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-The highest placeholder index in a lambda expression determines the arity of the resulting function object. -However, this is just the minimal arity, as the function object can take arbitrarily many arguments; those not needed are discarded. -Consider the two bind expressions and their invocations below: - -
-bind(g, _3, _3, _3)(x, y, z); -bind(g, _1, _1, _1)(x, y, z); -- -This first line discards arguments x and -y, and makes the call: -
-g(z, z, z) --whereas the second line discards arguments y and -z, and calls: -
-g(x, x, x) --In earlier versions of the library, the latter line resulted in a compile -time error. - -This is basically a tradeoff between safety and flexibility, and the issue -was extensively discussed during the Boost review period of the library. -The main points for the strict arity checking -was that it might -catch a programming error at an earlier time and that a lambda expression that -explicitly discards its arguments is easy to write: -
-(_3, bind(g, _1, _1, _1))(x, y, z); --This lambda expression takes three arguments. -The left-hand argument of the comma operator does nothing, and as comma -returns the result of evaluating the right-hand argument we end up with -the call -g(x, x, x) -even with the strict arity. -
-The main points against the strict arity checking were that the need to -discard arguments is commonplace, and should therefore be straightforward, -and that strict arity checking does not really buy that much more safety, -particularly as it is not symmetric. -For example, if the programmer wanted to write the expression -_1 + _2 but mistakenly wrote _1 + 2, -with strict arity checking, the complier would spot the error. -However, if the erroneous expression was 1 + _2 instead, -the error would go unnoticed. -Furthermore, weak arity checking simplifies the implementation a bit. -Following the recommendation of the Boost review, strict arity checking -was dropped. -
- The library consists of include files only, hence there is no - installation procedure. The boost include directory - must be on the include path. - There are a number of include files that give different functionality: - - -
- lambda/lambda.hpp defines lambda expressions for different C++ - operators, see Section 5.2. -
- lambda/bind.hpp defines bind functions for up to 9 arguments, see Section 5.3.
- lambda/if.hpp defines lambda function equivalents for if statements and the conditional operator, see Section 5.6 (includes lambda.hpp). -
- lambda/loops.hpp defines lambda function equivalent for looping constructs, see Section 5.6. -
- lambda/switch.hpp defines lambda function equivalent for the switch statement, see Section 5.6. -
- lambda/construct.hpp provides tools for writing lambda expressions with constructor, destructor, new and delete invocations, see Section 5.8 (includes lambda.hpp). -
- lambda/casts.hpp provides lambda versions of different casts, as well as sizeof and typeid, see Section 5.10.1. -
- lambda/exceptions.hpp gives tools for throwing and catching - exceptions within lambda functions, Section 5.7 (includes - lambda.hpp). -
- lambda/algorithm.hpp and lambda/numeric.hpp (cf. standard algortihm and numeric headers) allow nested STL algorithm invocations, see Section 5.11. -
- All definitions are placed in the namespace boost::lambda and its subnamespaces. -
The Standard Template Library (STL) - [STL94], now part of the C++ Standard Library [C++98], is a generic container and algorithm library. -Typically STL algorithms operate on container elements via function objects. These function objects are passed as arguments to the algorithms. -
-Any C++ construct that can be called with the function call syntax -is a function object. -The STL contains predefined function objects for some common cases (such as plus, less and not1). -As an example, one possible implementation for the standard plus template is: - -
-template <class T> : public binary_function<T, T, T>
-struct plus {
- T operator()(const T& i, const T& j) const {
- return i + j;
- }
-};
-
-
-The base class binary_function<T, T, T> contains typedefs for the argument and return types of the function object, which are needed to make the function object adaptable.
--In addition to the basic function object classes, such as the one above, -the STL contains binder templates for creating a unary function object from an adaptable binary function object by fixing one of the arguments to a constant value. -For example, instead of having to explicitly write a function object class like: - -
-class plus_1 {
- int _i;
-public:
- plus_1(const int& i) : _i(i) {}
- int operator()(const int& j) { return _i + j; }
-};
-
-
-the equivalent functionality can be achieved with the plus template and one of the binder templates (bind1st).
-E.g., the following two expressions create function objects with identical functionalities;
-when invoked, both return the result of adding 1 to the argument of the function object:
-
--plus_1(1) -bind1st(plus<int>(), 1) -- -The subexpression plus<int>() in the latter line is a binary function object which computes the sum of two integers, and bind1st invokes this function object partially binding the first argument to 1. -As an example of using the above function object, the following code adds 1 to each element of some container a and outputs the results into the standard output stream cout. - -
-transform(a.begin(), a.end(), ostream_iterator<int>(cout), - bind1st(plus<int>(), 1)); -- -
-To make the binder templates more generally applicable, the STL contains adaptors for making -pointers or references to functions, and pointers to member functions, -adaptable. - -Finally, some STL implementations contain function composition operations as -extensions to the standard [SGI02]. -
-All these tools aim at one goal: to make it possible to specify -unnamed functions in a call of an STL algorithm, -in other words, to pass code fragments as an argument to a function. - -However, this goal is attained only partially. -The simple example above shows that the definition of unnamed functions -with the standard tools is cumbersome. - -Complex expressions involving functors, adaptors, binders and -function composition operations tend to be difficult to comprehend. - -In addition to this, there are significant restrictions in applying -the standard tools. E.g. the standard binders allow only one argument -of a binary function to be bound; there are no binders for -3-ary, 4-ary etc. functions. -
-The Boost Lambda Library provides solutions for the problems described above: - -
-Unnamed functions can be created easily with an intuitive syntax. - -The above example can be written as: - -
-transform(a.begin(), a.end(), ostream_iterator<int>(cout), - 1 + _1); -- -or even more intuitively: - -
-for_each(a.begin(), a.end(), cout << (1 + _1)); --
-Most of the restrictions in argument binding are removed, -arbitrary arguments of practically any C++ function can be bound. -
-Separate function composition operations are not needed, -as function composition is supported implicitly. - -
- Lambda expression are common in functional programming languages. - Their syntax varies between languages (and between different forms of lambda calculus), but the basic form of a lambda expressions is: - - -
-lambda x1 ... xn.e -- - - A lambda expression defines an unnamed function and consists of: -
- the parameters of this function: x1 ... xn. - -
the expression e which computes the value of the function in terms of the parameters x1 ... xn. -
-lambda x y.x+y --Applying the lambda function means substituting the formal parameters with the actual arguments: -
-(lambda x y.x+y) 2 3 = 2 + 3 = 5 -- - -
-In the C++ version of lambda expressions the lambda x1 ... xn part is missing and the formal parameters have predefined names. -In the current version of the library, -there are three such predefined formal parameters, -called placeholders: -_1, _2 and _3. -They refer to the first, second and third argument of the function defined -by the lambda expression. - -For example, the C++ version of the definition -
lambda x y.x+y-is -
_1 + _2-
-Hence, there is no syntactic keyword for C++ lambda expressions. - The use of a placeholder as an operand implies that the operator invocation is a lambda expression. - However, this is true only for operator invocations. - Lambda expressions containing function calls, control structures, casts etc. require special syntactic constructs. - Most importantly, function calls need to be wrapped inside a bind function. - - As an example, consider the lambda expression: - -
lambda x y.foo(x,y)- - Rather than foo(_1, _2), the C++ counterpart for this expression is: - -
bind(foo, _1, _2)- - We refer to this type of C++ lambda expressions as bind expressions. -
A lambda expression defines a C++ function object, hence function application syntax is like calling any other function object, for instance: (_1 + _2)(i, j). - - -
-A bind expression is in effect a partial function application. -In partial function application, some of the arguments of a function are bound to fixed values. - The result is another function, with possibly fewer arguments. - When called with the unbound arguments, this new function invokes the original function with the merged argument list of bound and unbound arguments. -
- A lambda expression defines a function. A C++ lambda expression concretely constructs a function object, a functor, when evaluated. We use the name lambda functor to refer to such a function object. - Hence, in the terminology adopted here, the result of evaluating a lambda expression is a lambda functor. -
-The purpose of this section is to introduce the basic functionality of the library. -There are quite a lot of exceptions and special cases, but discussion of them is postponed until later sections. - - -
- In this section we give basic examples of using BLL lambda expressions in STL algorithm invocations. - We start with some simple expressions and work up. - First, we initialize the elements of a container, say, a list, to the value 1: - - -
-list<int> v(10); -for_each(v.begin(), v.end(), _1 = 1);- - The expression _1 = 1 creates a lambda functor which assigns the value 1 to every element in v.[1] -
- Next, we create a container of pointers and make them point to the elements in the first container v: - -
-vector<int*> vp(10); -transform(v.begin(), v.end(), vp.begin(), &_1);- -The expression &_1 creates a function object for getting the address of each element in v. -The addresses get assigned to the corresponding elements in vp. -
- The next code fragment changes the values in v. - For each element, the function foo is called. -The original value of the element is passed as an argument to foo. -The result of foo is assigned back to the element: - - -
-int foo(int); -for_each(v.begin(), v.end(), _1 = bind(foo, _1));-
- The next step is to sort the elements of vp: - -
sort(vp.begin(), vp.end(), *_1 > *_2);- - In this call to sort, we are sorting the elements by their contents in descending order. -
- Finally, the following for_each call outputs the sorted content of vp separated by line breaks: - -
-for_each(vp.begin(), vp.end(), cout << *_1 << '\n'); -- -Note that a normal (non-lambda) expression as subexpression of a lambda expression is evaluated immediately. -This may cause surprises. -For instance, if the previous example is rewritten as -
-for_each(vp.begin(), vp.end(), cout << '\n' << *_1); --the subexpression cout << '\n' is evaluated immediately and the effect is to output a single line break, followed by the elements of vp. -The BLL provides functions constant and var to turn constants and, respectively, variables into lambda expressions, and can be used to prevent the immediate evaluation of subexpressions: -
-for_each(vp.begin(), vp.end(), cout << constant('\n') << *_1);
-
-These functions are described more thoroughly in Section 5.5
-
-- During the invocation of a lambda functor, the actual arguments are substituted for the placeholders. - The placeholders do not dictate the type of these actual arguments. - The basic rule is that a lambda function can be called with arguments of any types, as long as the lambda expression with substitutions performed is a valid C++ expression. - As an example, the expression - _1 + _2 creates a binary lambda functor. - It can be called with two objects of any types A and B for which operator+(A,B) is defined (and for which BLL knows the return type of the operator, see below). -
- C++ lacks a mechanism to query a type of an expression. - However, this precise mechanism is crucial for the implementation of C++ lambda expressions. - Consequently, BLL includes a somewhat complex type deduction system which uses a set of traits classes for deducing the resulting type of lambda functions. - It handles expressions where the operands are of built-in types and many of the expressions with operands of standard library types. - Many of the user defined types are covered as well, particularly if the user defined operators obey normal conventions in defining the return types. -
- There are, however, cases when the return type cannot be deduced. For example, suppose you have defined: - -
C operator+(A, B);- - The following lambda function invocation fails, since the return type cannot be deduced: - -
A a; B b; (_1 + _2)(a, b);-
- There are two alternative solutions to this. - The first is to extend the BLL type deduction system to cover your own types (see Section 6). - The second is to use a special lambda expression (ret) which defines the return type in place (see Section 5.4): - -
A a; B b; ret<C>(_1 + _2)(a, b);-
- For bind expressions, the return type can be defined as a template argument of the bind function as well: -
bind<int>(foo, _1, _2);- - -
A general restriction for the actual arguments is that they cannot be non-const rvalues. - For example: - -
-int i = 1; int j = 2; -(_1 + _2)(i, j); // ok -(_1 + _2)(1, 2); // error (!) -- - This restriction is not as bad as it may look. - Since the lambda functors are most often called inside STL-algorithms, - the arguments originate from dereferencing iterators and the dereferencing operators seldom return rvalues. - And for the cases where they do, there are workarounds discussed in -Section 5.9.2. - - -
- -By default, temporary const copies of the bound arguments are stored -in the lambda functor. - -This means that the value of a bound argument is fixed at the time of the -creation of the lambda function and remains constant during the lifetime -of the lambda function object. -For example: -
-int i = 1; -(_1 = 2, _1 + i)(i); --The comma operator is overloaded to combine lambda expressions into a sequence; -the resulting unary lambda functor first assigns 2 to its argument, -then adds the value of i to it. -The value of the expression in the last line is 3, not 4. -In other words, the lambda expression that is created is -lambda x.(x = 2, x + 1) rather than -lambda x.(x = 2, x + i). - -
- -As said, this is the default behavior for which there are exceptions. -The exact rules are as follows: - -
- -The programmer can control the storing mechanism with ref -and cref wrappers [ref]. - -Wrapping an argument with ref, or cref, -instructs the library to store the argument as a reference, -or as a reference to const respectively. - -For example, if we rewrite the previous example and wrap the variable -i with ref, -we are creating the lambda expression lambda x.(x = 2, x + i) -and the value of the expression in the last line will be 4: - -
-i = 1; -(_1 = 2, _1 + ref(i))(i); -- -Note that ref and cref are different -from var and constant. - -While the latter ones create lambda functors, the former do not. -For example: - -
-int i; -var(i) = 1; // ok -ref(i) = 1; // not ok, ref(i) is not a lambda functor -- -The functions ref and cref mostly -exist for historical reasons, -and ref can always -be replaced with var, and cref with -constant_ref. -See Section 5.5 for details. -The ref and cref functions are -general purpose utility functions in Boost, and hence defined directly -in the boost namespace. - -
-Array types cannot be copied, they are thus stored as const reference by default. -
-For some expressions it makes more sense to store the arguments as references. - -For example, the obvious intention of the lambda expression -i += _1 is that calls to the lambda functor affect the -value of the variable i, -rather than some temporary copy of it. - -As another example, the streaming operators take their leftmost argument -as non-const references. - -The exact rules are: - -
The left argument of compound assignment operators (+=, *=, etc.) are stored as references to non-const.
If the left argument of << or >> operator is derived from an instantiation of basic_ostream or respectively from basic_istream, the argument is stored as a reference to non-const. -For all other types, the argument is stored as a copy. -
-In pointer arithmetic expressions, non-const array types are stored as non-const references. -This is to prevent pointer arithmetic making non-const arrays const. - -
[1] -Strictly taken, the C++ standard defines for_each as a non-modifying sequence operation, and the function object passed to for_each should not modify its argument. -The requirements for the arguments of for_each are unnecessary strict, since as long as the iterators are mutable, for_each accepts a function object that can have side-effects on their argument. -Nevertheless, it is straightforward to provide another function template with the functionality ofstd::for_each but more fine-grained requirements for its arguments. -
-This section describes different categories of lambda expressions in details. -We devote a separate section for each of the possible forms of a lambda expression. - - -
-The BLL defines three placeholder types: placeholder1_type, placeholder2_type and placeholder3_type. -BLL has a predefined placeholder variable for each placeholder type: _1, _2 and _3. -However, the user is not forced to use these placeholders. -It is easy to define placeholders with alternative names. -This is done by defining new variables of placeholder types. -For example: - -
boost::lambda::placeholder1_type X; -boost::lambda::placeholder2_type Y; -boost::lambda::placeholder3_type Z; -- -With these variables defined, X += Y * Z is equivalent to _1 += _2 * _3. -
-The use of placeholders in the lambda expression determines whether the resulting function is nullary, unary, binary or 3-ary. -The highest placeholder index is decisive. For example: - -
-_1 + 5 // unary -_1 * _1 + _1 // unary -_1 + _2 // binary -bind(f, _1, _2, _3) // 3-ary -_3 + 10 // 3-ary -- -Note that the last line creates a 3-ary function, which adds 10 to its third argument. -The first two arguments are discarded. -Furthermore, lambda functors only have a minimum arity. -One can always provide more arguments (up the number of supported placeholders) -that is really needed. -The remaining arguments are just discarded. -For example: - -
-int i, j, k; -_1(i, j, k) // returns i, discards j and k -(_2 + _2)(i, j, k) // returns j+j, discards i and k -- -See -Section 1 for the design rationale behind this -functionality. - -
-In addition to these three placeholder types, there is also a fourth placeholder type placeholderE_type. -The use of this placeholder is defined in Section 5.7 describing exception handling in lambda expressions. -
When an actual argument is supplied for a placeholder, the parameter passing mode is always by reference. -This means that any side-effects to the placeholder are reflected to the actual argument. -For example: - - -
-int i = 1; -(_1 += 2)(i); // i is now 3 -(++_1, cout << _1)(i) // i is now 4, outputs 4 --
-The basic rule is that any C++ operator invocation with at least one argument being a lambda expression is itself a lambda expression. -Almost all overloadable operators are supported. -For example, the following is a valid lambda expression: - -
cout << _1, _2[_3] = _1 && false-
-However, there are some restrictions that originate from the C++ operator overloading rules, and some special cases. -
-Some operators cannot be overloaded at all (::, ., .*). -For some operators, the requirements on return types prevent them to be overloaded to create lambda functors. -These operators are ->., ->, new, new[], delete, delete[] and ?: (the conditional operator). -
-These operators must be implemented as class members. -Consequently, the left operand must be a lambda expression. For example: - -
-int i; -_1 = i; // ok -i = _1; // not ok. i is not a lambda expression -- -There is a simple solution around this limitation, described in Section 5.5. -In short, -the left hand argument can be explicitly turned into a lambda functor by wrapping it with a special var function: -
-var(i) = _1; // ok -- -
-Logical operators obey the short-circuiting evaluation rules. For example, in the following code, i is never incremented: -
-bool flag = true; int i = 0; -(_1 || ++_2)(flag, i); --
-Comma operator is the ‘statement separator’ in lambda expressions. -Since comma is also the separator between arguments in a function call, extra parenthesis are sometimes needed: - -
-for_each(a.begin(), a.end(), (++_1, cout << _1)); -- -Without the extra parenthesis around ++_1, cout << _1, the code would be interpreted as an attempt to call for_each with four arguments. -
-The lambda functor created by the comma operator adheres to the C++ rule of always evaluating the left operand before the right one. -In the above example, each element of a is first incremented, then written to the stream. -
-The function call operators have the effect of evaluating the lambda -functor. -Calls with too few arguments lead to a compile time error. -
-The member pointer operator operator->* can be overloaded freely. -Hence, for user defined types, member pointer operator is no special case. -The built-in meaning, however, is a somewhat more complicated case. -The built-in member pointer operator is applied if the left argument is a pointer to an object of some class A, and the right hand argument is a pointer to a member of A, or a pointer to a member of a class from which A derives. -We must separate two cases: - -
The right hand argument is a pointer to a data member. -In this case the lambda functor simply performs the argument substitution and calls the built-in member pointer operator, which returns a reference to the member pointed to. -For example: -
-struct A { int d; };
-A* a = new A();
- ...
