C++ : Polymorphic inheritance without vtable

In this article, we will see how to use CRTP, std::variant and std::visit to increase our code performances.

Table of content

Introduction
What's wrong with vTables ?
A way out ?
1. CRTP
2. std::variant + std::visit
Benchmark
Pros & cons

Motivation :

Inheritance and vTable were used for many years to create interface in C++ polymorphic class
What if ... there were another way to do this ?
easier, cleaner, faster and more reliable

Introduction

Inheritance is a mechanism that allows developers to create a hierarchy between classes, using "is-a" relationships. The class being inherited from is called the parent class (or base class), and the class inheriting is called the child class (or derived class).

This is useful for many purposes, such like :

Code reusability.
A child class will inherit datas and functions, so there's no need to duplicate code. Thus, the code base is faster to create, and easier to read & maintain.
Make the code more "human friendly"
An "Is-a" relationship is meaningful for anyone who is familiar with OOP. It allows to create a classe hierarchy that best reflects the way we mentally organize informations. A cat is a feline, a feline is an animal, and animal is a life-form, etc.

class life_form{};
class animal : public life_form{};
class feline : public animal{};
class cat    : public feline{};

void func()
{
    cat my_cat;
}

Static polymorphism

Static polymorphism is a polymorphism resolved at compile time.

In the previous code snippet, my_cat is variable of cat type.
my_cat is also a feline, an animal, and a life_form.

void feed(animal & any_animal)
{
    // feed `any_animal`
}

void func()
{
    cat my_cat;

    feed(my_cat);
}

Runtime polymorhpsim & vTable
Ah, here's the big thing.

Runtime polymorphism is a polymorphism resolved at runtime. How ? Using vTables. Virtual tables (vTable) is a lookup table of functions pointers used to resolve function calls in a dynamic (late) binding way. When compiling a class, the compiler (at compile time thus) creates a static array that contains one entry for each virtual function that the class can call.

struct animal
{
    virtual void move_forward() = 0;
};
struct fish : public animal
{
    void move_forward() override
    {
        // swim using fins
    }
};
struct snake : public animal
{
    void move_forward() override
    {
        // use serpentine method
    }
};
struct feline : public animal
{
    void move_forward() override
    {
        // walk using paws
    }
};

void func()
{
    using pointer_type = std::unique_ptr<animal>;

    pointer_type my_animal(new snake());

    my_animal->move_forward(); // use serpentine method
}

What's wrong with vTables ?

As mentionned in the previous section, a virtual function call typically means a call via a function pointer stored in a vTable.

Pros : Allows runtime polymorphism
Cons : Bad performance impact

Why ?

When called, a virtual function require first to read the adress of the function. Thus, while the function instruction are loaded into the memory, the CPU will idle, waiting.

A way out ?

Great ! We now can summarize our list of requierement, and dive into code experiments !

Requierements :

Interface
Polymorphism
Minimal amount of easy-to-read code
Better performances than vtables

Let's use the following use-case :

An actor that can receive, queue, and reacts to messages, and update itself as well.

Actor scenario :

Receives and queues 3 messages, one after another
Updates itself
Handles queued messages

Additionaly, we want actors to be polymorphic, in order to handle a collection or them.
And we want to be able to add or remove them dynamically from the collection.

For example purpose, we will use interger (int) as message type, just like :

using message_type = int;

Using inheritance, our abstract class may looks like this :

struct actor
{
    virtual ~actor() = default;

    virtual void update() = 0;

    void handle_queued_messages() { /* handle queued message one after another */ }
    void receive_message(message_type && msg)
    {   // queue `msg` into `pending_messages`
        pending_messages.emplace(std::forward<message_type>(msg));
    }

private:
    std::queue<message_type> pending_messages;
    virtual void handle_one_message(message_type && msg) = 0;
};

struct A : actor
{
    void update() override { /* impl ... */ }
    void handle_one_message(message_type && msg) override { /* impl ... */ }
};
struct B : actor
{
    void update() override { /* impl ... */ }
    void handle_one_message(message_type && msg) override { /* impl ... */ }
};

using container_type = std::vector<std::unique_ptr<using_inheritance::actor>>;

container_type actors;
// fill `actors` with A-s and B-s

for (auto & active_actor : actors)
{   // broadcast messages ...
    active_actor->receive_message(41);
    active_actor->receive_message(42);
    active_actor->receive_message(43);
}

for (auto & active_actor : actors)
{
    active_actor->update();
    active_actor->handle_all_messages();
}

