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| 1 | +package io.prometheus.metrics.benchmarks; |
| 2 | + |
| 3 | +import io.opentelemetry.api.OpenTelemetry; |
| 4 | +import io.opentelemetry.api.common.AttributeKey; |
| 5 | +import io.opentelemetry.api.common.Attributes; |
| 6 | +import io.opentelemetry.api.metrics.*; |
| 7 | +import io.opentelemetry.sdk.OpenTelemetrySdk; |
| 8 | +import io.opentelemetry.sdk.metrics.SdkMeterProvider; |
| 9 | +import io.opentelemetry.sdk.resources.Resource; |
| 10 | +import io.opentelemetry.sdk.testing.exporter.InMemoryMetricReader; |
| 11 | +import io.prometheus.metrics.core.datapoints.GaugeDataPoint; |
| 12 | +import io.prometheus.metrics.core.metrics.Gauge; |
| 13 | +import org.openjdk.jmh.annotations.*; |
| 14 | + |
| 15 | +/** |
| 16 | + * Results on a machine with dedicated 8 vCPU cores: |
| 17 | + * <pre> |
| 18 | + * Benchmark Mode Cnt Score Error Units |
| 19 | + * i.p.metrics.benchmarks.GaugeBenchmark.openTelemetryDoubleGauge thrpt 25 1673.376 ± 129.696 ops/s |
| 20 | + * i.p.metrics.benchmarks.GaugeBenchmark.openTelemetryLongGauge thrpt 25 1638.250 ± 48.570 ops/s |
| 21 | + * i.p.metrics.benchmarks.GaugeBenchmark.prometheus thrpt 25 56532.523 ± 1048.815 ops/s |
| 22 | + * i.p.metrics.benchmarks.GaugeBenchmark.simpleclient thrpt 25 16201.762 ± 140.938 ops/s |
| 23 | + * </pre> |
| 24 | + */ |
| 25 | + |
| 26 | +public class GaugeBenchmark { |
| 27 | + |
| 28 | + @State(Scope.Benchmark) |
| 29 | + public static class PrometheusGauge { |
| 30 | + |
| 31 | + final Gauge noLabels; |
| 32 | + final GaugeDataPoint dataPoint; |
| 33 | + |
| 34 | + public PrometheusGauge() { |
| 35 | + noLabels = Gauge.builder() |
| 36 | + .name("test") |
| 37 | + .help("help") |
| 38 | + .build(); |
| 39 | + |
| 40 | + Gauge labels = Gauge.builder() |
| 41 | + .name("test") |
| 42 | + .help("help") |
| 43 | + .labelNames("path", "status") |
| 44 | + .build(); |
| 45 | + this.dataPoint = labels.labelValues("/", "200"); |
| 46 | + } |
| 47 | + } |
| 48 | + |
| 49 | + @State(Scope.Benchmark) |
| 50 | + public static class SimpleclientGauge { |
| 51 | + |
| 52 | + final io.prometheus.client.Gauge noLabels; |
| 53 | + final io.prometheus.client.Gauge.Child dataPoint; |
| 54 | + |
| 55 | + public SimpleclientGauge() { |
| 56 | + noLabels = io.prometheus.client.Gauge.build() |
| 57 | + .name("name") |
| 58 | + .help("help") |
| 59 | + .create(); |
| 60 | + |
| 61 | + io.prometheus.client.Gauge gauge = io.prometheus.client.Gauge.build() |
| 62 | + .name("name") |
| 63 | + .help("help") |
| 64 | + .labelNames("path", "status") |
| 65 | + .create(); |
| 66 | + |
| 67 | + this.dataPoint = gauge.labels("/", "200"); |
| 68 | + } |
| 69 | + } |
| 70 | + |
| 71 | + @State(Scope.Benchmark) |
| 72 | + public static class OpenTelemetryGauge { |
| 73 | + |
| 74 | + final LongGauge longGauge; |
| 75 | + final DoubleGauge doubleGauge; |
| 76 | + final Attributes attributes; |
| 77 | + |
| 78 | + public OpenTelemetryGauge() { |
| 79 | + |
| 80 | + SdkMeterProvider sdkMeterProvider = SdkMeterProvider.builder() |
| 81 | + .registerMetricReader(InMemoryMetricReader.create()) |
| 82 | + .setResource(Resource.getDefault()) |
| 83 | + .build(); |
| 84 | + OpenTelemetry openTelemetry = OpenTelemetrySdk.builder() |
| 85 | + .setMeterProvider(sdkMeterProvider) |
| 86 | + .build(); |
| 87 | + Meter meter = openTelemetry |
| 88 | + .meterBuilder("instrumentation-library-name") |
| 89 | + .setInstrumentationVersion("1.0.0") |
| 90 | + .build(); |
| 91 | + this.longGauge = meter |
| 92 | + .gaugeBuilder("test1") |
| 93 | + .setDescription("test") |
| 94 | + .ofLongs() |
| 95 | + .build(); |
| 96 | + this.doubleGauge = meter |
| 97 | + .gaugeBuilder("test2") |
| 98 | + .setDescription("test") |
| 99 | + .build(); |
| 100 | + this.attributes = Attributes.of( |
| 101 | + AttributeKey.stringKey("path"), "/", |
| 102 | + AttributeKey.stringKey("status"), "200"); |
| 103 | + } |
| 104 | + } |
| 105 | + |
| 106 | + @Benchmark |
| 107 | + @Threads(4) |
| 108 | + public GaugeDataPoint prometheus(RandomNumbers randomNumbers, PrometheusGauge gauge) { |
| 109 | + for (int i=0; i<randomNumbers.randomNumbers.length; i++) { |
| 110 | + gauge.dataPoint.set(randomNumbers.randomNumbers[i]); |
| 111 | + } |
| 112 | + return gauge.dataPoint; |
| 113 | + } |
| 114 | + |
| 115 | + @Benchmark |
| 116 | + @Threads(4) |
| 117 | + public DoubleGauge openTelemetryDoubleGauge(RandomNumbers randomNumbers, OpenTelemetryGauge gauge) { |
| 118 | + for (int i=0; i<randomNumbers.randomNumbers.length; i++) { |
| 119 | + gauge.doubleGauge.set(randomNumbers.randomNumbers[i], gauge.attributes); |
| 120 | + } |
| 121 | + return gauge.doubleGauge; |
| 122 | + } |
| 123 | + |
| 124 | + @Benchmark |
| 125 | + @Threads(4) |
| 126 | + public LongGauge openTelemetryLongGauge(RandomNumbers randomNumbers, OpenTelemetryGauge gauge) { |
| 127 | + for (int i=0; i<randomNumbers.randomNumbers.length; i++) { |
| 128 | + gauge.longGauge.set(1, gauge.attributes); |
| 129 | + } |
| 130 | + return gauge.longGauge; |
| 131 | + } |
| 132 | + |
| 133 | + @Benchmark |
| 134 | + @Threads(4) |
| 135 | + public io.prometheus.client.Gauge.Child simpleclient(RandomNumbers randomNumbers, SimpleclientGauge gauge) { |
| 136 | + for (int i=0; i<randomNumbers.randomNumbers.length; i++) { |
| 137 | + gauge.dataPoint.set(randomNumbers.randomNumbers[i]); |
| 138 | + } |
| 139 | + return gauge.dataPoint; |
| 140 | + } |
| 141 | +} |
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