-(a ->* &A::d); // returns a reference to a->d
-(_1 ->* &A::d)(a); // likewise
-
--The right hand argument is a pointer to a member function. -For a built-in call like this, the result is kind of a delayed member function call. -Such an expression must be followed by a function argument list, with which the delayed member function call is performed. -For example: -
-struct B { int foo(int); };
-B* b = new B();
- ...
-(b ->* &B::foo) // returns a delayed call to b->foo
- // a function argument list must follow
-(b ->* &B::foo)(1) // ok, calls b->foo(1)
-
-(_1 ->* &B::foo)(b); // returns a delayed call to b->foo,
- // no effect as such
-(_1 ->* &B::foo)(b)(1); // calls b->foo(1)
-
--Bind expressions can have two forms: - - -
-bind(target-function, bind-argument-list) -bind(target-member-function, object-argument, bind-argument-list) -- -A bind expression delays the call of a function. -If this target function is n-ary, then the bind-argument-list must contain n arguments as well. -In the current version of the BLL, 0 <= n <= 9 must hold. -For member functions, the number of arguments must be at most 8, as the object argument takes one argument position. - -Basically, the -bind-argument-list must be a valid argument list for the target function, except that any argument can be replaced with a placeholder, or more generally, with a lambda expression. -Note that also the target function can be a lambda expression. - -The result of a bind expression is either a nullary, unary, binary or 3-ary function object depending on the use of placeholders in the bind-argument-list (see Section 5.1). -
-The return type of the lambda functor created by the bind expression can be given as an explicitly specified template parameter, as in the following example: -
-bind<RET>(target-function, bind-argument-list) --This is only necessary if the return type of the target function cannot be deduced. -
-The following sections describe the different types of bind expressions. -
The target function can be a pointer or a reference to a function and it can be either bound or unbound. For example: -
-X foo(A, B, C); A a; B b; C c; -bind(foo, _1, _2, c)(a, b); -bind(&foo, _1, _2, c)(a, b); -bind(_1, a, b, c)(foo); -- -The return type deduction always succeeds with this type of bind expressions. -
-Note, that in C++ it is possible to take the address of an overloaded function only if the address is assigned to, or used as an initializer of, a variable, the type of which solves the amibiguity, or if an explicit cast expression is used. -This means that overloaded functions cannot be used in bind expressions directly, e.g.: -
-void foo(int); -void foo(float); -int i; - ... -bind(&foo, _1)(i); // error - ... -void (*pf1)(int) = &foo; -bind(pf1, _1)(i); // ok -bind(static_cast<void(*)(int)>(&foo), _1)(i); // ok --
-The syntax for using pointers to member function in bind expression is: -
-bind(target-member-function, object-argument, bind-argument-list) -- -The object argument can be a reference or pointer to the object, the BLL supports both cases with a uniform interface: - -
-bool A::foo(int) const; -A a; -vector<int> ints; - ... -find_if(ints.begin(), ints.end(), bind(&A::foo, a, _1)); -find_if(ints.begin(), ints.end(), bind(&A::foo, &a, _1)); -- -Similarly, if the object argument is unbound, the resulting lambda functor can be called both via a pointer or a reference: - -
-bool A::foo(int); -list<A> refs; -list<A*> pointers; - ... -find_if(refs.begin(), refs.end(), bind(&A::foo, _1, 1)); -find_if(pointers.begin(), pointers.end(), bind(&A::foo, _1, 1)); -- -
-Even though the interfaces are the same, there are important semantic differences between using a pointer or a reference as the object argument. -The differences stem from the way bind-functions take their parameters, and how the bound parameters are stored within the lambda functor. -The object argument has the same parameter passing and storing mechanism as any other bind argument slot (see Section 4.4); it is passed as a const reference and stored as a const copy in the lambda functor. -This creates some asymmetry between the lambda functor and the original member function, and between seemingly similar lambda functors. For example: -
-class A {
- int i; mutable int j;
-public:
-
- A(int ii, int jj) : i(ii), j(jj) {};
- void set_i(int x) { i = x; };
- void set_j(int x) const { j = x; };
-};
-
-
-When a pointer is used, the behavior is what the programmer might expect:
-
--A a(0,0); int k = 1; -bind(&A::set_i, &a, _1)(k); // a.i == 1 -bind(&A::set_j, &a, _1)(k); // a.j == 1 -- -Even though a const copy of the object argument is stored, the original object a is still modified. -This is since the object argument is a pointer, and the pointer is copied, not the object it points to. -When we use a reference, the behaviour is different: - -
-A a(0,0); int k = 1; -bind(&A::set_i, a, _1)(k); // error; a const copy of a is stored. - // Cannot call a non-const function set_i -bind(&A::set_j, a, _1)(k); // a.j == 0, as a copy of a is modified --
-To prevent the copying from taking place, one can use the ref or cref wrappers (var and constant_ref would do as well): -
-bind(&A::set_i, ref(a), _1)(k); // a.j == 1 -bind(&A::set_j, cref(a), _1)(k); // a.j == 1 --
Note that the preceding discussion is relevant only for bound arguments. -If the object argument is unbound, the parameter passing mode is always by reference. -Hence, the argument a is not copied in the calls to the two lambda functors below: -
-A a(0,0); -bind(&A::set_i, _1, 1)(a); // a.i == 1 -bind(&A::set_j, _1, 1)(a); // a.j == 1 --
-A pointer to a member variable is not really a function, but -the first argument to the bind function can nevertheless -be a pointer to a member variable. -Invoking such a bind expression returns a reference to the data member. -For example: - -
-struct A { int data; };
-A a;
-bind(&A::data, _1)(a) = 1; // a.data == 1
-
-
-The cv-qualifiers of the object whose member is accessed are respected.
-For example, the following tries to write into a const location:
--const A ca = a; -bind(&A::data, _1)(ca) = 1; // error -- -
- -Function objects, that is, class objects which have the function call -operator defined, can be used as target functions. - -In general, BLL cannot deduce the return type of an arbitrary function object. - -However, there are two methods for giving BLL this capability for a certain -function object class. - -
- -The BLL supports the standard library convention of declaring the return type -of a function object with a member typedef named result_type in the -function object class. - -Here is a simple example: -
-struct A {
- typedef B result_type;
- B operator()(X, Y, Z);
-};
-
-
-If a function object does not define a result_type typedef,
-the method described below (sig template)
-is attempted to resolve the return type of the
-function object. If a function object defines both result_type
-and sig, result_type takes precedence.
-
--Another mechanism that make BLL aware of the return type(s) of a function object is defining -member template struct -sig<Args> with a typedef -type that specifies the return type. - -Here is a simple example: -
-struct A {
- template <class Args> struct sig { typedef B type; }
- B operator()(X, Y, Z);
-};
-
-
-The template argument Args is a
-tuple (or more precisely a cons list)
-type [tuple], where the first element
-is the function
-object type itself, and the remaining elements are the types of
-the arguments, with which the function object is being called.
-
-This may seem overly complex compared to defining the result_type typedef.
-Howver, there are two significant restrictions with using just a simple
-typedef to express the return type:
--If the function object defines several function call operators, there is no way to specify different result types for them. -
-If the function call operator is a template, the result type may -depend on the template parameters. -Hence, the typedef ought to be a template too, which the C++ language -does not support. -
-struct A {
-
- // the return type equals the third argument type:
- template<class T1, T2, T3>
- T3 operator()(const T1& t1, const T2& t2, const T3& t3);
-
- template <class Args>
- class sig {
- // get the third argument type (4th element)
- typedef typename
- boost::tuples::element<3, Args>::type T3;
- public:
- typedef typename
- boost::remove_cv<T3>::type type;
- }
-};
-
-
-
-The elements of the Args tuple are always
-non-reference types.
-
-Moreover, the element types can have a const or volatile qualifier
-(jointly referred to as cv-qualifiers), or both.
-This is since the cv-qualifiers in the arguments can affect the return type.
-The reason for including the potentially cv-qualified function object
-type itself into the Args tuple, is that the function
-object class can contain both const and non-const (or volatile, even
-const volatile) function call operators, and they can each have a different
-return type.
--The sig template can be seen as a -meta-function that maps the argument type tuple to -the result type of the call made with arguments of the types in the tuple. - -As the example above demonstrates, the template can end up being somewhat -complex. -Typical tasks to be performed are the extraction of the relevant types -from the tuple, removing cv-qualifiers etc. -See the Boost type_traits [type_traits] and -Tuple [type_traits] libraries -for tools that can aid in these tasks. -The sig templates are a refined version of a similar -mechanism first introduced in the FC++ library -[fc++]. -
-The return type deduction system may not be able to deduce the return types of some user defined operators or bind expressions with class objects. - -A special lambda expression type is provided for stating the return type explicitly and overriding the deduction system. -To state that the return type of the lambda functor defined by the lambda expression e is T, you can write: - -
ret<T>(e);- -The effect is that the return type deduction is not performed for the lambda expression e at all, but instead, T is used as the return type. -Obviously T cannot be an arbitrary type, the true result of the lambda functor must be implicitly convertible to T. -For example: - -
-A a; B b;
-C operator+(A, B);
-int operator*(A, B);
- ...
-ret<D>(_1 + _2)(a, b); // error (C cannot be converted to D)
-ret<C>(_1 + _2)(a, b); // ok
-ret<float>(_1 * _2)(a, b); // ok (int can be converted to float)
- ...
-struct X {
- Y operator(int)();
-};
- ...
-X x; int i;
-bind(x, _1)(i); // error, return type cannot be deduced
-ret<Y>(bind(x, _1))(i); // ok
-
-For bind expressions, there is a short-hand notation that can be used instead of ret.
-The last line could alternatively be written as:
-
-bind<Z>(x, _1)(i);-This feature is modeled after the Boost Bind library [bind]. - -
Note that within nested lambda expressions, -the ret must be used at each subexpression where -the deduction would otherwise fail. -For example: -
-A a; B b; -C operator+(A, B); D operator-(C); - ... -ret<D>( - (_1 + _2))(a, b); // error -ret<D>( - ret<C>(_1 + _2))(a, b); // ok --
If you find yourself using ret repeatedly with the same types, it is worth while extending the return type deduction (see Section 6). -
-As stated above, the effect of ret is to prevent the return type deduction to be performed. -However, there is an exception. -Due to the way the C++ template instantiation works, the compiler is always forced to instantiate the return type deduction templates for zero-argument lambda functors. -This introduces a slight problem with ret, best described with an example: - -
-struct F { int operator()(int i) const; };
-F f;
- ...
-bind(f, _1); // fails, cannot deduce the return type
-ret<int>(bind(f, _1)); // ok
- ...
-bind(f, 1); // fails, cannot deduce the return type
-ret<int>(bind(f, 1)); // fails as well!
-
-The BLL cannot deduce the return types of the above bind calls, as F does not define the typedef result_type.
-One would expect ret to fix this, but for the nullary lambda functor that results from a bind expression (last line above) this does not work.
-The return type deduction templates are instantiated, even though it would not be necessary and the result is a compilation error.
-The solution to this is not to use the ret function, but rather define the return type as an explicitly specified template parameter in the bind call: -
-bind<int>(f, 1); // ok -- -The lambda functors created with -ret<T>(bind(arg-list)) and -bind<T>(arg-list) have the exact same functionality — -apart from the fact that for some nullary lambda functors the former does not work while the latter does. -
-The unary functions constant, -constant_ref and var turn their argument into a lambda functor, that implements an identity mapping. -The former two are for constants, the latter for variables. -The use of these delayed constants and variables is sometimes necessary due to the lack of explicit syntax for lambda expressions. -For example: -
-for_each(a.begin(), a.end(), cout << _1 << ' '); -for_each(a.begin(), a.end(), cout << ' ' << _1); --The first line outputs the elements of a separated by spaces, while the second line outputs a space followed by the elements of a without any separators. -The reason for this is that neither of the operands of -cout << ' ' is a lambda expression, hence cout << ' ' is evaluated immediately. - -To delay the evaluation of cout << ' ', one of the operands must be explicitly marked as a lambda expression. -This is accomplished with the constant function: -
-for_each(a.begin(), a.end(), cout << constant(' ') << _1);
-
-
-The call constant(' ') creates a nullary lambda functor which stores the character constant ' '
-and returns a reference to it when invoked.
-The function constant_ref is similar, except that it
-stores a constant reference to its argument.
-
-The constant and consant_ref are only
-needed when the operator call has side effects, like in the above example.