In the code snippet above, we can see two issues :

Pointers indirection when dereferencing active_actor for each member function call.
VTable usage with pure virtual functions calls : update() and handle_one_message(msg).

CRTP to the rescue ?

Curiously recurring template pattern (CRTP), is a C++ idiom in which a class derive from a template class instanciation that use the first one as template argument.
It allows safe, static downcasting, from the base class into the derived one.

If you want more informations about CRTP, please consider reading this blog serie, from fluentcpp.com.

template <typename T>
class base{};

class derived : public base<derived>
{};

The main advantage of doing such thing is that from the base class perspective, the derived object is itself but downcasted.
Thus, by design, because the base is always inherited from by its template parameter, we can use static_cast instead of dynamic_cast.

In summary, using static_cast, the base class can access the derived class by downcasting itself into the derived class.

template <typename T>
struct base
{
    void do_stuff()
    {
        T & as_derived = static_cast<T&>(*this);
        // do stuffs with `as_derived`
    }
};

Also, we need to use two CRTP best-practices :

Base class has private constructor
Base class is friend with its derived class

This way, we ensure that the template base class will always be instanciated by the class it is derived from.

This is legal (compiling) code. Check it on godbolt.

template <typename T>
struct base
{};

struct impl_1 : public base<impl_1>
{};

struct impl_2 : public base<impl_1> // oops ! Shoud be base<impl_2>
{};

But if we use the tricks mentioned above, impl_2 does not compile anymore.

template <typename T>
class base
{
    base() = default;
    friend T;
};

Looks good so far. Let's see our current implementation progress (collapsible, click to expand) :

Interface

template <typename T>
struct actor
{
    void update()
    {
        as_underlying().update();
    }

    void handle_all_messages()
    {
        while (!pending_messages.empty())
        {
            auto message = std::move(pending_messages.front());
            pending_messages.pop();
            handle_one_message(std::move(message));
        }
    }

    void receive_message(message_type && msg)
    {
        pending_messages.emplace(std::forward<message_type>(msg));
    }

private:
    friend T;
    actor() = default;

    std::queue<message_type> pending_messages;

    inline T & as_underlying()
    {
        return static_cast<T&>(*this);
    }

    void handle_one_message(message_type && msg)
    {
        as_underlying().handle_one_message(std::forward<message_type>(msg));
    }
};

Derived classes

struct A : actor<A>
{
    using actor::actor;

    void update(){ /* impl ...*/ }

private:
    friend struct actor<A>;

    void handle_one_message(message_type && msg){ /* impl ...*/ }
};

struct B : actor<B>
{
    using actor::actor;

    void update(){ /* impl ...*/ }

private:
    friend struct actor<B>;

    void handle_one_message(message_type && msg){ /* impl ...*/ }
};

Let's have a look to our checklist of requierements :

Interface
Polymorphism
Minimal amount of easy-to-read code
Better performances than vtables

What about polymorphism ?

CRTP looks great, but in opposition to inheritance, we lost polymorphism.
Remember, we need to get multiple implementation of actor into a container.

using container_type = std::vector<std::unique_ptr<actor</* ? */>>>;

Also, what if we could avoid the usage of pointers as container's value_type ?

