I have a template class of the form:
template<typename ContainerType>
class ConfIntParamStat {
  public:
    typedef typename ContainerType::Type Type;
...
  private:
    void sample(int iteration) {...}
}
I would like to create a specific version of the function sample for the case when ContainerType is a Vector. Where Vector itself is a template class, but I do not know which type of values this Vector holds.
My intuition was to create this in the header file:
template<typename Type>
ConfIntParamStat<Vector<Type> >::sample(int iteration) {
...
}
But it does not compile, and the error from clang is:
error: nested name specifier 'ConfIntParamStat<Vector<Type> >::' for declaration does not refer into a class, class template or class template partial specialization
Is it possible using another syntax ?
If you didnt want to specialize the template and were looking for a member only specialization try the following
#include <iostream>
#include <vector>
using namespace std;
template <typename ContainerType>
class Something {
  public:
    void do_something(int);
    template <typename Which>
    struct do_something_implementation {
        void operator()() {
            cout << "general implementation" << endl;
        }
    };
    template <typename Which>
    struct do_something_implementation<vector<Which>> {
        void operator()() {
            cout << "specialized implementation for vectors" << endl;
        }
    };
};
template <typename ContainerType>
void Something<ContainerType>::do_something(int) {
    do_something_implementation<ContainerType>{}();
}
int main() {
    Something<double> something;
    something.do_something(1);
    return 0;
}
If your intent is to specialize a function, I would just overload the function like so
#include <iostream>
#include <vector>
using namespace std;
template <typename ContainerType>
class Something {
  public:
    void do_something(int);
    template <typename Type>
    void do_something(const vector<Type>&);
};
template <typename ContainerType>
void Something<ContainerType>::do_something(int) {
    cout << "Called the general method for do_something" << endl;
}
template <typename ContainerType>
template <typename Type>
void Something<ContainerType>::do_something(const vector<Type>&) {
    cout << "Called the specialised method" << endl;
}
int main() {
    vector<int> vec{1, 2, 3};
    Something<double> something;
    something.do_something(1);
    something.do_something(vec);
    return 0;
}
This is mostly why full/explicit function template specializations are not required. Overloading allows for almost the same effects!
Note This is a great article related to your question! http://www.gotw.ca/publications/mill17.htm
You could make use of the overloading mechanism and tag dispatch:
#include <vector>
template <class T>
struct Tag { };
template<typename ContainerType>
class ConfIntParamStat {
  public:
    typedef typename ContainerType::value_type Type;
//...
//  private:
    void sample(int iteration) {
       sample_impl(Tag<ContainerType>(), iteration);
    }
    template <class T>
    void sample_impl(Tag<std::vector<T> >, int iteration) {
       //if vector
    }
    template <class T>
    void sample_impl(Tag<T>, int iteration) {
       //if not a vector
    }
};
int main() {
   ConfIntParamStat<std::vector<int> > cips;
   cips.sample(1);
}
As skypjack mentioned this approach has a little draw when using const. If you are not using c++11 (I suspect you dont because you use > > syntax for nested templates) you could workaround this as follows:
#include <iostream>
#include <vector>
template <class T>
struct Tag { };
template <class T>
struct Decay {
   typedef T Type;
};
template <class T>
struct Decay<const T> {
   typedef T Type;
};
template<typename ContainerType>
class ConfIntParamStat {
  public:
    typedef typename ContainerType::value_type Type;
//...
//  private:
    void sample(int iteration) {
       sample_impl(Tag<typename Decay<ContainerType>::Type>(), iteration);
    }
    template <class T>
    void sample_impl(Tag<std::vector<T> >, int iteration) {
       std::cout << "vector specialization" << std::endl;
    }
    template <class T>
    void sample_impl(Tag<T>, int iteration) {
       std::cout << "general" << std::endl;
    }
};
int main() {
   ConfIntParamStat<const std::vector<int> > cips;
   cips.sample(1);
}
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