folly/folly/stats/test/QuantileEstimatorBenchmark.cpp

/*
 * Copyright (c) Meta Platforms, Inc. and affiliates.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *     http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */

#include <folly/stats/QuantileEstimator.h>

#include <algorithm>
#include <atomic>
#include <chrono>
#include <random>

#include <folly/Benchmark.h>
#include <folly/portability/GFlags.h>

void addValueMultithreaded(unsigned int iters, size_t nThreads) {
  folly::SimpleQuantileEstimator qest;

  constexpr int kNumValues = 512;
  std::vector<std::vector<double>> valuesPerThread;

  BENCHMARK_SUSPEND {
    std::default_random_engine generator;
    std::uniform_real_distribution<double> dist(0.0, 1.0);

    valuesPerThread.reserve(nThreads);
    for (size_t threadIndex = 0; threadIndex < nThreads; threadIndex++) {
      valuesPerThread.push_back(std::vector<double>{});
      auto& values = valuesPerThread.back();
      values.reserve(kNumValues);
      for (size_t i = 0; i < kNumValues; i++) {
        values.push_back(dist(generator));
      }
    }
  }

  std::atomic<int> remainingBatches{static_cast<int>(iters / kNumValues)};
  std::vector<std::thread> threads(nThreads);
  for (size_t threadIndex = 0; threadIndex < nThreads; threadIndex++) {
    threads[threadIndex] = std::thread(
        [&](size_t index) {
          while (remainingBatches.fetch_sub(1, std::memory_order_acq_rel) > 0) {
            for (const auto v : valuesPerThread[index]) {
              qest.addValue(v);
            }
          }
        },
        threadIndex);
  }

  for (auto& th : threads) {
    th.join();
  }
}

BENCHMARK_NAMED_PARAM(addValueMultithreaded, 1, 1)
BENCHMARK_NAMED_PARAM(addValueMultithreaded, 2, 2)
BENCHMARK_NAMED_PARAM(addValueMultithreaded, 4, 4)
BENCHMARK_NAMED_PARAM(addValueMultithreaded, 8, 8)
BENCHMARK_NAMED_PARAM(addValueMultithreaded, 16, 16)
BENCHMARK_NAMED_PARAM(addValueMultithreaded, 32, 32)

int main(int argc, char* argv[]) {
  gflags::ParseCommandLineFlags(&argc, &argv, true);
  folly::runBenchmarks();
  return 0;
}