`std::variant` to the rescue

Well, we know our implementation types at compile time.
So, an all designated solution might be to use std::variant. Let's try this :

template <typename ... Ts>
using poly_T = std::variant<Ts...>;

using container_type = std::vector
<
    poly_T<A, B>
>;

So we can get the following usage : (Test it on Godbolot)

container_type actors
{
    A{},
    B{},
    A{}
    /* etc ... */
};

actors.emplace_back(A{});
actors.emplace_back(B{});

Before we can check our "polymorphism" from our list of requierement,
we need to find a synthax to call member functions.

Once again, the STL provides an all designated solution, using std::variant's std::visit.

template <class R, class Visitor, class... Variants>
constexpr R visit(Visitor&& my_visitor, Variants&&... my_var);

std::visit applies the visitor my_visitor to the std::variant my_var
The Visitor is any callable that covers every possible alternatives of Variants

Thus, in order to interact with our std::variant, we can define visitors in many ways.
In our specific case, we just need generic lambdas that were introduce with C++14.

Implementing our use case, we can write the following code :

container_type actors; /* contains many A-s and B-s */

for (auto & active_actor : actors)
{   // broadcast messages ...
    std::visit([](auto & act)
    {
        act.receive_message(41);
        act.receive_message(42);
        act.receive_message(43);
    }, active_actor);
}

for (auto & active_actor : actors)
{   // update, then handle pending messages
    std::visit([](auto & act)
    {
        act.update();
        act.handle_all_messages();
    }, active_actor);
}

Another great advantage of this design is that we can handle std::variant's template parameters differently (here, A and B),
without using dynamic_cast.

What about specific cases ?

Sometimes, you may want to have additional code for a specific type.

In legacy code (using inheritance), we would do the following ugly thing :

struct base
{
    virtual ~base() = default;
};
struct A : public base{};
struct B : public base{};

void handle_base_value(base * value)
{
    if (A * value_as_A_ptr = dynamic_cast<A*>(value))
        // deal with value_as_A_ptr
        ;
    else if (B * value_as_B_ptr = dynamic_cast<B*>(value))
        // deal with value_as_B_ptr
        ;
    else
        // other types
        ;
}
void func()
{
    base * my_value = new A();

    handle_base_value(my_value);
}

Using std::variant and std::visit we don't need dynamic_cast and pointers anymore, because types are known at compile time.

for (auto & active_actor : actors)
{
    std::visit([](auto & act)
    {
        using T = std::decay_t<decltype(arg)>;

        if constexpr (std::is_same_v<T, A>)
            // `act` is an `A`
            ;
        else if constexpr (std::is_same_v<T,B>)
            // `act` is a `B`
        else
        {   // other types
            static_assert(always_false<T>::value, "non-exhaustive visitor!");
            // or handle deal with act in another way
        }

    }, active_actor);
}

Alternatively, we still can define visitor types the old way, defining all operator() overloads so it is exhaustive.

using visitor_type = struct
{
    void operator()(using_CRTP_and_variants::A &){}
    void operator()(using_CRTP_and_variants::B &){}
};

for (auto & active_actor : actors)
{
    std::visit(visitor_type{}, active_actor);
}

In order to avoid if-constexpr and reduce the amount of code, another alternative is to use the convinient overloaded lambas trick :

template<class... Ts> struct overloaded : Ts... { using Ts::operator()...; };
template<class... Ts> overloaded(Ts...) -> overloaded<Ts...>;

for (auto & active_actor : actors)
{
    std::visit(overloaded
    {
        [](A & arg){ /* `arg` is an A */ },
        [](B & arg){ /* `arg` is a  B */ },
        [](auto & ){ /* other types   */ }
    }, active_actor);
}

The shorter the better, right ?

Let's have a look to our checklist :

Interface
Polymorphism
Minimal amount of easy-to-read code
Better performances than inheritance

Performances

Let's try the snippet (see below) on quick-bench.com, using C++20 standard and O3 optimization level.