--Sometimes we need to delay the evaluation of a variable. -Suppose we wanted to output the elements of a container in a numbered list: - -
-int index = 0; -for_each(a.begin(), a.end(), cout << ++index << ':' << _1 << '\n'); -for_each(a.begin(), a.end(), cout << ++var(index) << ':' << _1 << '\n'); -- -The first for_each invocation does not do what we want; index is incremented only once, and its value is written into the output stream only once. -By using var to make index a lambda expression, we get the desired effect. - -
-In sum, var(x) creates a nullary lambda functor, -which stores a reference to the variable x. -When the lambda functor is invoked, a reference to x is returned. -
-It is possible to predefine and name a delayed variable or constant outside a lambda expression. -The templates var_type, constant_type -and constant_ref_type serve for this purpose. -They are used as: -
-var_type<T>::type delayed_i(var(i)); -constant_type<T>::type delayed_c(constant(c)); --The first line defines the variable delayed_i which is a delayed version of the variable i of type T. -Analogously, the second line defines the constant delayed_c as a delayed version of the constant c. -For example: - -
-int i = 0; int j; -for_each(a.begin(), a.end(), (var(j) = _1, _1 = var(i), var(i) = var(j))); --is equivalent to: -
-int i = 0; int j; -var_type<int>::type vi(var(i)), vj(var(j)); -for_each(a.begin(), a.end(), (vj = _1, _1 = vi, vi = vj)); --
-Here is an example of naming a delayed constant: -
-constant_type<char>::type space(constant(' '));
-for_each(a.begin(),a.end(), cout << space << _1);
-
--As described in Section 5.2.2, assignment and subscripting operators are always defined as member functions. -This means, that for expressions of the form -x = y or x[y] to be interpreted as lambda expressions, the left-hand operand x must be a lambda expression. -Consequently, it is sometimes necessary to use var for this purpose. -We repeat the example from Section 5.2.2: - -
-int i; -i = _1; // error -var(i) = _1; // ok --
- -Note that the compound assignment operators +=, -= etc. can be defined as non-member functions, and thus they are interpreted as lambda expressions even if only the right-hand operand is a lambda expression. -Nevertheless, it is perfectly ok to delay the left operand explicitly. -For example, i += _1 is equivalent to var(i) += _1. -
-BLL defines several functions to create lambda functors that represent control structures. -They all take lambda functors as parameters and return void. -To start with an example, the following code outputs all even elements of some container a: - -
-for_each(a.begin(), a.end(), - if_then(_1 % 2 == 0, cout << _1)); --
-The BLL supports the following function templates for control structures: - -
-if_then(condition, then_part) -if_then_else(condition, then_part, else_part) -if_then_else_return(condition, then_part, else_part) -while_loop(condition, body) -while_loop(condition) // no body case -do_while_loop(condition, body) -do_while_loop(condition) // no body case -for_loop(init, condition, increment, body) -for_loop(init, condition, increment) // no body case -switch_statement(...) -- -The return types of all control construct lambda functor is -void, except for if_then_else_return, -which wraps a call to the conditional operator -
-condition ? then_part : else_part --The return type rules for this operator are somewhat complex. -Basically, if the branches have the same type, this type is the return type. -If the type of the branches differ, one branch, say of type -A, must be convertible to the other branch, -say of type B. -In this situation, the result type is B. -Further, if the common type is an lvalue, the return type will be an lvalue -too. -
-Delayed variables tend to be commonplace in control structure lambda expressions. -For instance, here we use the var function to turn the arguments of for_loop into lambda expressions. -The effect of the code is to add 1 to each element of a two-dimensional array: - -
-int a[5][10]; int i; -for_each(a, a+5, - for_loop(var(i)=0, var(i)<10, ++var(i), - _1[var(i)] += 1)); -- - -
-The BLL supports an alternative syntax for control expressions, suggested -by Joel de Guzmann. -By overloading the operator[] we can -get a closer resemblance with the built-in control structures: - -
-if_(condition)[then_part] -if_(condition)[then_part].else_[else_part] -while_(condition)[body] -do_[body].while_(condition) -for_(init, condition, increment)[body] -- -For example, using this syntax the if_then example above -can be written as: -
-for_each(a.begin(), a.end(), - if_(_1 % 2 == 0)[ cout << _1 ]) -- -As more experience is gained, we may end up deprecating one or the other -of these syntaces. - -
-The lambda expressions for switch control structures are more complex since the number of cases may vary. -The general form of a switch lambda expression is: - -
-switch_statement(condition, - case_statement<label>(lambda expression), - case_statement<label>(lambda expression), - ... - default_statement(lambda expression) -) -- -The condition argument must be a lambda expression that creates a lambda functor with an integral return type. -The different cases are created with the case_statement functions, and the optional default case with the default_statement function. -The case labels are given as explicitly specified template arguments to case_statement functions and -break statements are implicitly part of each case. -For example, case_statement<1>(a), where a is some lambda functor, generates the code: - -
-case 1: - evaluate lambda functor a; - break; --The switch_statement function is specialized for up to 9 case statements. - -
-As a concrete example, the following code iterates over some container v and ouptuts “zero” for each 0, “one” for each 1, and “other: n” for any other value n. -Note that another lambda expression is sequenced after the switch_statement to output a line break after each element: - -
-std::for_each(v.begin(), v.end(),
- (
- switch_statement(
- _1,
- case_statement<0>(std::cout << constant("zero")),
- case_statement<1>(std::cout << constant("one")),
- default_statement(cout << constant("other: ") << _1)
- ),
- cout << constant("\n")
- )
-);
-
--The BLL provides lambda functors that throw and catch exceptions. -Lambda functors for throwing exceptions are created with the unary function throw_exception. -The argument to this function is the exception to be thrown, or a lambda functor which creates the exception to be thrown. -A lambda functor for rethrowing exceptions is created with the nullary rethrow function. -
-Lambda expressions for handling exceptions are somewhat more complex. -The general form of a lambda expression for try catch blocks is as follows: - -
-try_catch( - lambda expression, - catch_exception<type>(lambda expression), - catch_exception<type>(lambda expression), - ... - catch_all(lambda expression) -) -- -The first lambda expression is the try block. -Each catch_exception defines a catch block where the -explicitly specified template argument defines the type of the exception -to catch. - -The lambda expression within the catch_exception defines -the actions to take if the exception is caught. - -Note that the resulting exception handlers catch the exceptions as -references, i.e., catch_exception<T>(...) -results in the catch block: - -
-catch(T& e) { ... }
-
-
-The last catch block can alternatively be a call to
-catch_exception<type>
-or to
-catch_all, which is the lambda expression equivalent to
-catch(...).
-
-- -The Example 1 demonstrates the use of the BLL -exception handling tools. -The first handler catches exceptions of type foo_exception. -Note the use of _1 placeholder in the body of the handler. -
-The second handler shows how to throw exceptions, and demonstrates the -use of the exception placeholder _e. - -It is a special placeholder, which refers to the caught exception object -within the handler body. - -Here we are handling an exception of type std::exception, -which carries a string explaining the cause of the exception. - -This explanation can be queried with the zero-argument member -function what. - -The expression -bind(&std::exception::what, _e) creates the lambda -function for making that call. - -Note that _e cannot be used outside of an exception handler lambda expression. - - -The last line of the second handler constructs a new exception object and -throws that with throw exception. - -Constructing and destructing objects within lambda expressions is -explained in Section 5.8 -
-Finally, the third handler (catch_all) demonstrates -rethrowing exceptions. -
Example 1. Throwing and handling exceptions in lambda expressions.
-for_each(
- a.begin(), a.end(),
- try_catch(
- bind(foo, _1), // foo may throw
- catch_exception<foo_exception>(
- cout << constant("Caught foo_exception: ")
- << "foo was called with argument = " << _1
- ),
- catch_exception<std::exception>(
- cout << constant("Caught std::exception: ")
- << bind(&std::exception::what, _e),
- throw_exception(bind(constructor<bar_exception>(), _1)))
- ),
- catch_all(
- (cout << constant("Unknown"), rethrow())
- )
- )
-);
--Operators new and delete can be -overloaded, but their return types are fixed. - -Particularly, the return types cannot be lambda functors, -which prevents them to be overloaded for lambda expressions. - -It is not possible to take the address of a constructor, -hence constructors cannot be used as target functions in bind expressions. - -The same is true for destructors. - -As a way around these constraints, BLL defines wrapper classes for -new and delete calls, -as well as for constructors and destructors. - -Instances of these classes are function objects, that can be used as -target functions of bind expressions. - -For example: - -
-int* a[10]; -for_each(a, a+10, _1 = bind(new_ptr<int>())); -for_each(a, a+10, bind(delete_ptr(), _1)); -- -The new_ptr<int>() expression creates -a function object that calls new int() when invoked, -and wrapping that inside bind makes it a lambda functor. - -In the same way, the expression delete_ptr() creates -a function object that invokes delete on its argument. - -Note that new_ptr<T>() -can take arguments as well. - -They are passed directly to the constructor invocation and thus allow -calls to constructors which take arguments. - -
- -As an example of constructor calls in lambda expressions, -the following code reads integers from two containers x -and y, -constructs pairs out of them and inserts them into a third container: - -
-vector<pair<int, int> > v; -transform(x.begin(), x.end(), y.begin(), back_inserter(v), - bind(constructor<pair<int, int> >(), _1, _2)); -- -Table 1 lists all the function -objects related to creating and destroying objects, - showing the expression to create and call the function object, -and the effect of evaluating that expression. - -
Table 1. Construction and destruction related function objects.
| Function object call | Wrapped expression |
|---|---|
| constructor<T>()(arg_list) | T(arg_list) |
| destructor()(a) | a.~A(), where a is of type A |
| destructor()(pa) | pa->~A(), where pa is of type A* |
| new_ptr<T>()(arg_list) | new T(arg_list) |
| new_array<T>()(sz) | new T[sz] |
| delete_ptr()(p) | delete p |
| delete_array()(p) | delete p[] |
-When a lambda functor is called, the default behavior is to substitute -the actual arguments for the placeholders within all subexpressions. - -This section describes the tools to prevent the substitution and -evaluation of a subexpression, and explains when these tools should be used. -
-The arguments to a bind expression can be arbitrary lambda expressions, -e.g., other bind expressions. - -For example: - -
-int foo(int); int bar(int); -... -int i; -bind(foo, bind(bar, _1)(i); -- -The last line makes the call foo(bar(i)); - -Note that the first argument in a bind expression, the target function, -is no exception, and can thus be a bind expression too. - -The innermost lambda functor just has to return something that can be used -as a target function: another lambda functor, function pointer, -pointer to member function etc. - -For example, in the following code the innermost lambda functor makes -a selection between two functions, and returns a pointer to one of them: - -
-int add(int a, int b) { return a+b; }
-int mul(int a, int b) { return a*b; }
-
-int(*)(int, int) add_or_mul(bool x) {
- return x ? add : mul;
-}
-
-bool condition; int i; int j;
-...
-bind(bind(&add_or_mul, _1), _2, _3)(condition, i, j);
-
-
-A nested bind expression may occur inadvertently, -if the target function is a variable with a type that depends on a -template parameter. - -Typically the target function could be a formal parameter of a -function template. - -In such a case, the programmer may not know whether the target function is a lambda functor or not. -
Consider the following function template: - -
-template<class F>
-int nested(const F& f) {
- int x;
- ...
- bind(f, _1)(x);
- ...
-}
-
-
-Somewhere inside the function the formal parameter
-f is used as a target function in a bind expression.
-
-In order for this bind call to be valid,
-f must be a unary function.
-
-Suppose the following two calls to nested are made:
-
--int foo(int); -int bar(int, int); -nested(&foo); -nested(bind(bar, 1, _1)); -- -Both are unary functions, or function objects, with appropriate argument -and return types, but the latter will not compile. - -In the latter call, the bind expression inside nested -will become: - -
-bind(bind(bar, 1, _1), _1) -- -When this is invoked with x, -after substituitions we end up trying to call - -
-bar(1, x)(x) -- -which is an error. - -The call to bar returns int, -not a unary function or function object. -
-In the example above, the intent of the bind expression in the -nested function is to treat f -as an ordinary function object, instead of a lambda functor. - -The BLL provides the function template unlambda to -express this: a lambda functor wrapped inside unlambda -is not a lambda functor anymore, and does not take part into the -argument substitution process. - -Note that for all other argument types unlambda is -an identity operation, except for making non-const objects const. -
-Using unlambda, the nested -function is written as: - -
-template<class F>
-int nested(const F& f) {
- int x;
- ...
- bind(unlambda(f), _1)(x);
- ...
-}
-
-
--The protect function is related to unlambda. - -It is also used to prevent the argument substitution taking place, -but whereas unlambda turns a lambda functor into -an ordinary function object for good, protect does -this temporarily, for just one evaluation round. - -For example: - -
-int x = 1, y = 10; -(_1 + protect(_1 + 2))(x)(y); -- -The first call substitutes x for the leftmost -_1, and results in another lambda functor -x + (_1 + 2), which after the call with -y becomes x + (y + 2), -and thus finally 13. -
-Primary motivation for including protect into the library, -was to allow nested STL algorithm invocations -(Section 5.11). -
-Actual arguments to the lambda functors cannot be non-const rvalues. -This is due to a deliberate design decision: either we have this restriction, -or there can be no side-effects to the actual arguments. - -There are ways around this limitation. - -We repeat the example from section -Section 4.3 and list the -different solutions: - -
-int i = 1; int j = 2; -(_1 + _2)(i, j); // ok -(_1 + _2)(1, 2); // error (!) -- -
-If the rvalue is of a class type, the return type of the function that -creates the rvalue should be defined as const. -Due to an unfortunate language restriction this does not work for -built-in types, as built-in rvalues cannot be const qualified. -
-If the lambda function call is accessible, the make_const -function can be used to constify the rvalue. E.g.: - -
-(_1 + _2)(make_const(1), make_const(2)); // ok -- -Commonly the lambda function call site is inside a standard algorithm -function template, preventing this solution to be used. - -
-If neither of the above is possible, the lambda expression can be wrapped -in a const_parameters function. -It creates another type of lambda functor, which takes its arguments as -const references. For example: - -
-const_parameters(_1 + _2)(1, 2); // ok -- -Note that const_parameters makes all arguments const. -Hence, in the case were one of the arguments is a non-const rvalue, -and another argument needs to be passed as a non-const reference, -this approach cannot be used. -
If none of the above is possible, there is still one solution, -which unfortunately can break const correctness. - -The solution is yet another lambda functor wrapper, which we have named -break_const to alert the user of the potential dangers -of this function. - -The break_const function creates a lambda functor that -takes its arguments as const, and casts away constness prior to the call -to the original wrapped lambda functor. - -For example: -
-int i; -... -(_1 += _2)(i, 2); // error, 2 is a non-const rvalue -const_parameters(_1 += _2)(i, 2); // error, i becomes const -break_const(_1 += _2)(i, 2); // ok, but dangerous -- -Note, that the results of break_const or -const_parameters are not lambda functors, -so they cannot be used as subexpressions of lambda expressions. For instance: - -
-break_const(_1 + _2) + _3; // fails. -const_parameters(_1 + _2) + _3; // fails. -- -However, this kind of code should never be necessary, -since calls to sub lambda functors are made inside the BLL, -and are not affected by the non-const rvalue problem. -
-The BLL defines its counterparts for the four cast expressions -static_cast, dynamic_cast, -const_cast and reinterpret_cast. - -The BLL versions of the cast expressions have the prefix -ll_. - -The type to cast to is given as an explicitly specified template argument, -and the sole argument is the expression from which to perform the cast. - -If the argument is a lambda functor, the lambda functor is evaluated first. - -For example, the following code uses ll_dynamic_cast -to count the number of derived instances in the container -a: - -
-class base {};
-class derived : public base {};
-
-vector<base*> a;
-...
-int count = 0;
-for_each(a.begin(), a.end(),
- if_then(ll_dynamic_cast<derived*>(_1), ++var(count)));
-
--The BLL counterparts for these expressions are named -ll_sizeof and ll_typeid. - -Both take one argument, which can be a lambda expression. -The lambda functor created wraps the sizeof or -typeid call, and when the lambda functor is called -the wrapped operation is performed. - -For example: - -
-vector<base*> a; -... -for_each(a.begin(), a.end(), - cout << bind(&type_info::name, ll_typeid(*_1))); -- -Here ll_typeid creates a lambda functor for -calling typeid for each element. - -The result of a typeid call is an instance of -the type_info class, and the bind expression creates -a lambda functor for calling the name member -function of that class. - -
-The BLL defines common STL algorithms as function object classes, -instances of which can be used as target functions in bind expressions. -For example, the following code iterates over the elements of a -two-dimensional array, and computes their sum. - -
-int a[100][200]; -int sum = 0; - -std::for_each(a, a + 100, - bind(ll::for_each(), _1, _1 + 200, protect(sum += _1))); -- -The BLL versions of the STL algorithms are classes, which define the function call operator (or several overloaded ones) to call the corresponding function templates in the std namespace. -All these structs are placed in the subnamespace boost::lambda:ll. - -
-Note that there is no easy way to express an overloaded member function -call in a lambda expression. - -This limits the usefulness of nested STL algorithms, as for instance -the begin function has more than one overloaded -definitions in container templates. - -In general, something analogous to the pseudo-code below cannot be written: - -
-std::for_each(a.begin(), a.end(), - bind(ll::for_each(), _1.begin(), _1.end(), protect(sum += _1))); -- -Some aid for common special cases can be provided though. - -The BLL defines two helper function object classes, -call_begin and call_end, -which wrap a call to the begin and, respectively, -end functions of a container, and return the -const_iterator type of the container. - -With these helper templates, the above code becomes: -
-std::for_each(a.begin(), a.end(), - bind(ll::for_each(), - bind(call_begin(), _1), bind(call_end(), _1), - protect(sum += _1))); -- -
- - -In this section, we explain how to extend the return type deduction system -to cover user defined operators. - -In many cases this is not necessary, -as the BLL defines default return types for operators. - -For example, the default return type for all comparison operators is -bool, and as long as the user defined comparison operators -have a bool return type, there is no need to write new specializations -for the return type deduction classes. - -Sometimes this cannot be avoided, though. - -
-The overloadable user defined operators are either unary or binary. - -For each arity, there are two traits templates that define the -return types of the different operators. - -Hence, the return type system can be extended by providing more -specializations for these templates. - -The templates for unary functors are - - -plain_return_type_1<Action, A> - - -and - - -return_type_1<Action, A> -, and - - -plain_return_type_2<Action, A, B> - - -and - - -return_type_2<Action, A, B> - - -respectively for binary functors. - -
-The first parameter (Action) to all these templates -is the action class, which specifies the operator. - -Operators with similar return type rules are grouped together into -action groups, -and only the action class and action group together define the operator -unambiguously. - -As an example, the action type -arithmetic_action<plus_action> stands for -operator+. - -The complete listing of different action types is shown in -Table 2. -
-The latter parameters, A in the unary case, -or A and B in the binary case, -stand for the argument types of the operator call. - -The two sets of templates, -plain_return_type_n and -return_type_n -(n is 1 or 2) differ in the way how parameter types -are presented to them. - -For the former templates, the parameter types are always provided as -non-reference types, and do not have const or volatile qualifiers. - -This makes specializing easy, as commonly one specialization for each -user defined operator, or operator group, is enough. - -On the other hand, if a particular operator is overloaded for different -cv-qualifications of the same argument types, -and the return types of these overloaded versions differ, a more fine-grained control is needed. - -Hence, for the latter templates, the parameter types preserve the -cv-qualifiers, and are non-reference types as well. - -The downside is, that for an overloaded set of operators of the -kind described above, one may end up needing up to -16 return_type_2 specializations. -
-Suppose the user has overloaded the following operators for some user defined -types X, Y and Z: - -
-Z operator+(const X&, const Y&); -Z operator-(const X&, const Y&); -- -Now, one can add a specialization stating, that if the left hand argument -is of type X, and the right hand one of type -Y, the return type of all such binary arithmetic -operators is Z: - -
-namespace boost {
-namespace lambda {
-
-template<class Act>
-struct plain_return_type_2<arithmetic_action<Act>, X, Y> {
- typedef Z type;
-};
-
-}
-}
-
-
-Having this specialization defined, BLL is capable of correctly
-deducing the return type of the above two operators.
