histogram_aggregation_benchmark.cc 5.6 KB

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  1. // Copyright The OpenTelemetry Authors
  2. // SPDX-License-Identifier: Apache-2.0
  3. #include <benchmark/benchmark.h>
  4. #include <stddef.h>
  5. #include <algorithm>
  6. #include <chrono>
  7. #include <functional>
  8. #include <random>
  9. #include <string>
  10. #include <thread>
  11. #include <utility>
  12. #include <vector>
  13. #include "common.h"
  14. #include "opentelemetry/context/context.h"
  15. #include "opentelemetry/metrics/meter.h"
  16. #include "opentelemetry/metrics/sync_instruments.h"
  17. #include "opentelemetry/nostd/shared_ptr.h"
  18. #include "opentelemetry/nostd/variant.h"
  19. #include "opentelemetry/sdk/instrumentationscope/instrumentation_scope.h"
  20. #include "opentelemetry/sdk/metrics/aggregation/aggregation_config.h"
  21. #include "opentelemetry/sdk/metrics/data/metric_data.h"
  22. #include "opentelemetry/sdk/metrics/data/point_data.h"
  23. #include "opentelemetry/sdk/metrics/export/metric_producer.h"
  24. #include "opentelemetry/sdk/metrics/instruments.h"
  25. #include "opentelemetry/sdk/metrics/meter_provider.h"
  26. #include "opentelemetry/sdk/metrics/metric_reader.h"
  27. #include "opentelemetry/sdk/metrics/push_metric_exporter.h"
  28. #include "opentelemetry/sdk/metrics/view/instrument_selector.h"
  29. #include "opentelemetry/sdk/metrics/view/meter_selector.h"
  30. #include "opentelemetry/sdk/metrics/view/view.h"
  31. #include "opentelemetry/sdk/metrics/view/view_registry.h"
  32. using namespace opentelemetry;
  33. using namespace opentelemetry::sdk::instrumentationscope;
  34. using namespace opentelemetry::sdk::metrics;
  35. namespace
  36. {
  37. template <class T>
  38. void HistogramAggregation(benchmark::State &state, std::unique_ptr<ViewRegistry> views)
  39. {
  40. MeterProvider mp(std::move(views));
  41. auto m = mp.GetMeter("meter1", "version1", "schema1");
  42. std::unique_ptr<MockMetricExporter> exporter(new MockMetricExporter());
  43. std::shared_ptr<MetricReader> reader{new MockMetricReader(std::move(exporter))};
  44. mp.AddMetricReader(reader);
  45. auto h = m->CreateDoubleHistogram("histogram1", "histogram1_description", "histogram1_unit");
  46. std::default_random_engine generator;
  47. std::uniform_int_distribution<int> distribution(0, 1000000);
  48. // Generate 100000 measurements
  49. constexpr size_t TOTAL_MEASUREMENTS = 100000;
  50. double measurements[TOTAL_MEASUREMENTS];
  51. for (size_t i = 0; i < TOTAL_MEASUREMENTS; i++)
  52. {
  53. measurements[i] = static_cast<double>(distribution(generator));
  54. }
  55. std::vector<T> actuals;
  56. std::vector<std::thread> collectionThreads;
  57. std::function<void()> collectMetrics = [&reader, &actuals]() {
  58. reader->Collect([&](ResourceMetrics &rm) {
  59. for (const ScopeMetrics &smd : rm.scope_metric_data_)
  60. {
  61. for (const MetricData &md : smd.metric_data_)
  62. {
  63. for (const PointDataAttributes &dp : md.point_data_attr_)
  64. {
  65. actuals.push_back(opentelemetry::nostd::get<T>(dp.point_data));
  66. }
  67. }
  68. }
  69. return true;
  70. });
  71. };
  72. while (state.KeepRunningBatch(TOTAL_MEASUREMENTS))
  73. {
  74. for (size_t i = 0; i < TOTAL_MEASUREMENTS; i++)
  75. {
  76. h->Record(measurements[i], {});
  77. if (i % 1000 == 0 || i == TOTAL_MEASUREMENTS - 1)
  78. {
  79. collectMetrics();
  80. }
  81. if (i == 100)
  82. {
  83. std::this_thread::sleep_for(std::chrono::nanoseconds(4));
  84. }
  85. }
  86. }
  87. }
  88. void BM_HistogramAggregation(benchmark::State &state)
  89. {
  90. std::unique_ptr<ViewRegistry> views{new ViewRegistry()};
  91. HistogramAggregation<HistogramPointData>(state, std::move(views));
  92. }
  93. BENCHMARK(BM_HistogramAggregation);
  94. // Add this helper function before your benchmark functions
  95. void RunBase2ExponentialHistogramAggregation(benchmark::State &state, int scale)
  96. {
  97. std::string instrument_unit = "histogram1_unit";
  98. std::unique_ptr<InstrumentSelector> histogram_instrument_selector{
  99. new InstrumentSelector(InstrumentType::kHistogram, ".*", instrument_unit)};
  100. std::unique_ptr<MeterSelector> histogram_meter_selector{
  101. new MeterSelector("meter1", "version1", "schema1")};
  102. Base2ExponentialHistogramAggregationConfig config;
  103. config.max_scale_ = scale;
  104. std::unique_ptr<View> histogram_view{
  105. new View("base2_expohisto", "description", instrument_unit,
  106. AggregationType::kBase2ExponentialHistogram,
  107. std::make_shared<Base2ExponentialHistogramAggregationConfig>(config))};
  108. std::unique_ptr<ViewRegistry> views{new ViewRegistry()};
  109. views->AddView(std::move(histogram_instrument_selector), std::move(histogram_meter_selector),
  110. std::move(histogram_view));
  111. HistogramAggregation<Base2ExponentialHistogramPointData>(state, std::move(views));
  112. }
  113. void BM_Base2ExponentialHistogramAggregationZeroScale(benchmark::State &state)
  114. {
  115. RunBase2ExponentialHistogramAggregation(state, 0);
  116. }
  117. BENCHMARK(BM_Base2ExponentialHistogramAggregationZeroScale);
  118. void BM_Base2ExponentialHistogramAggregationOneScale(benchmark::State &state)
  119. {
  120. RunBase2ExponentialHistogramAggregation(state, 1);
  121. }
  122. BENCHMARK(BM_Base2ExponentialHistogramAggregationOneScale);
  123. void BM_Base2ExponentialHistogramAggregationTwoScale(benchmark::State &state)
  124. {
  125. RunBase2ExponentialHistogramAggregation(state, 2);
  126. }
  127. BENCHMARK(BM_Base2ExponentialHistogramAggregationTwoScale);
  128. void BM_Base2ExponentialHistogramAggregationFourScale(benchmark::State &state)
  129. {
  130. RunBase2ExponentialHistogramAggregation(state, 4);
  131. }
  132. BENCHMARK(BM_Base2ExponentialHistogramAggregationFourScale);
  133. void BM_Base2ExponentialHistogramAggregationEightScale(benchmark::State &state)
  134. {
  135. RunBase2ExponentialHistogramAggregation(state, 8);
  136. }
  137. BENCHMARK(BM_Base2ExponentialHistogramAggregationEightScale);
  138. void BM_Base2ExponentialHistogramAggregationSixteenScale(benchmark::State &state)
  139. {
  140. RunBase2ExponentialHistogramAggregation(state, 16);
  141. }
  142. BENCHMARK(BM_Base2ExponentialHistogramAggregationSixteenScale);
  143. } // namespace
  144. BENCHMARK_MAIN();