Compiler	STL	CTRP + variants	vtable	how much faster?	link
Clang 7.0	Libc++ (LLVM)	345	502	1.5 times	test it !
GCC 8.2	libstdC++ (GNU)	281	667	2.4 times faster	test it !

From 1.5 to 2.4 times faster. Now we can check our "Better performances" checkbox.

Interface
Polymorphism
Minimal amount of easy-to-read code
Better performances than inheritance

See the benchmark complete snippet

// gcc   : CRTP_and_variant is 2.5 times faster (libstdc++, GNU)
// clang : CRTP_and_variant is 1.4 times faster (libc++, LLVM)

#include <queue>
#include <variant>
#include <iostream>
#include <memory>

using message_type = int;

namespace using_CRTP_and_variants
{
    template <typename T>
    struct actor
    {
        void update()
        {
            as_underlying().update();
        }

        void handle_all_messages()
        {	// internal states only
            while (!pending_messages.empty())
            {
                auto message = std::move(pending_messages.front());
                pending_messages.pop();
                handle_one_message(std::move(message));
            }
        }

        void receive_message(message_type && msg)
        {
            pending_messages.emplace(std::forward<message_type>(msg));
        }

    private:
        friend T;
        actor() = default;

        std::queue<message_type> pending_messages;

        inline T & as_underlying()
        {
            return static_cast<T&>(*this);
        }
        inline T const & as_underlying() const
        {
            return static_cast<T const &>(*this);
        }

        void handle_one_message(message_type && msg)
        {
            as_underlying().handle_one_message(std::forward<message_type>(msg));
        }
    };

    struct A : actor<A>
    {
        using actor::actor;

        void update()
        {
            //std::cout << "A : update()\n";
        }

    private:
        friend struct actor<A>;

        void handle_one_message(message_type && msg)
        {
            //std::cout << "A : handle_one_message : " << msg << '\n';
        }
    };
    struct B : actor<B>
    {
        using actor::actor;

        void update()
        {
            //std::cout << "B : update()\n";
        }

    private:
        friend struct actor<B>;

        void handle_one_message(message_type && msg)
        {
            //std::cout << "B : handle_one_message : " << msg << '\n';
        }
    };
}

namespace using_inheritance
{
    struct actor
    {
        virtual ~actor() = default;
        virtual void update() = 0;

        void handle_all_messages()
        {	// internal states only
            while (!pending_messages.empty())
            {
                auto message = std::move(pending_messages.front());
                pending_messages.pop();
                handle_one_message(std::move(message));
            }
        }

        void receive_message(message_type && msg)
        {
            pending_messages.emplace(std::forward<message_type>(msg));
        }

    private:

        std::queue<message_type> pending_messages;

        virtual void handle_one_message(message_type && msg) = 0;
    };

    struct A : actor
    {
        void update() override
        {
            //std::cout << "A : update()\n";
        }
        void handle_one_message(message_type && msg) override
        {
            //std::cout << "A : handle_one_message : " << msg << '\n';
        }
    };
    struct B : actor
    {
        void update() override
        {
            //std::cout << "B : update()\n";
        }
        void handle_one_message(message_type && msg) override
        {
            //std::cout << "B : handle_one_message : " << msg << '\n';
        }
    };
}


template <typename ... Ts>
using poly_T = std::variant<Ts...>;

static void test_CRTP_and_variants(benchmark::State& state) {

    using container_type = std::vector<poly_T
    <
        using_CRTP_and_variants::A,
        using_CRTP_and_variants::B>
    >;

    container_type actors
    {
        using_CRTP_and_variants::A{},
        using_CRTP_and_variants::B{},
        using_CRTP_and_variants::A{},
        using_CRTP_and_variants::B{},
        using_CRTP_and_variants::A{},
        using_CRTP_and_variants::B{},
        using_CRTP_and_variants::A{},
        using_CRTP_and_variants::B{},
        using_CRTP_and_variants::A{},
        using_CRTP_and_variants::B{}
    };