-
-Note, that the specializations must be in the same namespace,
-::boost::lambda, with the primary template.
-
-For brevity, we do not show the namespace definitions in the examples below.
--It is possible to specialize on the level of an individual operator as well, -in addition to providing a specialization for a group of operators. -Say, we add a new arithmetic operator for argument types X -and Y: - -
-X operator*(const X&, const Y&); -- -Our first rule for all arithmetic operators specifies that the return -type of this operator is Z, -which obviously is not the case. -Hence, we provide a new rule for the multiplication operator: - -
-template<>
-struct plain_return_type_2<arithmetic_action<multiply_action>, X, Y> {
- typedef X type;
-};
-
--The specializations can define arbitrary mappings from the argument types -to the return type. - -Suppose we have some mathematical vector type, templated on the element type: - -
-template <class T> class my_vector; -- -Suppose the addition operator is defined between any two -my_vector instantiations, -as long as the addition operator is defined between their element types. - -Furthermore, the element type of the resulting my_vector -is the same as the result type of the addition between the element types. - -E.g., adding my_vector<int> and -my_vector<double> results in -my_vector<double>. - -The BLL has traits classes to perform the implicit built-in and standard -type conversions between integral, floating point, and complex classes. - -Using BLL tools, the addition operator described above can be defined as: - -
-template<class A, class B>
-my_vector<typename return_type_2<arithmetic_action<plus_action>, A, B>::type>
-operator+(const my_vector<A>& a, const my_vector<B>& b)
-{
- typedef typename
- return_type_2<arithmetic_action<plus_action>, A, B>::type res_type;
- return my_vector<res_type>();
-}
-
--To allow BLL to deduce the type of my_vector -additions correctly, we can define: - -
-template<class A, class B>
-class plain_return_type_2<arithmetic_action<plus_action>,
- my_vector<A>, my_vector<B> > {
- typedef typename
- return_type_2<arithmetic_action<plus_action>, A, B>::type res_type;
-public:
- typedef my_vector<res_type> type;
-};
-
-Note, that we are reusing the existing specializations for the
-BLL return_type_2 template,
-which require that the argument types are references.
-| + | arithmetic_action<plus_action> |
| - | arithmetic_action<minus_action> |
| * | arithmetic_action<multiply_action> |
| / | arithmetic_action<divide_action> |
| % | arithmetic_action<remainder_action> |
| + | unary_arithmetic_action<plus_action> |
| - | unary_arithmetic_action<minus_action> |
| & | bitwise_action<and_action> |
| | | bitwise_action<or_action> |
| ~ | bitwise_action<not_action> |
| ^ | bitwise_action<xor_action> |
| << | bitwise_action<leftshift_action_no_stream> |
| >> | bitwise_action<rightshift_action_no_stream> |
| && | logical_action<and_action> |
| || | logical_action<or_action> |
| ! | logical_action<not_action> |
| < | relational_action<less_action> |
| > | relational_action<greater_action> |
| <= | relational_action<lessorequal_action> |
| >= | relational_action<greaterorequal_action> |
| == | relational_action<equal_action> |
| != | relational_action<notequal_action> |
| += | arithmetic_assignment_action<plus_action> |
| -= | arithmetic_assignment_action<minus_action> |
| *= | arithmetic_assignment_action<multiply_action> |
| /= | arithmetic_assignment_action<divide_action> |
| %= | arithmetic_assignment_action<remainder_action> |
| &= | bitwise_assignment_action<and_action> |
| =| | bitwise_assignment_action<or_action> |
| ^= | bitwise_assignment_action<xor_action> |
| <<= | bitwise_assignment_action<leftshift_action> |
| >>= | bitwise_assignment_action<rightshift_action> |
| ++ | pre_increment_decrement_action<increment_action> |
| -- | pre_increment_decrement_action<decrement_action> |
| ++ | post_increment_decrement_action<increment_action> |
| -- | post_increment_decrement_action<decrement_action> |
| & | other_action<address_of_action> |
| * | other_action<contents_of_action> |
| , | other_action<comma_action> |
In theory, all overhead of using STL algorithms and lambda functors -compared to hand written loops can be optimized away, just as the overhead -from standard STL function objects and binders can. - -Depending on the compiler, this can also be true in practice. -We ran two tests with the GCC 3.0.4 compiler on 1.5 GHz Intel Pentium 4. -The optimization flag -03 was used. -
-In the first test we compared lambda functors against explicitly written -function objects. -We used both of these styles to define unary functions which multiply the -argument repeatedly by itself. -We started with the identity function, going up to -x5. -The expressions were called inside a std::transform loop, -reading the argument from one std::vector<int> -and placing the result into another. -The length of the vectors was 100 elements. -The running times are listed in -Table 3. - -We can observe that there is no significant difference between the -two approaches. -
-In the second test we again used std::transform to -perform an operation to each element in a 100-element long vector. -This time the element type of the vectors was double -and we started with very simple arithmetic expressions and moved to -more complex ones. -The running times are listed in Table 4. - -Here, we also included classic STL style unnamed functions into tests. -We do not show these expressions, as they get rather complex. -For example, the -last expression in Table 4 written with -classic STL tools contains 7 calls to compose2, -8 calls to bind1st -and altogether 14 constructor invocations for creating -multiplies, minus -and plus objects. - -In this test the BLL expressions are a little slower (roughly 10% on average, -less than 14% in all cases) -than the corresponding hand-written function objects. -The performance hit is a bit greater with classic STL expressions, -up to 27% for the simplest expressios. -
-The tests suggest that the BLL does not introduce a loss of performance -compared to STL function objects. -With a reasonable optimizing compiler, one should expect the performance characteristics be comparable to using classic STL. -Moreover, with simple expressions the performance can be expected to be close -to that of explicitly written function objects. - - - -Note however, that evaluating a lambda functor consist of a sequence of calls to small functions that are declared inline. -If the compiler fails to actually expand these functions inline, -the performance can suffer. -The running time can more than double if this happens. -Although the above tests do not include such an expression, we have experienced -this for some seemingly simple expressions. - - -
Table 3. Test 1. CPU time of expressions with integer multiplication written as a lambda expression and as a traditional hand-coded function object class. -The running times are expressed in arbitrary units.
| expression | lambda expression | hand-coded function object |
|---|---|---|
| x | 240 | 230 |
| x*x | 340 | 350 |
| x*x*x | 770 | 760 |
| x*x*x*x | 1180 | 1210 |
| x*x*x*x*x | 1950 | 1910 |
-
Table 4. Test 2. CPU time of arithmetic expressions written as lambda -expressions, as classic STL unnamed functions (using compose2, bind1st etc.) and as traditional hand-coded function object classes. -Using BLL terminology, -a and b are bound arguments in the expressions, and x is open. -All variables were of types double. -The running times are expressed in arbitrary units.
| expression | lambda expression | classic STL expression | hand-coded function object |
|---|---|---|---|
| ax | 330 | 370 | 290 |
| -ax | 350 | 370 | 310 |
| ax-(a+x) | 470 | 500 | 420 |
| (ax-(a+x))(a+x) | 620 | 670 | 600 |
| ((ax) - (a+x))(bx - (b+x))(ax - (b+x))(bx - (a+x)) | 1660 | 1660 | 1460 |
Some additional performance testing with an earlier version of the -library is described -[Jär00]. -
The BLL uses templates rather heavily, performing numerous recursive instantiations of the same templates. -This has (at least) three implications: -
-While it is possible to write incredibly complex lambda expressions, it probably isn't a good idea. -Compiling such expressions may end up requiring a lot of memory -at compile time, and being slow to compile. -
-The types of lambda functors that result from even the simplest lambda expressions are cryptic. -Usually the programmer doesn't need to deal with the lambda functor types at all, but in the case of an error in a lambda expression, the compiler usually outputs the types of the lambda functors involved. -This can make the error messages very long and difficult to interpret, particularly if the compiler outputs the whole chain of template instantiations. -
-The C++ Standard suggests a template nesting level of 17 to help detect infinite recursion. -Complex lambda templates can easily exceed this limit. -Most compilers allow a greater number of nested templates, but commonly require the limit explicitly increased with a command line argument. -
-The BLL works with the following compilers, that is, the compilers are capable of compiling the test cases that are included with the BLL: - -
The following list describes the test files included and the features that each file covers: - -
-bind_tests_simple.cpp : Bind expressions of different arities and types of target functions: function pointers, function objects and member functions. -Function composition with bind expressions.
bind_tests_simple_function_references.cpp : -Repeats all tests from bind_tests_simple.cpp where the target function is a function pointer, but uses function references instead. -
bind_tests_advanced.cpp : Contains tests for nested bind expressions, unlambda, protect, const_parameters and break_const. -Tests passing lambda functors as actual arguments to other lambda functors, currying, and using the sig template to specify the return type of a function object. -
-operator_tests_simple.cpp : -Tests using all operators that are overloaded for lambda expressions, that is, unary and binary arithmetic, -bitwise, -comparison, -logical, -increment and decrement, -compound, -assignment, -subscrict, -address of, -dereference, and comma operators. -The streaming nature of shift operators is tested, as well as pointer arithmetic with plus and minus operators. -
member_pointer_test.cpp : The pointer to member operator is complex enough to warrant a separate test file. -
-control_structures.cpp : -Tests for the looping and if constructs. -
-switch_construct.cpp : -Includes tests for all supported arities of the switch statement, both with and without the default case. -
-exception_test.cpp : -Includes tests for throwing exceptions and for try/catch constructs with varying number of catch blocks. -
-constructor_tests.cpp : -Contains tests for constructor, destructor, new_ptr, delete_ptr, new_array and delete_array. -
-cast_test.cpp : Tests for the four cast expressions, as well as typeid and sizeof. -
-extending_return_type_traits.cpp : Tests extending the return type deduction system for user defined types. -Contains several user defined operators and the corresponding specializations for the return type deduction templates. -
-is_instance_of_test.cpp : Includes tests for an internally used traits template, which can detect whether a given type is an instance of a certain template or not. -
-bll_and_function.cpp : -Contains tests for using boost::function together with lambda functors. -
Sometimes it is convenient to store lambda functors in variables. -However, the types of even the simplest lambda functors are long and unwieldy, and it is in general unfeasible to declare variables with lambda functor types. -The Boost Function library [function] defines wrappers for arbitrary function objects, for example -lambda functors; and these wrappers have types that are easy to type out. - -For example: - -
-boost::function<int(int, int)> f = _1 + _2; -boost::function<int&(int&)> g = (_1 += 10); -int i = 1, j = 2; -f(i, j); // returns 3 -g(i); // sets i to = 11; -- -The return and parameter types of the wrapped function object must be written explicilty as the template argument to the wrapper template boost::function; even when lambda functors, which otherwise have generic parameters, are wrapped. -Wrapping a function object with boost::function introduces a performance cost comparable to virtual function dispatch, though virtual functions are not actually used. - -Note that storing lambda functors inside boost::function -introduces a danger. -Certain types of lambda functors may store references to the bound -arguments, instead as taking copies of the arguments of the lambda expression. -When temporary lambda functor objects are used -in STL algorithm invocations this is always safe, as the lambda functor gets -destructed immediately after the STL algortihm invocation is completed. - -However, a lambda functor wrapped inside boost::function -may continue to exist longer, creating the possibility of dangling references. -For example: - -
-int* sum = new int(); -*sum = 0; -boost::function<int&(int)> counter = *sum += _1; -counter(5); // ok, *sum = 5; -delete sum; -counter(3); // error, *sum does not exist anymore -- -
-The Boost Bind [bind] library has partially overlapping functionality with the BLL. -Basically, the Boost Bind library (BB in the sequel) implements the bind expression part of BLL. -There are, however, some semantical differerences. -
-The BLL and BB evolved separately, and have different implementations. -This means that the bind expressions from the BB cannot be used within -bind expressions, or within other type of lambda expressions, of the BLL. -The same holds for using BLL bind expressions in the BB. -The libraries can coexist, however, as -the names of the BB library are in boost namespace, -whereas the BLL names are in boost::lambda namespace. -
-The BLL requires a compiler that is reasonably conformant to the -C++ standard, whereas the BB library is more portable, and works with -a larger set of compilers. -
-The following two sections describe what are the semantic differences -between the bind expressions in BB and BLL. -
-template<class F>
-int foo(const F& f) {
- int x;
- ..
- bind(f, _1)(x);
- ...
-}
--int bar(int, int); -nested(bind(bar, 1, _1)); -- -The bind expression inside foo becomes: -
-bind(bind(bar, 1, _1), _1)(x) -- -The BLL interpretes this as: -
-bar(1, x)(x) --whereas the BB library as -
-bar(1, x) -- -To get this functionality in BLL, the bind expression inside the foo function can be written as: -
-bind(unlambda(f), _1)(x); --as explained in Section 5.9.1.1. - -
-The BB library supports up to nine placeholders, while the BLL -defines only three placeholders. -The rationale for not providing more, is that the highest arity of the -function objects accepted by any STL algorithm is two. -The placeholder count is easy to increase in the BB library. -In BLL it is possible, but more laborous. -The BLL currently passes the actual arguments to the lambda functors -internally just as they are and does not wrap them inside a tuple object. -The reason for this is that some widely used compilers are not capable -of optimizing the intermediate tuple objects away. -The creation of the intermediate tuples would cause a significant -performance hit, particularly for the simplest (and thus the most common) -lambda functors. -We are working on a hybrid approach, which will allow more placeholders -but not compromise the performance of simple lambda functors. -
[STL94] The Standard Template Library. Hewlett-Packard Laboratories. 1994. -www.hpl.hp.com/techreports -.
[SGI02] The SGI Standard Template Library. 2002. www.sgi.com/tech/stl/.
[Jär99] - -C++ Function Object Binders Made Easy. -. Lecture Notes in Computer Science. Springer. 2000.
[Jär00] The Lambda Library : Lambda Abstraction in C++. Turku Centre for Computer Science. Technical Report . 378. 2000. www.tucs.fi/publications.
[Jär01] The Lambda Library : Lambda Abstraction in C++. Second Workshop on C++ Template Programming. Tampa Bay, OOPSLA'01. . 2001. www.oonumerics.org/tmpw01/.
[Jär03] - - - - - - -The Lambda Library : unnamed functions in C++. - -. Software - Practice and Expreience. 2003.
[tuple] The Boost Tuple Library. www.boost.org/libs/tuple/doc/tuple_users_guide.html -. 2002.
[type_traits] The Boost type_traits. www.boost.org/libs/type_traits/ -. 2002.
[ref] Boost ref. www.boost.org/libs/bind/ref.html -. 2002.
[bind] Boost Bind Library. www.boost.org/libs/bind/bind.html -. 2002.
[function] Boost Function Library. www.boost.org/libs/function/ -. 2002.
[fc++] The FC++ library: Functional Programming in C++. www.cc.gatech.edu/~yannis/fc++/ -. 2002.
