-test. If the population standard deviation is unknown, but the sample size is larger than 30, use a z-test. For small samples and unknown population standard deviations, use a t-test.
There are three t-tests to compare means: a one-sample t-test, a two-sample t-test and a paired t-test.
It declares an rvalue reference (standards proposal doc).
Here's an introduction to rvalue references.
Here's a fantastic in-depth look at rvalue references by one of Microsoft's standard library developers.
CAUTION: the linked article on MSDN ("Rvalue References: C++0x Features in VC10, Part 2") is a very clear introduction to Rvalue references, but makes statements about Rvalue references that were once true in the draft C++11 standard, but are not true for the final one! Specifically, it says at various points that rvalue references can bind to lvalues, which was once true, but was changed.(e.g. int x; int &&rrx = x; no longer compiles in GCC) – drewbarbs Jul 13 '14 at 16:12
The biggest difference between a C++03 reference (now called an lvalue reference in C++11) is that it can bind to an rvalue like a temporary without having to be const. Thus, this syntax is now legal:
T&& r = T();
rvalue references primarily provide for the following:
Move semantics. A move constructor and move assignment operator can now be defined that takes an rvalue reference instead of the usual const-lvalue reference. A move functions like a copy, except it is not obliged to keep the source unchanged; in fact, it usually modifies the source such that it no longer owns the moved resources. This is great for eliminating extraneous copies, especially in standard library implementations.
For example, a copy constructor might look like this:
foo(foo const& other) { this->length = other.length; this->ptr = new int[other.length]; copy(other.ptr, other.ptr + other.length, this->ptr); }
If this constructor were passed a temporary, the copy would be unnecessary because we know the temporary will just be destroyed; why not make use of the resources the temporary already allocated? In C++03, there's no way to prevent the copy as we cannot determine whether we were passed a temporary. In C++11, we can overload a move constructor:
foo(foo&& other) { this->length = other.length; this->ptr = other.ptr; other.length = 0; other.ptr = nullptr; }
Notice the big difference here: the move constructor actually modifies its argument. This would effectively "move" the temporary into the object being constructed, thereby eliminating the unnecessary copy.
The move constructor would be used for temporaries and for non-const lvalue references that are explicitly converted to rvalue references using the std::move
function (it just performs the conversion). The following code both invoke the move constructor for f1
and f2
:
foo f1((foo())); // Move a temporary into f1; temporary becomes "empty" foo f2 = std::move(f1); // Move f1 into f2; f1 is now "empty"
Perfect forwarding. rvalue references allow us to properly forward arguments for templated functions. Take for example this factory function:
template <typename T, typename A1> std::unique_ptr<T> factory(A1& a1) { return std::unique_ptr<T>(new T(a1)); }
If we called factory<foo>(5)
, the argument will be deduced to be int&
, which will not bind to a literal 5, even if foo
's constructor takes an int
. Well, we could instead use A1 const&
, but what if foo
takes the constructor argument by non-const reference? To make a truly generic factory function, we would have to overload factory on A1&
and on A1 const&
. That might be fine if factory takes 1 parameter type, but each additional parameter type would multiply the necessary overload set by 2. That's very quickly unmaintainable.
rvalue references fix this problem by allowing the standard library to define a std::forward
function that can properly forward lvalue/rvalue references. For more information about how std::forward
works, see this excellent answer.
This enables us to define the factory function like this:
template <typename T, typename A1> std::unique_ptr<T> factory(A1&& a1) { return std::unique_ptr<T>(new T(std::forward<A1>(a1))); }
Now the argument's rvalue/lvalue-ness is preserved when passed to T
's constructor. That means that if factory is called with an rvalue, T
's constructor is called with an rvalue. If factory is called with an lvalue, T
's constructor is called with an lvalue. The improved factory function works because of one special rule:
When the function parameter type is of the form
T&&
whereT
is a template parameter, and the function argument is an lvalue of typeA
, the typeA&
is used for template argument deduction.
Thus, we can use factory like so:
auto p1 = factory<foo>(foo()); // calls foo(foo&&) auto p2 = factory<foo>(*p1); // calls foo(foo const&)
Important rvalue reference properties:
float f = 0f; int&& i = f;
is well formed because float is implicitly convertible to int; the reference would be to a temporary that is the result of the conversion.std::move
call is necessary in: foo&& r = foo(); foo f = std::move(r);
It denotes an rvalue reference. Rvalue references will only bind to temporary objects, unless explicitly generated otherwise. They are used to make objects much more efficient under certain circumstances, and to provide a facility known as perfect forwarding, which greatly simplifies template code.
In C++03, you can't distinguish between a copy of a non-mutable lvalue and an rvalue.
std::string s; std::string another(s); // calls std::string(const std::string&); std::string more(std::string(s)); // calls std::string(const std::string&);
In C++0x, this is not the case.
std::string s; std::string another(s); // calls std::string(const std::string&); std::string more(std::string(s)); // calls std::string(std::string&&);
Consider the implementation behind these constructors. In the first case, the string has to perform a copy to retain value semantics, which involves a new heap allocation. However, in the second case, we know in advance that the object which was passed in to our constructor is immediately due for destruction, and it doesn't have to remain untouched. We can effectively just swap the internal pointers and not perform any copying at all in this scenario, which is substantially more efficient. Move semantics benefit any class which has expensive or prohibited copying of internally referenced resources. Consider the case of std::unique_ptr
- now that our class can distinguish between temporaries and non-temporaries, we can make the move semantics work correctly so that the unique_ptr
cannot be copied but can be moved, which means that std::unique_ptr
can be legally stored in Standard containers, sorted, etc, whereas C++03's std::auto_ptr
cannot.
Now we consider the other use of rvalue references- perfect forwarding. Consider the question of binding a reference to a reference.
std::string s; std::string& ref = s; (std::string&)& anotherref = ref; // usually expressed via template
Can't recall what C++03 says about this, but in C++0x, the resultant type when dealing with rvalue references is critical. An rvalue reference to a type T, where T is a reference type, becomes a reference of type T.
(std::string&)&& ref // ref is std::string& (const std::string&)&& ref // ref is const std::string& (std::string&&)&& ref // ref is std::string&& (const std::string&&)&& ref // ref is const std::string&&
Consider the simplest template function- min and max. In C++03 you have to overload for all four combinations of const and non-const manually. In C++0x it's just one overload. Combined with variadic templates, this enables perfect forwarding.
template<typename A, typename B> auto min(A&& aref, B&& bref) { // for example, if you pass a const std::string& as first argument, // then A becomes const std::string& and by extension, aref becomes // const std::string&, completely maintaining it's type information. if (std::forward<A>(aref) < std::forward<B>(bref)) return std::forward<A>(aref); else return std::forward<B>(bref); }
I left off the return type deduction, because I can't recall how it's done offhand, but that min can accept any combination of lvalues, rvalues, const lvalues.
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