    for (auto _ : state) {
        for (auto & active_actor : actors)
        {	// broadcast messages ...
            std::visit([](auto & act)
            {
                act.receive_message(41);
                act.receive_message(42);
                act.receive_message(43);
            }, active_actor);
        }

        for (auto & active_actor : actors)
        {
            std::visit([](auto & act)
            {
                act.update();
                act.handle_all_messages();
            }, active_actor);
        }
        benchmark::DoNotOptimize(actors);
    }
}
// Register the function as a benchmark
BENCHMARK(test_CRTP_and_variants);

static void test_inheritance(benchmark::State& state) {

    using container_type = std::vector<std::unique_ptr<using_inheritance::actor>>;

    container_type actors;
    {
        actors.emplace_back(std::make_unique<using_inheritance::A>());
        actors.emplace_back(std::make_unique<using_inheritance::B>());
        actors.emplace_back(std::make_unique<using_inheritance::A>());
        actors.emplace_back(std::make_unique<using_inheritance::B>());
        actors.emplace_back(std::make_unique<using_inheritance::A>());
        actors.emplace_back(std::make_unique<using_inheritance::B>());
        actors.emplace_back(std::make_unique<using_inheritance::A>());
        actors.emplace_back(std::make_unique<using_inheritance::B>());
        actors.emplace_back(std::make_unique<using_inheritance::A>());
        actors.emplace_back(std::make_unique<using_inheritance::B>());
    }

    for (auto _ : state) {
        for (auto & active_actor : actors)
        {	// broadcast messages ...
            active_actor->receive_message(41);
            active_actor->receive_message(42);
            active_actor->receive_message(43);
        }

        for (auto & active_actor : actors)
        {
            active_actor->update();
            active_actor->handle_all_messages();
        }
    }
}
BENCHMARK(test_inheritance);

Pros & cons

Let's do a quick recap.
According to our design, we can define an interface, create many polymorphic implementations with a minimal amount of readable code.
As a result, we end with better performances than the old fashion way "inheritance with vtable".

However, is it worthy ?

Pros :

no more vtable
std::visit flexibility
Better performances

Cons :

sizeof(std::variant<...>)

We can already see an issue : std::variants<...>'s size on the stack. Indeed, the size of a std::variant is slightly greater than the type with the largest alignement it contains, as it must also store the information of which type it currently contains.

CRTP can hide/shadow functions

CRTP can hide/shadow member functions, and thus lead to unexpected behaviors.
In order to avoid this, as saw previously, we used explicit base contructor call and friendship.

However, according to Herb Sutter's talks "Thoughts on a more powerful and simpler C++", we may find a way to solve this in the future using metaclasses. Maybe.

We still can do some static checks using SFINAE with std::void_t and std::experimental::is_detected

Thank you for reading

Wrote by Guillaume Dua.
Special thanks to O. Libre for reviewing this paper.

Want to read more ?
New articles incoming soon on gist.github.

GuillaumeDua/cpp_legacy_inheritance_vs_std_variant.md

C++ : Polymorphic inheritance without vtable

Table of content

Introduction

What's wrong with vTables ?

A way out ?

CRTP to the rescue ?

What about polymorphism ?

`std::variant` to the rescue

What about specific cases ?

Performances

Pros & cons

Pros :

Cons :

Thank you for reading

Hochheilige commented Jan 10, 2021

GuillaumeDua commented Jan 10, 2021

Hochheilige commented Jan 10, 2021

GuillaumeDua/cpp_legacy_inheritance_vs_std_variant.md

C++ : Polymorphic inheritance without vtable

Table of content

Introduction

What's wrong with vTables ?

A way out ?

CRTP to the rescue ?

What about polymorphism ?

std::variant to the rescue

What about specific cases ?

Performances

Pros & cons

Pros :

Cons :

Thank you for reading

Hochheilige commented Jan 10, 2021

GuillaumeDua commented Jan 10, 2021

Hochheilige commented Jan 10, 2021

`std::variant` to the rescue