Copyright © 1999-2002 Jaakko Järvi, Gary Powell
- The Boost Lambda Library is free software; Permission to copy, - use, modify and distribute this software and its documentation is granted, provided this copyright - notice appears in all copies. -
Table of Contents
- - The Boost Lambda Library (BLL in the sequel) is a C++ template - library, which implements form of lambda abstractions for C++. -The term originates from functional programming and lambda calculus, where a lambda abstraction defines an unnamed function. - The primary motivation for the BLL is to provide flexible and - convenient means to define unnamed function objects for STL algorithms. -In explaining what the library is about, a line of code says more than a thousand words; the - following line outputs the elements of some STL container - a separated by spaces: - -
for_each(a.begin(), a.end(), std::cout << _1 << ' ');- - The expression std::cout << _1 << ' ' defines a unary function object. - The variable _1 is the parameter of this function, a placeholder for the actual argument. - Within each iteration of for_each, the function is - called with an element of a as the actual argument. - This actual argument is substituted for the placeholder, and the ‘body’ of the function is evaluated. -
The essence of BLL is letting you define small unnamed function objects, such as the one above, directly on the call site of an STL algorithm. -
Copyright © 1999-2002 Jaakko Järvi, Gary Powell
- The Boost Lambda Library is free software; Permission to copy, - use, modify and distribute this software and its documentation is granted, provided this copyright - notice appears in all copies. -
Table of Contents
- - The Boost Lambda Library (BLL in the sequel) is a C++ template - library, which implements form of lambda abstractions for C++. -The term originates from functional programming and lambda calculus, where a lambda abstraction defines an unnamed function. - The primary motivation for the BLL is to provide flexible and - convenient means to define unnamed function objects for STL algorithms. -In explaining what the library is about, a line of code says more than a thousand words; the - following line outputs the elements of some STL container - a separated by spaces: - -
for_each(a.begin(), a.end(), std::cout << _1 << ' ');- - The expression std::cout << _1 << ' ' defines a unary function object. - The variable _1 is the parameter of this function, a placeholder for the actual argument. - Within each iteration of for_each, the function is - called with an element of a as the actual argument. - This actual argument is substituted for the placeholder, and the ‘body’ of the function is evaluated. -
The essence of BLL is letting you define small unnamed function objects, such as the one above, directly on the call site of an STL algorithm. -
- The library consists of include files only, hence there is no - installation procedure. The boost include directory - must be on the include path. - There are a number of include files that give different functionality: - - -
- lambda/lambda.hpp defines lambda expressions for different C++ - operators, see Section 5.2. -
- lambda/bind.hpp defines bind functions for up to 9 arguments, see Section 5.3.
- lambda/if.hpp defines lambda function equivalents for if statements and the conditional operator, see Section 5.6 (includes lambda.hpp). -
- lambda/loops.hpp defines lambda function equivalent for looping constructs, see Section 5.6. -
- lambda/switch.hpp defines lambda function equivalent for the switch statement, see Section 5.6. -
- lambda/construct.hpp provides tools for writing lambda expressions with constructor, destructor, new and delete invocations, see Section 5.8 (includes lambda.hpp). -
- lambda/casts.hpp provides lambda versions of different casts, as well as sizeof and typeid, see Section 5.10.1. -
- lambda/exceptions.hpp gives tools for throwing and catching - exceptions within lambda functions, Section 5.7 (includes - lambda.hpp). -
- lambda/algorithm.hpp and lambda/numeric.hpp (cf. standard algortihm and numeric headers) allow nested STL algorithm invocations, see Section 5.11. -
- All definitions are placed in the namespace boost::lambda and its subnamespaces. -
The Standard Template Library (STL) - [STL94], now part of the C++ Standard Library [C++98], is a generic container and algorithm library. -Typically STL algorithms operate on container elements via function objects. These function objects are passed as arguments to the algorithms. -
-Any C++ construct that can be called with the function call syntax -is a function object. -The STL contains predefined function objects for some common cases (such as plus, less and not1). -As an example, one possible implementation for the standard plus template is: - -
-template <class T> : public binary_function<T, T, T>
-struct plus {
- T operator()(const T& i, const T& j) const {
- return i + j;
- }
-};
-
-
-The base class binary_function<T, T, T> contains typedefs for the argument and return types of the function object, which are needed to make the function object adaptable.
--In addition to the basic function object classes, such as the one above, -the STL contains binder templates for creating a unary function object from an adaptable binary function object by fixing one of the arguments to a constant value. -For example, instead of having to explicitly write a function object class like: - -
-class plus_1 {
- int _i;
-public:
- plus_1(const int& i) : _i(i) {}
- int operator()(const int& j) { return _i + j; }
-};
-
-
-the equivalent functionality can be achieved with the plus template and one of the binder templates (bind1st).
-E.g., the following two expressions create function objects with identical functionalities;
-when invoked, both return the result of adding 1 to the argument of the function object:
-
--plus_1(1) -bind1st(plus<int>(), 1) -- -The subexpression plus<int>() in the latter line is a binary function object which computes the sum of two integers, and bind1st invokes this function object partially binding the first argument to 1. -As an example of using the above function object, the following code adds 1 to each element of some container a and outputs the results into the standard output stream cout. - -
-transform(a.begin(), a.end(), ostream_iterator<int>(cout), - bind1st(plus<int>(), 1)); -- -
-To make the binder templates more generally applicable, the STL contains adaptors for making -pointers or references to functions, and pointers to member functions, -adaptable. - -Finally, some STL implementations contain function composition operations as -extensions to the standard [SGI02]. -
-All these tools aim at one goal: to make it possible to specify -unnamed functions in a call of an STL algorithm, -in other words, to pass code fragments as an argument to a function. - -However, this goal is attained only partially. -The simple example above shows that the definition of unnamed functions -with the standard tools is cumbersome. - -Complex expressions involving functors, adaptors, binders and -function composition operations tend to be difficult to comprehend. - -In addition to this, there are significant restrictions in applying -the standard tools. E.g. the standard binders allow only one argument -of a binary function to be bound; there are no binders for -3-ary, 4-ary etc. functions. -
-The Boost Lambda Library provides solutions for the problems described above: - -
-Unnamed functions can be created easily with an intuitive syntax. - -The above example can be written as: - -
-transform(a.begin(), a.end(), ostream_iterator<int>(cout), - 1 + _1); -- -or even more intuitively: - -
-for_each(a.begin(), a.end(), cout << (1 + _1)); --
-Most of the restrictions in argument binding are removed, -arbitrary arguments of practically any C++ function can be bound. -
-Separate function composition operations are not needed, -as function composition is supported implicitly. - -
- Lambda expression are common in functional programming languages. - Their syntax varies between languages (and between different forms of lambda calculus), but the basic form of a lambda expressions is: - - -
-lambda x1 ... xn.e -- - - A lambda expression defines an unnamed function and consists of: -
- the parameters of this function: x1 ... xn. - -
the expression e which computes the value of the function in terms of the parameters x1 ... xn. -
-lambda x y.x+y --Applying the lambda function means substituting the formal parameters with the actual arguments: -
-(lambda x y.x+y) 2 3 = 2 + 3 = 5 -- - -
-In the C++ version of lambda expressions the lambda x1 ... xn part is missing and the formal parameters have predefined names. -In the current version of the library, -there are three such predefined formal parameters, -called placeholders: -_1, _2 and _3. -They refer to the first, second and third argument of the function defined -by the lambda expression. - -For example, the C++ version of the definition -
lambda x y.x+y-is -
_1 + _2-
-Hence, there is no syntactic keyword for C++ lambda expressions. - The use of a placeholder as an operand implies that the operator invocation is a lambda expression. - However, this is true only for operator invocations. - Lambda expressions containing function calls, control structures, casts etc. require special syntactic constructs. - Most importantly, function calls need to be wrapped inside a bind function. - - As an example, consider the lambda expression: - -
lambda x y.foo(x,y)- - Rather than foo(_1, _2), the C++ counterpart for this expression is: - -
bind(foo, _1, _2)- - We refer to this type of C++ lambda expressions as bind expressions. -
A lambda expression defines a C++ function object, hence function application syntax is like calling any other function object, for instance: (_1 + _2)(i, j). - - -
-A bind expression is in effect a partial function application. -In partial function application, some of the arguments of a function are bound to fixed values. - The result is another function, with possibly fewer arguments. - When called with the unbound arguments, this new function invokes the original function with the merged argument list of bound and unbound arguments. -
- A lambda expression defines a function. A C++ lambda expression concretely constructs a function object, a functor, when evaluated. We use the name lambda functor to refer to such a function object. - Hence, in the terminology adopted here, the result of evaluating a lambda expression is a lambda functor. -
-The purpose of this section is to introduce the basic functionality of the library. -There are quite a lot of exceptions and special cases, but discussion of them is postponed until later sections. - - -
- In this section we give basic examples of using BLL lambda expressions in STL algorithm invocations. - We start with some simple expressions and work up. - First, we initialize the elements of a container, say, a list, to the value 1: - - -
-list<int> v(10); -for_each(v.begin(), v.end(), _1 = 1);- - The expression _1 = 1 creates a lambda functor which assigns the value 1 to every element in v.[1] -
- Next, we create a container of pointers and make them point to the elements in the first container v: - -
-vector<int*> vp(10); -transform(v.begin(), v.end(), vp.begin(), &_1);- -The expression &_1 creates a function object for getting the address of each element in v. -The addresses get assigned to the corresponding elements in vp. -
- The next code fragment changes the values in v. - For each element, the function foo is called. -The original value of the element is passed as an argument to foo. -The result of foo is assigned back to the element: - - -
-int foo(int); -for_each(v.begin(), v.end(), _1 = bind(foo, _1));-
- The next step is to sort the elements of vp: - -
sort(vp.begin(), vp.end(), *_1 > *_2);- - In this call to sort, we are sorting the elements by their contents in descending order. -
- Finally, the following for_each call outputs the sorted content of vp separated by line breaks: - -
-for_each(vp.begin(), vp.end(), cout << *_1 << '\n'); -- -Note that a normal (non-lambda) expression as subexpression of a lambda expression is evaluated immediately. -This may cause surprises. -For instance, if the previous example is rewritten as -
-for_each(vp.begin(), vp.end(), cout << '\n' << *_1); --the subexpression cout << '\n' is evaluated immediately and the effect is to output a single line break, followed by the elements of vp. -The BLL provides functions constant and var to turn constants and, respectively, variables into lambda expressions, and can be used to prevent the immediate evaluation of subexpressions: -
-for_each(vp.begin(), vp.end(), cout << constant('\n') << *_1);
-
-These functions are described more thoroughly in Section 5.5
-
-- During the invocation of a lambda functor, the actual arguments are substituted for the placeholders. - The placeholders do not dictate the type of these actual arguments. - The basic rule is that a lambda function can be called with arguments of any types, as long as the lambda expression with substitutions performed is a valid C++ expression. - As an example, the expression - _1 + _2 creates a binary lambda functor. - It can be called with two objects of any types A and B for which operator+(A,B) is defined (and for which BLL knows the return type of the operator, see below). -
- C++ lacks a mechanism to query a type of an expression. - However, this precise mechanism is crucial for the implementation of C++ lambda expressions. - Consequently, BLL includes a somewhat complex type deduction system which uses a set of traits classes for deducing the resulting type of lambda functions. - It handles expressions where the operands are of built-in types and many of the expressions with operands of standard library types. - Many of the user defined types are covered as well, particularly if the user defined operators obey normal conventions in defining the return types. -
- There are, however, cases when the return type cannot be deduced. For example, suppose you have defined: - -
C operator+(A, B);- - The following lambda function invocation fails, since the return type cannot be deduced: - -
A a; B b; (_1 + _2)(a, b);-
- There are two alternative solutions to this. - The first is to extend the BLL type deduction system to cover your own types (see Section 6). - The second is to use a special lambda expression (ret) which defines the return type in place (see Section 5.4): - -
A a; B b; ret<C>(_1 + _2)(a, b);-
- For bind expressions, the return type can be defined as a template argument of the bind function as well: -
bind<int>(foo, _1, _2);- - -
A general restriction for the actual arguments is that they cannot be non-const rvalues. - For example: - -
-int i = 1; int j = 2; -(_1 + _2)(i, j); // ok -(_1 + _2)(1, 2); // error (!) -- - This restriction is not as bad as it may look. - Since the lambda functors are most often called inside STL-algorithms, - the arguments originate from dereferencing iterators and the dereferencing operators seldom return rvalues. - And for the cases where they do, there are workarounds discussed in -Section 5.9.2. - - -
- -By default, temporary const copies of the bound arguments are stored -in the lambda functor. - -This means that the value of a bound argument is fixed at the time of the -creation of the lambda function and remains constant during the lifetime -of the lambda function object. -For example: -
-int i = 1; -(_1 = 2, _1 + i)(i); --The comma operator is overloaded to combine lambda expressions into a sequence; -the resulting unary lambda functor first assigns 2 to its argument, -then adds the value of i to it. -The value of the expression in the last line is 3, not 4. -In other words, the lambda expression that is created is -lambda x.(x = 2, x + 1) rather than -lambda x.(x = 2, x + i). - -
- -As said, this is the default behavior for which there are exceptions. -The exact rules are as follows: - -
- -The programmer can control the storing mechanism with ref -and cref wrappers [ref]. - -Wrapping an argument with ref, or cref, -instructs the library to store the argument as a reference, -or as a reference to const respectively. - -For example, if we rewrite the previous example and wrap the variable -i with ref, -we are creating the lambda expression lambda x.(x = 2, x + i) -and the value of the expression in the last line will be 4: - -
-i = 1; -(_1 = 2, _1 + ref(i))(i); -- -Note that ref and cref are different -from var and constant. - -While the latter ones create lambda functors, the former do not. -For example: - -
-int i; -var(i) = 1; // ok -ref(i) = 1; // not ok, ref(i) is not a lambda functor -- -The functions ref and cref mostly -exist for historical reasons, -and ref can always -be replaced with var, and cref with -constant_ref. -See Section 5.5 for details. -The ref and cref functions are -general purpose utility functions in Boost, and hence defined directly -in the boost namespace. - -
-Array types cannot be copied, they are thus stored as const reference by default. -
-For some expressions it makes more sense to store the arguments as references. - -For example, the obvious intention of the lambda expression -i += _1 is that calls to the lambda functor affect the -value of the variable i, -rather than some temporary copy of it. - -As another example, the streaming operators take their leftmost argument -as non-const references. - -The exact rules are: - -
The left argument of compound assignment operators (+=, *=, etc.) are stored as references to non-const.
If the left argument of << or >> operator is derived from an instantiation of basic_ostream or respectively from basic_istream, the argument is stored as a reference to non-const. -For all other types, the argument is stored as a copy. -
-In pointer arithmetic expressions, non-const array types are stored as non-const references. -This is to prevent pointer arithmetic making non-const arrays const. - -
-This section describes different categories of lambda expressions in details. -We devote a separate section for each of the possible forms of a lambda expression. - - -
-The BLL defines three placeholder types: placeholder1_type, placeholder2_type and placeholder3_type. -BLL has a predefined placeholder variable for each placeholder type: _1, _2 and _3. -However, the user is not forced to use these placeholders. -It is easy to define placeholders with alternative names. -This is done by defining new variables of placeholder types. -For example: - -
boost::lambda::placeholder1_type X; -boost::lambda::placeholder2_type Y; -boost::lambda::placeholder3_type Z; -- -With these variables defined, X += Y * Z is equivalent to _1 += _2 * _3. -
-The use of placeholders in the lambda expression determines whether the resulting function is nullary, unary, binary or 3-ary. -The highest placeholder index is decisive. For example: - -
-_1 + 5 // unary -_1 * _1 + _1 // unary -_1 + _2 // binary -bind(f, _1, _2, _3) // 3-ary -_3 + 10 // 3-ary -- -Note that the last line creates a 3-ary function, which adds 10 to its third argument. -The first two arguments are discarded. -Furthermore, lambda functors only have a minimum arity. -One can always provide more arguments (up the number of supported placeholders) -that is really needed. -The remaining arguments are just discarded. -For example: - -
-int i, j, k; -_1(i, j, k) // returns i, discards j and k -(_2 + _2)(i, j, k) // returns j+j, discards i and k -- -See -Section 1 for the design rationale behind this -functionality. - -
-In addition to these three placeholder types, there is also a fourth placeholder type placeholderE_type. -The use of this placeholder is defined in Section 5.7 describing exception handling in lambda expressions. -
When an actual argument is supplied for a placeholder, the parameter passing mode is always by reference. -This means that any side-effects to the placeholder are reflected to the actual argument. -For example: - - -
-int i = 1; -(_1 += 2)(i); // i is now 3 -(++_1, cout << _1)(i) // i is now 4, outputs 4 --
-The basic rule is that any C++ operator invocation with at least one argument being a lambda expression is itself a lambda expression. -Almost all overloadable operators are supported. -For example, the following is a valid lambda expression: - -
cout << _1, _2[_3] = _1 && false-
-However, there are some restrictions that originate from the C++ operator overloading rules, and some special cases. -
-Some operators cannot be overloaded at all (::, ., .*). -For some operators, the requirements on return types prevent them to be overloaded to create lambda functors. -These operators are ->., ->, new, new[], delete, delete[] and ?: (the conditional operator). -
-These operators must be implemented as class members. -Consequently, the left operand must be a lambda expression. For example: - -
-int i; -_1 = i; // ok -i = _1; // not ok. i is not a lambda expression -- -There is a simple solution around this limitation, described in Section 5.5. -In short, -the left hand argument can be explicitly turned into a lambda functor by wrapping it with a special var function: -
-var(i) = _1; // ok -- -
-Logical operators obey the short-circuiting evaluation rules. For example, in the following code, i is never incremented: -
-bool flag = true; int i = 0; -(_1 || ++_2)(flag, i); --
-Comma operator is the ‘statement separator’ in lambda expressions. -Since comma is also the separator between arguments in a function call, extra parenthesis are sometimes needed: - -
-for_each(a.begin(), a.end(), (++_1, cout << _1)); -- -Without the extra parenthesis around ++_1, cout << _1, the code would be interpreted as an attempt to call for_each with four arguments. -
-The lambda functor created by the comma operator adheres to the C++ rule of always evaluating the left operand before the right one. -In the above example, each element of a is first incremented, then written to the stream. -
-The function call operators have the effect of evaluating the lambda -functor. -Calls with too few arguments lead to a compile time error. -
-The member pointer operator operator->* can be overloaded freely. -Hence, for user defined types, member pointer operator is no special case. -The built-in meaning, however, is a somewhat more complicated case. -The built-in member pointer operator is applied if the left argument is a pointer to an object of some class A, and the right hand argument is a pointer to a member of A, or a pointer to a member of a class from which A derives. -We must separate two cases: - -
The right hand argument is a pointer to a data member. -In this case the lambda functor simply performs the argument substitution and calls the built-in member pointer operator, which returns a reference to the member pointed to. -For example: -
-struct A { int d; };
-A* a = new A();
- ...
