Last active
August 9, 2022 12:29
-
-
Save cbsmith/5538174 to your computer and use it in GitHub Desktop.
Hopefully serves as a reference implementation on how to do random selection of an element from a container.
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
// -*- compile-command: "clang++ -ggdb -o random_selection -std=c++0x -stdlib=libc++ random_selection.cpp" -*- | |
//Reference implementation for doing random number selection from a container. | |
//Kept for posterity and because I made a surprising number of subtle mistakes on my first attempt. | |
#include <random> | |
#include <iterator> | |
template <typename RandomGenerator = std::default_random_engine> | |
struct random_selector | |
{ | |
//On most platforms, you probably want to use std::random_device("/dev/urandom")() | |
random_selector(RandomGenerator g = RandomGenerator(std::random_device()())) | |
: gen(g) {} | |
template <typename Iter> | |
Iter select(Iter start, Iter end) { | |
std::uniform_int_distribution<> dis(0, std::distance(start, end) - 1); | |
std::advance(start, dis(gen)); | |
return start; | |
} | |
//convenience function | |
template <typename Iter> | |
Iter operator()(Iter start, Iter end) { | |
return select(start, end); | |
} | |
//convenience function that works on anything with a sensible begin() and end(), and returns with a ref to the value type | |
template <typename Container> | |
auto operator()(const Container& c) -> decltype(*begin(c))& { | |
return *select(begin(c), end(c)); | |
} | |
private: | |
RandomGenerator gen; | |
}; | |
//example use case with uniformity test | |
#include <iostream> | |
#include <vector> | |
#include <unordered_map> | |
#include <algorithm> | |
#include <iterator> | |
#include <string> | |
typedef std::vector<std::string> vec_t; | |
typedef std::unordered_map<typename vec_t::value_type, unsigned> histogram_t; | |
void run_testcase(vec_t& source_container, const unsigned samples = 1000u) { | |
histogram_t histogram; | |
random_selector<> selector{}; | |
for (auto i = samples; i > 0; --i) { | |
++(histogram[selector(source_container)]); | |
} | |
std::cout << "Selection histogram from " << samples << " samples:\n"; | |
//if only C++11 had a nicer hack overloading ostream& operator<<(ostream&,std::pair<>) | |
for (auto i : histogram) { std::cout << i.first << ':' << ' ' << i.second << '\n'; } | |
} | |
//just some silly preamble | |
int main(int argc, const char* argv[]) { | |
vec_t source_container; | |
if (argc > 1) { | |
source_container.assign(argv+1, argv+argc); | |
} else { | |
source_container = {"2", "43", "443"}; | |
} | |
run_testcase(source_container); | |
return 0; | |
} |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Indeed beautiful; question @cbsmith ... since Gists don't have a default licence: Under what terms do you make this code available?