> I’m looking for some advice regarding creating an
> std::vector<hpx::future<std::vector <int> > > where the elements of the
> innermost vector use a random number generator.
> 
> Typically, if I were to use to generate this vector of random integers,
> I’d use either boost or standard library random functions (or possibly
> Intel MKL / VSL); however, all of these RNGs have a state.  

None of Boost's RNG maintain shared state. All are explicitly thread-safe,
see for instance: 
http://stackoverflow.com/questions/2920497/thread-safty-of-boost-rng

HTH
Regards Hartmut
---------------
http://boost-spirit.com
http://stellar.cct.lsu.edu


> As I
> understand, a naïve implementation, just passing a reference to the RNG
> state would lead to race conditions and will result in the RNG state
> ending up in some undefined-state.  If I understand correctly, that would
> be the reason that an action cannot have a non-const reference parameter.
> In light of this, how could I use a future to represent this vector of
> future integer-vectors?  Is there any way to make this code concurrent?
> 
> As a rough reference:
> 
> #include <random>
> #include <vector>
> #include <hpx/hpx.hpp>
> #include <hpx/include/future.hpp>
> #include <hpx/include/async.hpp>
> #include <hpx/hpx_main.hpp>
> 
> using random_vec_t = std::vector<int>;
> 
> constexpr int random_vec_size = 8;
> constexpr int vec_random_size = 30;
> 
> //template <typename RNG>
> std::vector<random_vec_t> Generate_Random_Vector(std::mt19937_64 &rng) {
> 
>   std::vector<random_vec_t> random_vector_set;
> 
>   static const int range_ = 100;
>  std::uniform_int_distribution<int> dist_(0, range_);
> 
>   random_vector_set.resize(vec_random_size);
>   for (auto &vec : random_vector_set) {
>     vec.reserve(random_vec_size);
>     for (int i = 0; i < random_vec_size; ++i)
>       vec.push_back(dist_(rng));
>   }
>   return random_vector_set;
> 
> }
> 
> HPX_PLAIN_ACTION(Generate_Random_Vector, generate_random_vector_action);
> // <= this line fails with message: static_assert failed "Using non-const
> references as arguments for actions is not supported."
> 
> int main(int argc, char *argv[]) {
> 
>   std::mt19937_64 rng_;
> 
> 
>   hpx::future<std::vector<random_vec_t>> future_vectors_ =
> hpx::async(generate_random_vector_action, rng_);
> 
>   auto vecs_ = future_vectors_.get();
> 
>   for (auto outer_vec : vecs_) {
>     for (auto inner_vec : outer_vec)
>       std::cout << inner_vec << "\t";
>     std::cout << std::endl;
>   }
> 
>   return 0;
> }
> 
> 
> Thanks and regards,
> Shmuel

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