-(a ->* &A::d); // returns a reference to a->d
-(_1 ->* &A::d)(a); // likewise
-
--The right hand argument is a pointer to a member function. -For a built-in call like this, the result is kind of a delayed member function call. -Such an expression must be followed by a function argument list, with which the delayed member function call is performed. -For example: -
-struct B { int foo(int); };
-B* b = new B();
- ...
-(b ->* &B::foo) // returns a delayed call to b->foo
- // a function argument list must follow
-(b ->* &B::foo)(1) // ok, calls b->foo(1)
-
-(_1 ->* &B::foo)(b); // returns a delayed call to b->foo,
- // no effect as such
-(_1 ->* &B::foo)(b)(1); // calls b->foo(1)
-
--Bind expressions can have two forms: - - -
-bind(target-function, bind-argument-list) -bind(target-member-function, object-argument, bind-argument-list) -- -A bind expression delays the call of a function. -If this target function is n-ary, then the bind-argument-list must contain n arguments as well. -In the current version of the BLL, 0 <= n <= 9 must hold. -For member functions, the number of arguments must be at most 8, as the object argument takes one argument position. - -Basically, the -bind-argument-list must be a valid argument list for the target function, except that any argument can be replaced with a placeholder, or more generally, with a lambda expression. -Note that also the target function can be a lambda expression. - -The result of a bind expression is either a nullary, unary, binary or 3-ary function object depending on the use of placeholders in the bind-argument-list (see Section 5.1). -
-The return type of the lambda functor created by the bind expression can be given as an explicitly specified template parameter, as in the following example: -
-bind<RET>(target-function, bind-argument-list) --This is only necessary if the return type of the target function cannot be deduced. -
-The following sections describe the different types of bind expressions. -
The target function can be a pointer or a reference to a function and it can be either bound or unbound. For example: -
-X foo(A, B, C); A a; B b; C c; -bind(foo, _1, _2, c)(a, b); -bind(&foo, _1, _2, c)(a, b); -bind(_1, a, b, c)(foo); -- -The return type deduction always succeeds with this type of bind expressions. -
-Note, that in C++ it is possible to take the address of an overloaded function only if the address is assigned to, or used as an initializer of, a variable, the type of which solves the amibiguity, or if an explicit cast expression is used. -This means that overloaded functions cannot be used in bind expressions directly, e.g.: -
-void foo(int); -void foo(float); -int i; - ... -bind(&foo, _1)(i); // error - ... -void (*pf1)(int) = &foo; -bind(pf1, _1)(i); // ok -bind(static_cast<void(*)(int)>(&foo), _1)(i); // ok --
-The syntax for using pointers to member function in bind expression is: -
-bind(target-member-function, object-argument, bind-argument-list) -- -The object argument can be a reference or pointer to the object, the BLL supports both cases with a uniform interface: - -
-bool A::foo(int) const; -A a; -vector<int> ints; - ... -find_if(ints.begin(), ints.end(), bind(&A::foo, a, _1)); -find_if(ints.begin(), ints.end(), bind(&A::foo, &a, _1)); -- -Similarly, if the object argument is unbound, the resulting lambda functor can be called both via a pointer or a reference: - -
-bool A::foo(int); -list<A> refs; -list<A*> pointers; - ... -find_if(refs.begin(), refs.end(), bind(&A::foo, _1, 1)); -find_if(pointers.begin(), pointers.end(), bind(&A::foo, _1, 1)); -- -
-Even though the interfaces are the same, there are important semantic differences between using a pointer or a reference as the object argument. -The differences stem from the way bind-functions take their parameters, and how the bound parameters are stored within the lambda functor. -The object argument has the same parameter passing and storing mechanism as any other bind argument slot (see Section 4.4); it is passed as a const reference and stored as a const copy in the lambda functor. -This creates some asymmetry between the lambda functor and the original member function, and between seemingly similar lambda functors. For example: -
-class A {
- int i; mutable int j;
-public:
-
- A(int ii, int jj) : i(ii), j(jj) {};
- void set_i(int x) { i = x; };
- void set_j(int x) const { j = x; };
-};
-
-
-When a pointer is used, the behavior is what the programmer might expect:
-
--A a(0,0); int k = 1; -bind(&A::set_i, &a, _1)(k); // a.i == 1 -bind(&A::set_j, &a, _1)(k); // a.j == 1 -- -Even though a const copy of the object argument is stored, the original object a is still modified. -This is since the object argument is a pointer, and the pointer is copied, not the object it points to. -When we use a reference, the behaviour is different: - -
-A a(0,0); int k = 1; -bind(&A::set_i, a, _1)(k); // error; a const copy of a is stored. - // Cannot call a non-const function set_i -bind(&A::set_j, a, _1)(k); // a.j == 0, as a copy of a is modified --
-To prevent the copying from taking place, one can use the ref or cref wrappers (var and constant_ref would do as well): -
-bind(&A::set_i, ref(a), _1)(k); // a.j == 1 -bind(&A::set_j, cref(a), _1)(k); // a.j == 1 --
Note that the preceding discussion is relevant only for bound arguments. -If the object argument is unbound, the parameter passing mode is always by reference. -Hence, the argument a is not copied in the calls to the two lambda functors below: -
-A a(0,0); -bind(&A::set_i, _1, 1)(a); // a.i == 1 -bind(&A::set_j, _1, 1)(a); // a.j == 1 --
-A pointer to a member variable is not really a function, but -the first argument to the bind function can nevertheless -be a pointer to a member variable. -Invoking such a bind expression returns a reference to the data member. -For example: - -
-struct A { int data; };
-A a;
-bind(&A::data, _1)(a) = 1; // a.data == 1
-
-
-The cv-qualifiers of the object whose member is accessed are respected.
-For example, the following tries to write into a const location:
--const A ca = a; -bind(&A::data, _1)(ca) = 1; // error -- -
- -Function objects, that is, class objects which have the function call -operator defined, can be used as target functions. - -In general, BLL cannot deduce the return type of an arbitrary function object. - -However, there are two methods for giving BLL this capability for a certain -function object class. - -
- -The BLL supports the standard library convention of declaring the return type -of a function object with a member typedef named result_type in the -function object class. - -Here is a simple example: -
-struct A {
- typedef B result_type;
- B operator()(X, Y, Z);
-};
-
-
-If a function object does not define a result_type typedef,
-the method described below (sig template)
-is attempted to resolve the return type of the
-function object. If a function object defines both result_type
-and sig, result_type takes precedence.
-
--Another mechanism that make BLL aware of the return type(s) of a function object is defining -member template struct -sig<Args> with a typedef -type that specifies the return type. - -Here is a simple example: -
-struct A {
- template <class Args> struct sig { typedef B type; }
- B operator()(X, Y, Z);
-};
-
-
-The template argument Args is a
-tuple (or more precisely a cons list)
-type [tuple], where the first element
-is the function
-object type itself, and the remaining elements are the types of
-the arguments, with which the function object is being called.
-
-This may seem overly complex compared to defining the result_type typedef.
-Howver, there are two significant restrictions with using just a simple
-typedef to express the return type:
--If the function object defines several function call operators, there is no way to specify different result types for them. -
-If the function call operator is a template, the result type may -depend on the template parameters. -Hence, the typedef ought to be a template too, which the C++ language -does not support. -
-struct A {
-
- // the return type equals the third argument type:
- template<class T1, T2, T3>
- T3 operator()(const T1& t1, const T2& t2, const T3& t3);
-
- template <class Args>
- class sig {
- // get the third argument type (4th element)
- typedef typename
- boost::tuples::element<3, Args>::type T3;
- public:
- typedef typename
- boost::remove_cv<T3>::type type;
- }
-};
-
-
-
-The elements of the Args tuple are always
-non-reference types.
-
-Moreover, the element types can have a const or volatile qualifier
-(jointly referred to as cv-qualifiers), or both.
-This is since the cv-qualifiers in the arguments can affect the return type.
-The reason for including the potentially cv-qualified function object
-type itself into the Args tuple, is that the function
-object class can contain both const and non-const (or volatile, even
-const volatile) function call operators, and they can each have a different
-return type.
--The sig template can be seen as a -meta-function that maps the argument type tuple to -the result type of the call made with arguments of the types in the tuple. - -As the example above demonstrates, the template can end up being somewhat -complex. -Typical tasks to be performed are the extraction of the relevant types -from the tuple, removing cv-qualifiers etc. -See the Boost type_traits [type_traits] and -Tuple [type_traits] libraries -for tools that can aid in these tasks. -The sig templates are a refined version of a similar -mechanism first introduced in the FC++ library -[fc++]. -
-The return type deduction system may not be able to deduce the return types of some user defined operators or bind expressions with class objects. - -A special lambda expression type is provided for stating the return type explicitly and overriding the deduction system. -To state that the return type of the lambda functor defined by the lambda expression e is T, you can write: - -
ret<T>(e);- -The effect is that the return type deduction is not performed for the lambda expression e at all, but instead, T is used as the return type. -Obviously T cannot be an arbitrary type, the true result of the lambda functor must be implicitly convertible to T. -For example: - -
-A a; B b;
-C operator+(A, B);
-int operator*(A, B);
- ...
-ret<D>(_1 + _2)(a, b); // error (C cannot be converted to D)
-ret<C>(_1 + _2)(a, b); // ok
-ret<float>(_1 * _2)(a, b); // ok (int can be converted to float)
- ...
-struct X {
- Y operator(int)();
-};
- ...
-X x; int i;
-bind(x, _1)(i); // error, return type cannot be deduced
-ret<Y>(bind(x, _1))(i); // ok
-
-For bind expressions, there is a short-hand notation that can be used instead of ret.
-The last line could alternatively be written as:
-
-bind<Z>(x, _1)(i);-This feature is modeled after the Boost Bind library [bind]. - -
Note that within nested lambda expressions, -the ret must be used at each subexpression where -the deduction would otherwise fail. -For example: -
-A a; B b; -C operator+(A, B); D operator-(C); - ... -ret<D>( - (_1 + _2))(a, b); // error -ret<D>( - ret<C>(_1 + _2))(a, b); // ok --
If you find yourself using ret repeatedly with the same types, it is worth while extending the return type deduction (see Section 6). -
-As stated above, the effect of ret is to prevent the return type deduction to be performed. -However, there is an exception. -Due to the way the C++ template instantiation works, the compiler is always forced to instantiate the return type deduction templates for zero-argument lambda functors. -This introduces a slight problem with ret, best described with an example: - -
-struct F { int operator()(int i) const; };
-F f;
- ...
-bind(f, _1); // fails, cannot deduce the return type
-ret<int>(bind(f, _1)); // ok
- ...
-bind(f, 1); // fails, cannot deduce the return type
-ret<int>(bind(f, 1)); // fails as well!
-
-The BLL cannot deduce the return types of the above bind calls, as F does not define the typedef result_type.
-One would expect ret to fix this, but for the nullary lambda functor that results from a bind expression (last line above) this does not work.
-The return type deduction templates are instantiated, even though it would not be necessary and the result is a compilation error.
-The solution to this is not to use the ret function, but rather define the return type as an explicitly specified template parameter in the bind call: -
-bind<int>(f, 1); // ok -- -The lambda functors created with -ret<T>(bind(arg-list)) and -bind<T>(arg-list) have the exact same functionality — -apart from the fact that for some nullary lambda functors the former does not work while the latter does. -
-The unary functions constant, -constant_ref and var turn their argument into a lambda functor, that implements an identity mapping. -The former two are for constants, the latter for variables. -The use of these delayed constants and variables is sometimes necessary due to the lack of explicit syntax for lambda expressions. -For example: -
-for_each(a.begin(), a.end(), cout << _1 << ' '); -for_each(a.begin(), a.end(), cout << ' ' << _1); --The first line outputs the elements of a separated by spaces, while the second line outputs a space followed by the elements of a without any separators. -The reason for this is that neither of the operands of -cout << ' ' is a lambda expression, hence cout << ' ' is evaluated immediately. - -To delay the evaluation of cout << ' ', one of the operands must be explicitly marked as a lambda expression. -This is accomplished with the constant function: -
-for_each(a.begin(), a.end(), cout << constant(' ') << _1);
-
-
-The call constant(' ') creates a nullary lambda functor which stores the character constant ' '
-and returns a reference to it when invoked.
-The function constant_ref is similar, except that it
-stores a constant reference to its argument.
-
-The constant and consant_ref are only
-needed when the operator call has side effects, like in the above example.
--Sometimes we need to delay the evaluation of a variable. -Suppose we wanted to output the elements of a container in a numbered list: - -
-int index = 0; -for_each(a.begin(), a.end(), cout << ++index << ':' << _1 << '\n'); -for_each(a.begin(), a.end(), cout << ++var(index) << ':' << _1 << '\n'); -- -The first for_each invocation does not do what we want; index is incremented only once, and its value is written into the output stream only once. -By using var to make index a lambda expression, we get the desired effect. - -
-In sum, var(x) creates a nullary lambda functor, -which stores a reference to the variable x. -When the lambda functor is invoked, a reference to x is returned. -
-It is possible to predefine and name a delayed variable or constant outside a lambda expression. -The templates var_type, constant_type -and constant_ref_type serve for this purpose. -They are used as: -
-var_type<T>::type delayed_i(var(i)); -constant_type<T>::type delayed_c(constant(c)); --The first line defines the variable delayed_i which is a delayed version of the variable i of type T. -Analogously, the second line defines the constant delayed_c as a delayed version of the constant c. -For example: - -
-int i = 0; int j; -for_each(a.begin(), a.end(), (var(j) = _1, _1 = var(i), var(i) = var(j))); --is equivalent to: -
-int i = 0; int j; -var_type<int>::type vi(var(i)), vj(var(j)); -for_each(a.begin(), a.end(), (vj = _1, _1 = vi, vi = vj)); --
-Here is an example of naming a delayed constant: -
-constant_type<char>::type space(constant(' '));
-for_each(a.begin(),a.end(), cout << space << _1);
-
--As described in Section 5.2.2, assignment and subscripting operators are always defined as member functions. -This means, that for expressions of the form -x = y or x[y] to be interpreted as lambda expressions, the left-hand operand x must be a lambda expression. -Consequently, it is sometimes necessary to use var for this purpose. -We repeat the example from Section 5.2.2: - -
-int i; -i = _1; // error -var(i) = _1; // ok --
- -Note that the compound assignment operators +=, -= etc. can be defined as non-member functions, and thus they are interpreted as lambda expressions even if only the right-hand operand is a lambda expression. -Nevertheless, it is perfectly ok to delay the left operand explicitly. -For example, i += _1 is equivalent to var(i) += _1. -
-BLL defines several functions to create lambda functors that represent control structures. -They all take lambda functors as parameters and return void. -To start with an example, the following code outputs all even elements of some container a: - -
-for_each(a.begin(), a.end(), - if_then(_1 % 2 == 0, cout << _1)); --
-The BLL supports the following function templates for control structures: - -
-if_then(condition, then_part) -if_then_else(condition, then_part, else_part) -if_then_else_return(condition, then_part, else_part) -while_loop(condition, body) -while_loop(condition) // no body case -do_while_loop(condition, body) -do_while_loop(condition) // no body case -for_loop(init, condition, increment, body) -for_loop(init, condition, increment) // no body case -switch_statement(...) -- -The return types of all control construct lambda functor is -void, except for if_then_else_return, -which wraps a call to the conditional operator -
-condition ? then_part : else_part --The return type rules for this operator are somewhat complex. -Basically, if the branches have the same type, this type is the return type. -If the type of the branches differ, one branch, say of type -A, must be convertible to the other branch, -say of type B. -In this situation, the result type is B. -Further, if the common type is an lvalue, the return type will be an lvalue -too. -
-Delayed variables tend to be commonplace in control structure lambda expressions. -For instance, here we use the var function to turn the arguments of for_loop into lambda expressions. -The effect of the code is to add 1 to each element of a two-dimensional array: - -
-int a[5][10]; int i; -for_each(a, a+5, - for_loop(var(i)=0, var(i)<10, ++var(i), - _1[var(i)] += 1)); -- - -
-The BLL supports an alternative syntax for control expressions, suggested -by Joel de Guzmann. -By overloading the operator[] we can -get a closer resemblance with the built-in control structures: - -
-if_(condition)[then_part] -if_(condition)[then_part].else_[else_part] -while_(condition)[body] -do_[body].while_(condition) -for_(init, condition, increment)[body] -- -For example, using this syntax the if_then example above -can be written as: -
-for_each(a.begin(), a.end(), - if_(_1 % 2 == 0)[ cout << _1 ]) -- -As more experience is gained, we may end up deprecating one or the other -of these syntaces. - -
-The lambda expressions for switch control structures are more complex since the number of cases may vary. -The general form of a switch lambda expression is: - -
-switch_statement(condition, - case_statement<label>(lambda expression), - case_statement<label>(lambda expression), - ... - default_statement(lambda expression) -) -- -The condition argument must be a lambda expression that creates a lambda functor with an integral return type. -The different cases are created with the case_statement functions, and the optional default case with the default_statement function. -The case labels are given as explicitly specified template arguments to case_statement functions and -break statements are implicitly part of each case. -For example, case_statement<1>(a), where a is some lambda functor, generates the code: - -
-case 1: - evaluate lambda functor a; - break; --The switch_statement function is specialized for up to 9 case statements. - -
-As a concrete example, the following code iterates over some container v and ouptuts “zero” for each 0, “one” for each 1, and “other: n” for any other value n. -Note that another lambda expression is sequenced after the switch_statement to output a line break after each element: - -
-std::for_each(v.begin(), v.end(),
- (
- switch_statement(
- _1,
- case_statement<0>(std::cout << constant("zero")),
- case_statement<1>(std::cout << constant("one")),
- default_statement(cout << constant("other: ") << _1)
- ),
- cout << constant("\n")
- )
-);
-
--The BLL provides lambda functors that throw and catch exceptions. -Lambda functors for throwing exceptions are created with the unary function throw_exception. -The argument to this function is the exception to be thrown, or a lambda functor which creates the exception to be thrown. -A lambda functor for rethrowing exceptions is created with the nullary rethrow function. -
-Lambda expressions for handling exceptions are somewhat more complex. -The general form of a lambda expression for try catch blocks is as follows: - -
-try_catch( - lambda expression, - catch_exception<type>(lambda expression), - catch_exception<type>(lambda expression), - ... - catch_all(lambda expression) -) -- -The first lambda expression is the try block. -Each catch_exception defines a catch block where the -explicitly specified template argument defines the type of the exception -to catch. - -The lambda expression within the catch_exception defines -the actions to take if the exception is caught. - -Note that the resulting exception handlers catch the exceptions as -references, i.e., catch_exception<T>(...) -results in the catch block: - -
-catch(T& e) { ... }
-
-
-The last catch block can alternatively be a call to
-catch_exception<type>
-or to
-catch_all, which is the lambda expression equivalent to
-catch(...).
