in cpp/src/req_merge_timing_profile_impl.hpp [39:105]
void req_merge_timing_profile<T>::run() {
const size_t lg_min_stream_len = 0;
const size_t lg_max_stream_len = 26;
const size_t ppo = 16;
const size_t lg_max_trials = 16;
const size_t lg_min_trials = 4;
const bool hra = true;
const uint16_t k = 12;
const size_t num_sketches = 32;
std::cout << "Stream\tTrials\tBuild\tUpdate\tMerge\tItems" << std::endl;
size_t max_len = 1 << lg_max_stream_len;
std::vector<T> values(max_len);
std::unique_ptr<req_sketch<T>> sketches[num_sketches];
size_t stream_length(1 << lg_min_stream_len);
while (stream_length <= (1 << lg_max_stream_len)) {
std::chrono::nanoseconds build_time_ns(0);
std::chrono::nanoseconds update_time_ns(0);
std::chrono::nanoseconds merge_time_ns(0);
size_t num_retained(0);
const size_t num_trials = get_num_trials(stream_length, lg_min_stream_len, lg_max_stream_len, lg_min_trials, lg_max_trials);
for (size_t t = 0; t < num_trials; t++) {
for (size_t i = 0; i < stream_length; i++) values[i] = sample();
auto start_build(std::chrono::high_resolution_clock::now());
for (size_t i = 0; i < num_sketches; i++) {
sketches[i] = std::unique_ptr<req_sketch<T>>(new req_sketch<T>(k, hra));
}
req_sketch<T> merge_sketch(k, hra);
auto finish_build(std::chrono::high_resolution_clock::now());
build_time_ns += std::chrono::duration_cast<std::chrono::nanoseconds>(finish_build - start_build);
auto start_update(std::chrono::high_resolution_clock::now());
size_t i = 0;
for (size_t j = 0; j < stream_length; j++) {
sketches[i]->update(values[j]);
i++;
if (i == num_sketches) i = 0;
}
auto finish_update(std::chrono::high_resolution_clock::now());
update_time_ns += std::chrono::duration_cast<std::chrono::nanoseconds>(finish_update - start_update);
const auto start_merge(std::chrono::high_resolution_clock::now());
for (size_t i = 0; i < num_sketches; i++) {
merge_sketch.merge(std::move(*sketches[i]));
}
const auto finish_merge(std::chrono::high_resolution_clock::now());
merge_time_ns += std::chrono::duration_cast<std::chrono::nanoseconds>(finish_merge - start_merge);
num_retained += merge_sketch.get_num_retained();
}
std::cout << stream_length << "\t"
<< num_trials << "\t"
<< (double) build_time_ns.count() / num_trials << "\t"
<< (double) update_time_ns.count() / num_trials / stream_length << "\t"
<< (double) merge_time_ns.count() / num_trials << "\t"
<< num_retained / num_trials
<< std::endl;
stream_length = pwr_2_law_next(ppo, stream_length);
}
}