Let's say we have a function odd
which is a bool(int)
function. I'd like to execute this function in parallel but with different parameter (differ numbers).
bool odd(int i) { return (((i&1)==1)?true:false); }
Here's the code I'm trying to use (which works but has a wart).
std::size_t num = 256;
std::vector<bool> results(num);
std::vector<std::function<bool(int)>> funcs(num);
std::vector<std::packaged_task<bool(int)>> tasks(num);
std::vector<std::future<bool>> futures(num);
std::vector<std::thread> threads(num);
for (std::size_t i = 0; i < num; i++) {
results[i] = false;
funcs[i] = std::bind(odd, static_cast<int>(i));
tasks[i] = std::packaged_task<bool(int)>(funcs[i]);
futures[i] = tasks[i].get_future();
threads[i] = std::thread(std::move(tasks[i]),0); // args ignored
}
for (std::size_t i = 0; i < num; i++) {
results[i] = futures[i].get();
threads[i].join();
}
for (std::size_t i = 0; i < num; i++) {
printf("odd(%d)=%s\n", i, (results[i]?"true":"false"));
}
I'd like to get rid of the arguments to the thread creation, as they are dependent on the argument types of the function bool(int)
. I'd like to make a function template of this code and be able to make a massive parallel function executor.
template <typename _returnType, typename ..._argTypes>
void exec_and_collect(std::vector<_returnType>& results,
std::vector<std::function<_returnType(_argTypes...)>> funcs) {
std::size_t numTasks = (funcs.size() > results.size() ? results.size() : funcs.size());
std::vector<std::packaged_task<_returnType(_argTypes...)>> tasks(numTasks);
std::vector<std::future<_returnType>> futures(numTasks);
std::vector<std::thread> threads(numTasks);
for (std::size_t h = 0; h < numTasks; h++) {
tasks[h] = std::packaged_task<_returnType(_argTypes...)>(funcs[h]);
futures[h] = tasks[h].get_future();
threads[h] = std::thread(std::move(tasks[h]), 0); // zero is a wart
}
// threads are now running, collect results
for (std::size_t h = 0; h < numTasks; h++) {
results[h] = futures[h].get();
threads[h].join();
}
}
Then called like this:
std::size_t num = 8;
std::vector<bool> results(num);
std::vector<std::function<bool(int)>> funcs(num);
for (std::size_t i = 0; i < num; i++) {
funcs[i] = std::bind(odd, static_cast<int>(i));
}
exec_and_collect<bool,int>(results, funcs);
I'd to remove the zero in the std::thread(std::move(task), 0);
line since it's completely ignored by the thread. If I do completely remove it, the compiler can't find the arguments to pass to the thread create and it fails.
You could just not be micromanaging/control freak in the generic code. Just take any task returntype()
and let the caller handle the binding of arguments:
#include <thread>
#include <future>
#include <iostream>
#include <vector>
#include <functional>
bool odd(int i) { return (((i&1)==1)?true:false); }
template <typename _returnType>
void exec_and_collect(std::vector<_returnType>& results,
std::vector<std::function<_returnType()>> funcs
) {
std::size_t numTasks = std::min(funcs.size(), results.size());
std::vector<std::packaged_task<_returnType()>> tasks(numTasks);
std::vector<std::future<_returnType>> futures(numTasks);
std::vector<std::thread> threads(numTasks);
for (std::size_t h = 0; h < numTasks; h++) {
tasks[h] = std::packaged_task<_returnType()>(funcs[h]);
futures[h] = tasks[h].get_future();
threads[h] = std::thread(std::move(tasks[h]));
}
// threads are now running, collect results
for (std::size_t h = 0; h < numTasks; h++) {
results[h] = futures[h].get();
threads[h].join();
}
}
int main() {
std::size_t num = 8;
std::vector<bool> results(num);
std::vector<std::function<bool()>> funcs(num);
for (std::size_t i = 0; i < num; i++) {
funcs[i] = std::bind(odd, static_cast<int>(i));
}
exec_and_collect<bool>(results, funcs);
}
Note this is a quick job, I've seen quite a few things that are overly specific here still.
tasks[h]
out of the vector even before moving to the next task, so why keep a vector of dead bits?) A somewhat more cleaned up version that demonstrates what unneeded dependencies can be shed:
std::function<>
wrapped tasks (this removes dynamic allocations and virtual dispatch internally in the implementation) std::move_transform
, so go the extra mile using std::make_move_iterator
#include <thread>
#include <future>
#include <iostream>
#include <vector>
#include <algorithm>
#include <boost/range.hpp>
bool odd(int i) { return (((i&1)==1)?true:false); }
template <typename Range, typename OutIt>
void exec_and_collect(OutIt results, Range&& tasks) {
using namespace std;
using T = typename boost::range_value<Range>::type;
using R = decltype(declval<T>()());
auto tb = std::make_move_iterator(boost::begin(tasks)),
te = std::make_move_iterator(boost::end(tasks));
vector<future<R>> futures;
transform(
tb, te,
back_inserter(futures), [](auto&& t) {
std::packaged_task<R()> task(std::forward<decltype(t)>(t));
auto future = task.get_future();
thread(std::move(task)).detach();
return future;
});
// threads are now running, collect results
transform(begin(futures), end(futures), results, [](auto& fut) { return fut.get(); });
}
#include <boost/range/irange.hpp>
#include <boost/range/adaptors.hpp>
using namespace boost::adaptors;
int main() {
std::vector<bool> results;
exec_and_collect(
std::back_inserter(results),
boost::irange(0, 8) | transformed([](int i) { return [i] { return odd(i); }; })
);
std::copy(results.begin(), results.end(), std::ostream_iterator<bool>(std::cout << std::boolalpha, "; "));
}
Output
false; false; false; false; false; false; false; false;
Note that you could indeed write
exec_and_collect(
std::ostream_iterator<bool>(std::cout << std::boolalpha, "; "),
boost::irange(0, 8) | transformed([](int i) { return [i] { return odd(i); }; })
);
and do without any results
container :)
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