-
-- -The Example 1 demonstrates the use of the BLL -exception handling tools. -The first handler catches exceptions of type foo_exception. -Note the use of _1 placeholder in the body of the handler. -
-The second handler shows how to throw exceptions, and demonstrates the -use of the exception placeholder _e. - -It is a special placeholder, which refers to the caught exception object -within the handler body. - -Here we are handling an exception of type std::exception, -which carries a string explaining the cause of the exception. - -This explanation can be queried with the zero-argument member -function what. - -The expression -bind(&std::exception::what, _e) creates the lambda -function for making that call. - -Note that _e cannot be used outside of an exception handler lambda expression. - - -The last line of the second handler constructs a new exception object and -throws that with throw exception. - -Constructing and destructing objects within lambda expressions is -explained in Section 5.8 -
-Finally, the third handler (catch_all) demonstrates -rethrowing exceptions. -
Example 1. Throwing and handling exceptions in lambda expressions.
-for_each(
- a.begin(), a.end(),
- try_catch(
- bind(foo, _1), // foo may throw
- catch_exception<foo_exception>(
- cout << constant("Caught foo_exception: ")
- << "foo was called with argument = " << _1
- ),
- catch_exception<std::exception>(
- cout << constant("Caught std::exception: ")
- << bind(&std::exception::what, _e),
- throw_exception(bind(constructor<bar_exception>(), _1)))
- ),
- catch_all(
- (cout << constant("Unknown"), rethrow())
- )
- )
-);
--Operators new and delete can be -overloaded, but their return types are fixed. - -Particularly, the return types cannot be lambda functors, -which prevents them to be overloaded for lambda expressions. - -It is not possible to take the address of a constructor, -hence constructors cannot be used as target functions in bind expressions. - -The same is true for destructors. - -As a way around these constraints, BLL defines wrapper classes for -new and delete calls, -as well as for constructors and destructors. - -Instances of these classes are function objects, that can be used as -target functions of bind expressions. - -For example: - -
-int* a[10]; -for_each(a, a+10, _1 = bind(new_ptr<int>())); -for_each(a, a+10, bind(delete_ptr(), _1)); -- -The new_ptr<int>() expression creates -a function object that calls new int() when invoked, -and wrapping that inside bind makes it a lambda functor. - -In the same way, the expression delete_ptr() creates -a function object that invokes delete on its argument. - -Note that new_ptr<T>() -can take arguments as well. - -They are passed directly to the constructor invocation and thus allow -calls to constructors which take arguments. - -
- -As an example of constructor calls in lambda expressions, -the following code reads integers from two containers x -and y, -constructs pairs out of them and inserts them into a third container: - -
-vector<pair<int, int> > v; -transform(x.begin(), x.end(), y.begin(), back_inserter(v), - bind(constructor<pair<int, int> >(), _1, _2)); -- -Table 1 lists all the function -objects related to creating and destroying objects, - showing the expression to create and call the function object, -and the effect of evaluating that expression. - -
Table 1. Construction and destruction related function objects.
| Function object call | Wrapped expression |
|---|---|
| constructor<T>()(arg_list) | T(arg_list) |
| destructor()(a) | a.~A(), where a is of type A |
| destructor()(pa) | pa->~A(), where pa is of type A* |
| new_ptr<T>()(arg_list) | new T(arg_list) |
| new_array<T>()(sz) | new T[sz] |
| delete_ptr()(p) | delete p |
| delete_array()(p) | delete p[] |
-When a lambda functor is called, the default behavior is to substitute -the actual arguments for the placeholders within all subexpressions. - -This section describes the tools to prevent the substitution and -evaluation of a subexpression, and explains when these tools should be used. -
-The arguments to a bind expression can be arbitrary lambda expressions, -e.g., other bind expressions. - -For example: - -
-int foo(int); int bar(int); -... -int i; -bind(foo, bind(bar, _1)(i); -- -The last line makes the call foo(bar(i)); - -Note that the first argument in a bind expression, the target function, -is no exception, and can thus be a bind expression too. - -The innermost lambda functor just has to return something that can be used -as a target function: another lambda functor, function pointer, -pointer to member function etc. - -For example, in the following code the innermost lambda functor makes -a selection between two functions, and returns a pointer to one of them: - -
-int add(int a, int b) { return a+b; }
-int mul(int a, int b) { return a*b; }
-
-int(*)(int, int) add_or_mul(bool x) {
- return x ? add : mul;
-}
-
-bool condition; int i; int j;
-...
-bind(bind(&add_or_mul, _1), _2, _3)(condition, i, j);
-
-
-A nested bind expression may occur inadvertently, -if the target function is a variable with a type that depends on a -template parameter. - -Typically the target function could be a formal parameter of a -function template. - -In such a case, the programmer may not know whether the target function is a lambda functor or not. -
Consider the following function template: - -
-template<class F>
-int nested(const F& f) {
- int x;
- ...
- bind(f, _1)(x);
- ...
-}
-
-
-Somewhere inside the function the formal parameter
-f is used as a target function in a bind expression.
-
-In order for this bind call to be valid,
-f must be a unary function.
-
-Suppose the following two calls to nested are made:
-
--int foo(int); -int bar(int, int); -nested(&foo); -nested(bind(bar, 1, _1)); -- -Both are unary functions, or function objects, with appropriate argument -and return types, but the latter will not compile. - -In the latter call, the bind expression inside nested -will become: - -
-bind(bind(bar, 1, _1), _1) -- -When this is invoked with x, -after substituitions we end up trying to call - -
-bar(1, x)(x) -- -which is an error. - -The call to bar returns int, -not a unary function or function object. -
-In the example above, the intent of the bind expression in the -nested function is to treat f -as an ordinary function object, instead of a lambda functor. - -The BLL provides the function template unlambda to -express this: a lambda functor wrapped inside unlambda -is not a lambda functor anymore, and does not take part into the -argument substitution process. - -Note that for all other argument types unlambda is -an identity operation, except for making non-const objects const. -
-Using unlambda, the nested -function is written as: - -
-template<class F>
-int nested(const F& f) {
- int x;
- ...
- bind(unlambda(f), _1)(x);
- ...
-}
-
-
--The protect function is related to unlambda. - -It is also used to prevent the argument substitution taking place, -but whereas unlambda turns a lambda functor into -an ordinary function object for good, protect does -this temporarily, for just one evaluation round. - -For example: - -
-int x = 1, y = 10; -(_1 + protect(_1 + 2))(x)(y); -- -The first call substitutes x for the leftmost -_1, and results in another lambda functor -x + (_1 + 2), which after the call with -y becomes x + (y + 2), -and thus finally 13. -
-Primary motivation for including protect into the library, -was to allow nested STL algorithm invocations -(Section 5.11). -
-Actual arguments to the lambda functors cannot be non-const rvalues. -This is due to a deliberate design decision: either we have this restriction, -or there can be no side-effects to the actual arguments. - -There are ways around this limitation. - -We repeat the example from section -Section 4.3 and list the -different solutions: - -
-int i = 1; int j = 2; -(_1 + _2)(i, j); // ok -(_1 + _2)(1, 2); // error (!) -- -
-If the rvalue is of a class type, the return type of the function that -creates the rvalue should be defined as const. -Due to an unfortunate language restriction this does not work for -built-in types, as built-in rvalues cannot be const qualified. -
-If the lambda function call is accessible, the make_const -function can be used to constify the rvalue. E.g.: - -
-(_1 + _2)(make_const(1), make_const(2)); // ok -- -Commonly the lambda function call site is inside a standard algorithm -function template, preventing this solution to be used. - -
-If neither of the above is possible, the lambda expression can be wrapped -in a const_parameters function. -It creates another type of lambda functor, which takes its arguments as -const references. For example: - -
-const_parameters(_1 + _2)(1, 2); // ok -- -Note that const_parameters makes all arguments const. -Hence, in the case were one of the arguments is a non-const rvalue, -and another argument needs to be passed as a non-const reference, -this approach cannot be used. -
If none of the above is possible, there is still one solution, -which unfortunately can break const correctness. - -The solution is yet another lambda functor wrapper, which we have named -break_const to alert the user of the potential dangers -of this function. - -The break_const function creates a lambda functor that -takes its arguments as const, and casts away constness prior to the call -to the original wrapped lambda functor. - -For example: -
-int i; -... -(_1 += _2)(i, 2); // error, 2 is a non-const rvalue -const_parameters(_1 += _2)(i, 2); // error, i becomes const -break_const(_1 += _2)(i, 2); // ok, but dangerous -- -Note, that the results of break_const or -const_parameters are not lambda functors, -so they cannot be used as subexpressions of lambda expressions. For instance: - -
-break_const(_1 + _2) + _3; // fails. -const_parameters(_1 + _2) + _3; // fails. -- -However, this kind of code should never be necessary, -since calls to sub lambda functors are made inside the BLL, -and are not affected by the non-const rvalue problem. -
-The BLL defines its counterparts for the four cast expressions -static_cast, dynamic_cast, -const_cast and reinterpret_cast. - -The BLL versions of the cast expressions have the prefix -ll_. - -The type to cast to is given as an explicitly specified template argument, -and the sole argument is the expression from which to perform the cast. - -If the argument is a lambda functor, the lambda functor is evaluated first. - -For example, the following code uses ll_dynamic_cast -to count the number of derived instances in the container -a: - -
-class base {};
-class derived : public base {};
-
-vector<base*> a;
-...
-int count = 0;
-for_each(a.begin(), a.end(),
- if_then(ll_dynamic_cast<derived*>(_1), ++var(count)));
-
--The BLL counterparts for these expressions are named -ll_sizeof and ll_typeid. - -Both take one argument, which can be a lambda expression. -The lambda functor created wraps the sizeof or -typeid call, and when the lambda functor is called -the wrapped operation is performed. - -For example: - -
-vector<base*> a; -... -for_each(a.begin(), a.end(), - cout << bind(&type_info::name, ll_typeid(*_1))); -- -Here ll_typeid creates a lambda functor for -calling typeid for each element. - -The result of a typeid call is an instance of -the type_info class, and the bind expression creates -a lambda functor for calling the name member -function of that class. - -
-The BLL defines common STL algorithms as function object classes, -instances of which can be used as target functions in bind expressions. -For example, the following code iterates over the elements of a -two-dimensional array, and computes their sum. - -
-int a[100][200]; -int sum = 0; - -std::for_each(a, a + 100, - bind(ll::for_each(), _1, _1 + 200, protect(sum += _1))); -- -The BLL versions of the STL algorithms are classes, which define the function call operator (or several overloaded ones) to call the corresponding function templates in the std namespace. -All these structs are placed in the subnamespace boost::lambda:ll. - -
-Note that there is no easy way to express an overloaded member function -call in a lambda expression. - -This limits the usefulness of nested STL algorithms, as for instance -the begin function has more than one overloaded -definitions in container templates. - -In general, something analogous to the pseudo-code below cannot be written: - -
-std::for_each(a.begin(), a.end(), - bind(ll::for_each(), _1.begin(), _1.end(), protect(sum += _1))); -- -Some aid for common special cases can be provided though. - -The BLL defines two helper function object classes, -call_begin and call_end, -which wrap a call to the begin and, respectively, -end functions of a container, and return the -const_iterator type of the container. - -With these helper templates, the above code becomes: -
-std::for_each(a.begin(), a.end(), - bind(ll::for_each(), - bind(call_begin(), _1), bind(call_end(), _1), - protect(sum += _1))); -- -
- - -In this section, we explain how to extend the return type deduction system -to cover user defined operators. - -In many cases this is not necessary, -as the BLL defines default return types for operators. - -For example, the default return type for all comparison operators is -bool, and as long as the user defined comparison operators -have a bool return type, there is no need to write new specializations -for the return type deduction classes. - -Sometimes this cannot be avoided, though. - -
-The overloadable user defined operators are either unary or binary. - -For each arity, there are two traits templates that define the -return types of the different operators. - -Hence, the return type system can be extended by providing more -specializations for these templates. - -The templates for unary functors are - - -plain_return_type_1<Action, A> - - -and - - -return_type_1<Action, A> -, and - - -plain_return_type_2<Action, A, B> - - -and - - -return_type_2<Action, A, B> - - -respectively for binary functors. - -
-The first parameter (Action) to all these templates -is the action class, which specifies the operator. - -Operators with similar return type rules are grouped together into -action groups, -and only the action class and action group together define the operator -unambiguously. - -As an example, the action type -arithmetic_action<plus_action> stands for -operator+. - -The complete listing of different action types is shown in -Table 2. -
-The latter parameters, A in the unary case, -or A and B in the binary case, -stand for the argument types of the operator call. - -The two sets of templates, -plain_return_type_n and -return_type_n -(n is 1 or 2) differ in the way how parameter types -are presented to them. - -For the former templates, the parameter types are always provided as -non-reference types, and do not have const or volatile qualifiers. - -This makes specializing easy, as commonly one specialization for each -user defined operator, or operator group, is enough. - -On the other hand, if a particular operator is overloaded for different -cv-qualifications of the same argument types, -and the return types of these overloaded versions differ, a more fine-grained control is needed. - -Hence, for the latter templates, the parameter types preserve the -cv-qualifiers, and are non-reference types as well. - -The downside is, that for an overloaded set of operators of the -kind described above, one may end up needing up to -16 return_type_2 specializations. -
-Suppose the user has overloaded the following operators for some user defined -types X, Y and Z: - -
-Z operator+(const X&, const Y&); -Z operator-(const X&, const Y&); -- -Now, one can add a specialization stating, that if the left hand argument -is of type X, and the right hand one of type -Y, the return type of all such binary arithmetic -operators is Z: - -
-namespace boost {
-namespace lambda {
-
-template<class Act>
-struct plain_return_type_2<arithmetic_action<Act>, X, Y> {
- typedef Z type;
-};
-
-}
-}
-
-
-Having this specialization defined, BLL is capable of correctly
-deducing the return type of the above two operators.
-
-Note, that the specializations must be in the same namespace,
-::boost::lambda, with the primary template.
-
-For brevity, we do not show the namespace definitions in the examples below.
--It is possible to specialize on the level of an individual operator as well, -in addition to providing a specialization for a group of operators. -Say, we add a new arithmetic operator for argument types X -and Y: - -
-X operator*(const X&, const Y&); -- -Our first rule for all arithmetic operators specifies that the return -type of this operator is Z, -which obviously is not the case. -Hence, we provide a new rule for the multiplication operator: - -
-template<>
-struct plain_return_type_2<arithmetic_action<multiply_action>, X, Y> {
- typedef X type;
-};
-
--The specializations can define arbitrary mappings from the argument types -to the return type. - -Suppose we have some mathematical vector type, templated on the element type: - -
-template <class T> class my_vector; -- -Suppose the addition operator is defined between any two -my_vector instantiations, -as long as the addition operator is defined between their element types. - -Furthermore, the element type of the resulting my_vector -is the same as the result type of the addition between the element types. - -E.g., adding my_vector<int> and -my_vector<double> results in -my_vector<double>. - -The BLL has traits classes to perform the implicit built-in and standard -type conversions between integral, floating point, and complex classes. - -Using BLL tools, the addition operator described above can be defined as: - -
-template<class A, class B>
-my_vector<typename return_type_2<arithmetic_action<plus_action>, A, B>::type>
-operator+(const my_vector<A>& a, const my_vector<B>& b)
-{
- typedef typename
- return_type_2<arithmetic_action<plus_action>, A, B>::type res_type;
- return my_vector<res_type>();
-}
-
--To allow BLL to deduce the type of my_vector -additions correctly, we can define: - -
-template<class A, class B>
-class plain_return_type_2<arithmetic_action<plus_action>,
- my_vector<A>, my_vector<B> > {
- typedef typename
- return_type_2<arithmetic_action<plus_action>, A, B>::type res_type;
-public:
- typedef my_vector<res_type> type;
-};
-
-Note, that we are reusing the existing specializations for the
-BLL return_type_2 template,
-which require that the argument types are references.
-| + | arithmetic_action<plus_action> |
| - | arithmetic_action<minus_action> |
| * | arithmetic_action<multiply_action> |
| / | arithmetic_action<divide_action> |
| % | arithmetic_action<remainder_action> |
| + | unary_arithmetic_action<plus_action> |
| - | unary_arithmetic_action<minus_action> |
| & | bitwise_action<and_action> |
| | | bitwise_action<or_action> |
| ~ | bitwise_action<not_action> |
| ^ | bitwise_action<xor_action> |
| << | bitwise_action<leftshift_action_no_stream> |
| >> | bitwise_action<rightshift_action_no_stream> |
| && | logical_action<and_action> |
| || | logical_action<or_action> |
| ! | logical_action<not_action> |
| < | relational_action<less_action> |
| > | relational_action<greater_action> |
| <= | relational_action<lessorequal_action> |
| >= | relational_action<greaterorequal_action> |
| == | relational_action<equal_action> |
| != | relational_action<notequal_action> |
| += | arithmetic_assignment_action<plus_action> |
| -= | arithmetic_assignment_action<minus_action> |
| *= | arithmetic_assignment_action<multiply_action> |
| /= | arithmetic_assignment_action<divide_action> |
| %= | arithmetic_assignment_action<remainder_action> |
| &= | bitwise_assignment_action<and_action> |
| =| | bitwise_assignment_action<or_action> |
| ^= | bitwise_assignment_action<xor_action> |
| <<= | bitwise_assignment_action<leftshift_action> |
| >>= | bitwise_assignment_action<rightshift_action> |
| ++ | pre_increment_decrement_action<increment_action> |
| -- | pre_increment_decrement_action<decrement_action> |
| ++ | post_increment_decrement_action<increment_action> |
| -- | post_increment_decrement_action<decrement_action> |
| & | other_action<address_of_action> |
| * | other_action<contents_of_action> |
| , | other_action<comma_action> |
In theory, all overhead of using STL algorithms and lambda functors -compared to hand written loops can be optimized away, just as the overhead -from standard STL function objects and binders can. - -Depending on the compiler, this can also be true in practice. -We ran two tests with the GCC 3.0.4 compiler on 1.5 GHz Intel Pentium 4. -The optimization flag -03 was used. -
-In the first test we compared lambda functors against explicitly written -function objects. -We used both of these styles to define unary functions which multiply the -argument repeatedly by itself. -We started with the identity function, going up to -x5. -The expressions were called inside a std::transform loop, -reading the argument from one std::vector<int> -and placing the result into another. -The length of the vectors was 100 elements. -The running times are listed in -Table 3. - -We can observe that there is no significant difference between the -two approaches. -
-In the second test we again used std::transform to -perform an operation to each element in a 100-element long vector. -This time the element type of the vectors was double -and we started with very simple arithmetic expressions and moved to -more complex ones. -The running times are listed in Table 4. - -Here, we also included classic STL style unnamed functions into tests. -We do not show these expressions, as they get rather complex. -For example, the -last expression in Table 4 written with -classic STL tools contains 7 calls to compose2, -8 calls to bind1st -and altogether 14 constructor invocations for creating -multiplies, minus -and plus objects. - -In this test the BLL expressions are a little slower (roughly 10% on average, -less than 14% in all cases) -than the corresponding hand-written function objects. -The performance hit is a bit greater with classic STL expressions, -up to 27% for the simplest expressios. -
-The tests suggest that the BLL does not introduce a loss of performance -compared to STL function objects. -With a reasonable optimizing compiler, one should expect the performance characteristics be comparable to using classic STL. -Moreover, with simple expressions the performance can be expected to be close -to that of explicitly written function objects. - - - -Note however, that evaluating a lambda functor consist of a sequence of calls to small functions that are declared inline. -If the compiler fails to actually expand these functions inline, -the performance can suffer. -The running time can more than double if this happens. -Although the above tests do not include such an expression, we have experienced -this for some seemingly simple expressions. - - -
Table 3. Test 1. CPU time of expressions with integer multiplication written as a lambda expression and as a traditional hand-coded function object class. -The running times are expressed in arbitrary units.
| expression | lambda expression | hand-coded function object |
|---|---|---|
| x | 240 | 230 |
| x*x | 340 | 350 |
| x*x*x | 770 | 760 |
| x*x*x*x | 1180 | 1210 |
| x*x*x*x*x | 1950 | 1910 |
-
Table 4. Test 2. CPU time of arithmetic expressions written as lambda -expressions, as classic STL unnamed functions (using compose2, bind1st etc.) and as traditional hand-coded function object classes. -Using BLL terminology, -a and b are bound arguments in the expressions, and x is open. -All variables were of types double. -The running times are expressed in arbitrary units.
| expression | lambda expression | classic STL expression | hand-coded function object |
|---|---|---|---|
| ax | 330 | 370 | 290 |
| -ax | 350 | 370 | 310 |
| ax-(a+x) | 470 | 500 | 420 |
| (ax-(a+x))(a+x) | 620 | 670 | 600 |
| ((ax) - (a+x))(bx - (b+x))(ax - (b+x))(bx - (a+x)) | 1660 | 1660 | 1460 |
Some additional performance testing with an earlier version of the -library is described -[Jär00]. -
The BLL uses templates rather heavily, performing numerous recursive instantiations of the same templates. -This has (at least) three implications: -
-While it is possible to write incredibly complex lambda expressions, it probably isn't a good idea. -Compiling such expressions may end up requiring a lot of memory -at compile time, and being slow to compile. -
-The types of lambda functors that result from even the simplest lambda expressions are cryptic. -Usually the programmer doesn't need to deal with the lambda functor types at all, but in the case of an error in a lambda expression, the compiler usually outputs the types of the lambda functors involved. -This can make the error messages very long and difficult to interpret, particularly if the compiler outputs the whole chain of template instantiations. -
-The C++ Standard suggests a template nesting level of 17 to help detect infinite recursion. -Complex lambda templates can easily exceed this limit. -Most compilers allow a greater number of nested templates, but commonly require the limit explicitly increased with a command line argument. -
-The BLL works with the following compilers, that is, the compilers are capable of compiling the test cases that are included with the BLL: - -
The following list describes the test files included and the features that each file covers: - -
-bind_tests_simple.cpp : Bind expressions of different arities and types of target functions: function pointers, function objects and member functions. -Function composition with bind expressions.
bind_tests_simple_function_references.cpp : -Repeats all tests from bind_tests_simple.cpp where the target function is a function pointer, but uses function references instead. -
bind_tests_advanced.cpp : Contains tests for nested bind expressions, unlambda, protect, const_parameters and break_const. -Tests passing lambda functors as actual arguments to other lambda functors, currying, and using the sig template to specify the return type of a function object. -
-operator_tests_simple.cpp : -Tests using all operators that are overloaded for lambda expressions, that is, unary and binary arithmetic, -bitwise, -comparison, -logical, -increment and decrement, -compound, -assignment, -subscrict, -address of, -dereference, and comma operators. -The streaming nature of shift operators is tested, as well as pointer arithmetic with plus and minus operators. -
member_pointer_test.cpp : The pointer to member operator is complex enough to warrant a separate test file. -
-control_structures.cpp : -Tests for the looping and if constructs. -
-switch_construct.cpp : -Includes tests for all supported arities of the switch statement, both with and without the default case. -
-exception_test.cpp : -Includes tests for throwing exceptions and for try/catch constructs with varying number of catch blocks. -
-constructor_tests.cpp : -Contains tests for constructor, destructor, new_ptr, delete_ptr, new_array and delete_array. -
-cast_test.cpp : Tests for the four cast expressions, as well as typeid and sizeof. -
-extending_return_type_traits.cpp : Tests extending the return type deduction system for user defined types. -Contains several user defined operators and the corresponding specializations for the return type deduction templates. -
-is_instance_of_test.cpp : Includes tests for an internally used traits template, which can detect whether a given type is an instance of a certain template or not. -
-bll_and_function.cpp : -Contains tests for using boost::function together with lambda functors. -
Sometimes it is convenient to store lambda functors in variables. -However, the types of even the simplest lambda functors are long and unwieldy, and it is in general unfeasible to declare variables with lambda functor types. -The Boost Function library [function] defines wrappers for arbitrary function objects, for example -lambda functors; and these wrappers have types that are easy to type out. - -For example: - -
-boost::function<int(int, int)> f = _1 + _2; -boost::function<int&(int&)> g = (_1 += 10); -int i = 1, j = 2; -f(i, j); // returns 3 -g(i); // sets i to = 11; -- -The return and parameter types of the wrapped function object must be written explicilty as the template argument to the wrapper template boost::function; even when lambda functors, which otherwise have generic parameters, are wrapped. -Wrapping a function object with boost::function introduces a performance cost comparable to virtual function dispatch, though virtual functions are not actually used. - -Note that storing lambda functors inside boost::function -introduces a danger. -Certain types of lambda functors may store references to the bound -arguments, instead as taking copies of the arguments of the lambda expression. -When temporary lambda functor objects are used -in STL algorithm invocations this is always safe, as the lambda functor gets -destructed immediately after the STL algortihm invocation is completed. - -However, a lambda functor wrapped inside boost::function -may continue to exist longer, creating the possibility of dangling references. -For example: - -
-int* sum = new int(); -*sum = 0; -boost::function<int&(int)> counter = *sum += _1; -counter(5); // ok, *sum = 5; -delete sum; -counter(3); // error, *sum does not exist anymore -- -
-The Boost Bind [bind] library has partially overlapping functionality with the BLL. -Basically, the Boost Bind library (BB in the sequel) implements the bind expression part of BLL. -There are, however, some semantical differerences. -
-The BLL and BB evolved separately, and have different implementations. -This means that the bind expressions from the BB cannot be used within -bind expressions, or within other type of lambda expressions, of the BLL. -The same holds for using BLL bind expressions in the BB. -The libraries can coexist, however, as -the names of the BB library are in boost namespace, -whereas the BLL names are in boost::lambda namespace. -
-The BLL requires a compiler that is reasonably conformant to the -C++ standard, whereas the BB library is more portable, and works with -a larger set of compilers. -
-The following two sections describe what are the semantic differences -between the bind expressions in BB and BLL. -
-template<class F>
-int foo(const F& f) {
- int x;
- ..
- bind(f, _1)(x);
- ...
-}
--int bar(int, int); -nested(bind(bar, 1, _1)); -- -The bind expression inside foo becomes: -
-bind(bind(bar, 1, _1), _1)(x) -- -The BLL interpretes this as: -
-bar(1, x)(x) --whereas the BB library as -
-bar(1, x) -- -To get this functionality in BLL, the bind expression inside the foo function can be written as: -
-bind(unlambda(f), _1)(x); --as explained in Section 5.9.1.1. - -
-The BB library supports up to nine placeholders, while the BLL -defines only three placeholders. -The rationale for not providing more, is that the highest arity of the -function objects accepted by any STL algorithm is two. -The placeholder count is easy to increase in the BB library. -In BLL it is possible, but more laborous. -The BLL currently passes the actual arguments to the lambda functors -internally just as they are and does not wrap them inside a tuple object. -The reason for this is that some widely used compilers are not capable -of optimizing the intermediate tuple objects away. -The creation of the intermediate tuples would cause a significant -performance hit, particularly for the simplest (and thus the most common) -lambda functors. -We are working on a hybrid approach, which will allow more placeholders -but not compromise the performance of simple lambda functors. -
-The highest placeholder index in a lambda expression determines the arity of the resulting function object. -However, this is just the minimal arity, as the function object can take arbitrarily many arguments; those not needed are discarded. -Consider the two bind expressions and their invocations below: - -
-bind(g, _3, _3, _3)(x, y, z); -bind(g, _1, _1, _1)(x, y, z); -- -This first line discards arguments x and -y, and makes the call: -
-g(z, z, z) --whereas the second line discards arguments y and -z, and calls: -
-g(x, x, x) --In earlier versions of the library, the latter line resulted in a compile -time error. - -This is basically a tradeoff between safety and flexibility, and the issue -was extensively discussed during the Boost review period of the library. -The main points for the strict arity checking -was that it might -catch a programming error at an earlier time and that a lambda expression that -explicitly discards its arguments is easy to write: -
-(_3, bind(g, _1, _1, _1))(x, y, z); --This lambda expression takes three arguments. -The left-hand argument of the comma operator does nothing, and as comma -returns the result of evaluating the right-hand argument we end up with -the call -g(x, x, x) -even with the strict arity. -
-The main points against the strict arity checking were that the need to -discard arguments is commonplace, and should therefore be straightforward, -and that strict arity checking does not really buy that much more safety, -particularly as it is not symmetric. -For example, if the programmer wanted to write the expression -_1 + _2 but mistakenly wrote _1 + 2, -with strict arity checking, the complier would spot the error. -However, if the erroneous expression was 1 + _2 instead, -the error would go unnoticed. -Furthermore, weak arity checking simplifies the implementation a bit. -Following the recommendation of the Boost review, strict arity checking -was dropped. -
[STL94] The Standard Template Library. Hewlett-Packard Laboratories. 1994. -www.hpl.hp.com/techreports -.
[SGI02] The SGI Standard Template Library. 2002. www.sgi.com/tech/stl/.
[Jär99] - -C++ Function Object Binders Made Easy. -. Lecture Notes in Computer Science. Springer. 2000.
[Jär00] The Lambda Library : Lambda Abstraction in C++. Turku Centre for Computer Science. Technical Report . 378. 2000. www.tucs.fi/publications.
[Jär01] The Lambda Library : Lambda Abstraction in C++. Second Workshop on C++ Template Programming. Tampa Bay, OOPSLA'01. . 2001. www.oonumerics.org/tmpw01/.
[Jär03] - - - - - - -The Lambda Library : unnamed functions in C++. - -. Software - Practice and Expreience. 2003.
[tuple] The Boost Tuple Library. www.boost.org/libs/tuple/doc/tuple_users_guide.html -. 2002.
[type_traits] The Boost type_traits. www.boost.org/libs/type_traits/ -. 2002.
[ref] Boost ref. www.boost.org/libs/bind/ref.html -. 2002.
[bind] Boost Bind Library. www.boost.org/libs/bind/bind.html -. 2002.
[function] Boost Function Library. www.boost.org/libs/function/ -. 2002.
[fc++] The FC++ library: Functional Programming in C++. www.cc.gatech.edu/~yannis/fc++/ -. 2002.
[1] -Strictly taken, the C++ standard defines for_each as a non-modifying sequence operation, and the function object passed to for_each should not modify its argument. -The requirements for the arguments of for_each are unnecessary strict, since as long as the iterators are mutable, for_each accepts a function object that can have side-effects on their argument. -Nevertheless, it is straightforward to provide another function template with the functionality ofstd::for_each but more fine-grained requirements for its arguments. -