// Copyright The OpenTelemetry Authors // // 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. package metric_test import ( "context" "fmt" "math/rand" "strings" "testing" "go.opentelemetry.io/otel/api/kv" "go.opentelemetry.io/otel/api/label" "go.opentelemetry.io/otel/api/metric" export "go.opentelemetry.io/otel/sdk/export/metric" sdk "go.opentelemetry.io/otel/sdk/metric" "go.opentelemetry.io/otel/sdk/metric/aggregator/ddsketch" "go.opentelemetry.io/otel/sdk/metric/aggregator/lastvalue" "go.opentelemetry.io/otel/sdk/metric/aggregator/minmaxsumcount" "go.opentelemetry.io/otel/sdk/metric/aggregator/sum" ) type processFunc func(context.Context, export.Record) error type benchFixture struct { meter metric.MeterMust accumulator *sdk.Accumulator B *testing.B pcb processFunc } func newFixture(b *testing.B) *benchFixture { b.ReportAllocs() bf := &benchFixture{ B: b, } bf.accumulator = sdk.NewAccumulator(bf) bf.meter = metric.Must(metric.WrapMeterImpl(bf.accumulator, "benchmarks")) return bf } func (f *benchFixture) setProcessCallback(cb processFunc) { f.pcb = cb } func (*benchFixture) AggregatorFor(descriptor *metric.Descriptor) export.Aggregator { name := descriptor.Name() switch { case strings.HasSuffix(name, "counter"): return sum.New() case strings.HasSuffix(name, "lastvalue"): return lastvalue.New() default: if strings.HasSuffix(descriptor.Name(), "minmaxsumcount") { return minmaxsumcount.New(descriptor) } else if strings.HasSuffix(descriptor.Name(), "ddsketch") { return ddsketch.New(ddsketch.NewDefaultConfig(), descriptor) } else if strings.HasSuffix(descriptor.Name(), "array") { return ddsketch.New(ddsketch.NewDefaultConfig(), descriptor) } } return nil } func (f *benchFixture) Process(ctx context.Context, rec export.Record) error { if f.pcb == nil { return nil } return f.pcb(ctx, rec) } func (*benchFixture) CheckpointSet() export.CheckpointSet { return nil } func (*benchFixture) FinishedCollection() { } func makeManyLabels(n int) [][]kv.KeyValue { r := make([][]kv.KeyValue, n) for i := 0; i < n; i++ { r[i] = makeLabels(1) } return r } func makeLabels(n int) []kv.KeyValue { used := map[string]bool{} l := make([]kv.KeyValue, n) for i := 0; i < n; i++ { var k string for { k = fmt.Sprint("k", rand.Intn(1000000000)) if !used[k] { used[k] = true break } } l[i] = kv.Key(k).String(fmt.Sprint("v", rand.Intn(1000000000))) } return l } func benchmarkLabels(b *testing.B, n int) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(n) cnt := fix.meter.NewInt64Counter("int64.counter") b.ResetTimer() for i := 0; i < b.N; i++ { cnt.Add(ctx, 1, labs...) } } func BenchmarkInt64CounterAddWithLabels_1(b *testing.B) { benchmarkLabels(b, 1) } func BenchmarkInt64CounterAddWithLabels_2(b *testing.B) { benchmarkLabels(b, 2) } func BenchmarkInt64CounterAddWithLabels_4(b *testing.B) { benchmarkLabels(b, 4) } func BenchmarkInt64CounterAddWithLabels_8(b *testing.B) { benchmarkLabels(b, 8) } func BenchmarkInt64CounterAddWithLabels_16(b *testing.B) { benchmarkLabels(b, 16) } // Note: performance does not depend on label set size for the // benchmarks below--all are benchmarked for a single label. func BenchmarkAcquireNewHandle(b *testing.B) { fix := newFixture(b) labelSets := makeManyLabels(b.N) cnt := fix.meter.NewInt64Counter("int64.counter") b.ResetTimer() for i := 0; i < b.N; i++ { cnt.Bind(labelSets[i]...) } } func BenchmarkAcquireExistingHandle(b *testing.B) { fix := newFixture(b) labelSets := makeManyLabels(b.N) cnt := fix.meter.NewInt64Counter("int64.counter") for i := 0; i < b.N; i++ { cnt.Bind(labelSets[i]...).Unbind() } b.ResetTimer() for i := 0; i < b.N; i++ { cnt.Bind(labelSets[i]...) } } func BenchmarkAcquireReleaseExistingHandle(b *testing.B) { fix := newFixture(b) labelSets := makeManyLabels(b.N) cnt := fix.meter.NewInt64Counter("int64.counter") for i := 0; i < b.N; i++ { cnt.Bind(labelSets[i]...).Unbind() } b.ResetTimer() for i := 0; i < b.N; i++ { cnt.Bind(labelSets[i]...).Unbind() } } // Iterators var benchmarkIteratorVar kv.KeyValue func benchmarkIterator(b *testing.B, n int) { fix := newFixture(b) fix.setProcessCallback(func(ctx context.Context, rec export.Record) error { var kv kv.KeyValue li := rec.Labels().Iter() fix.B.StartTimer() for i := 0; i < fix.B.N; i++ { iter := li // test getting only the first element if iter.Next() { kv = iter.Label() } } fix.B.StopTimer() benchmarkIteratorVar = kv return nil }) cnt := fix.meter.NewInt64Counter("int64.counter") ctx := context.Background() cnt.Add(ctx, 1, makeLabels(n)...) b.ResetTimer() fix.accumulator.Collect(ctx) } func BenchmarkIterator_0(b *testing.B) { benchmarkIterator(b, 0) } func BenchmarkIterator_1(b *testing.B) { benchmarkIterator(b, 1) } func BenchmarkIterator_2(b *testing.B) { benchmarkIterator(b, 2) } func BenchmarkIterator_4(b *testing.B) { benchmarkIterator(b, 4) } func BenchmarkIterator_8(b *testing.B) { benchmarkIterator(b, 8) } func BenchmarkIterator_16(b *testing.B) { benchmarkIterator(b, 16) } // Counters func BenchmarkInt64CounterAdd(b *testing.B) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) cnt := fix.meter.NewInt64Counter("int64.counter") b.ResetTimer() for i := 0; i < b.N; i++ { cnt.Add(ctx, 1, labs...) } } func BenchmarkInt64CounterHandleAdd(b *testing.B) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) cnt := fix.meter.NewInt64Counter("int64.counter") handle := cnt.Bind(labs...) b.ResetTimer() for i := 0; i < b.N; i++ { handle.Add(ctx, 1) } } func BenchmarkFloat64CounterAdd(b *testing.B) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) cnt := fix.meter.NewFloat64Counter("float64.counter") b.ResetTimer() for i := 0; i < b.N; i++ { cnt.Add(ctx, 1.1, labs...) } } func BenchmarkFloat64CounterHandleAdd(b *testing.B) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) cnt := fix.meter.NewFloat64Counter("float64.counter") handle := cnt.Bind(labs...) b.ResetTimer() for i := 0; i < b.N; i++ { handle.Add(ctx, 1.1) } } // LastValue func BenchmarkInt64LastValueAdd(b *testing.B) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) mea := fix.meter.NewInt64ValueRecorder("int64.lastvalue") b.ResetTimer() for i := 0; i < b.N; i++ { mea.Record(ctx, int64(i), labs...) } } func BenchmarkInt64LastValueHandleAdd(b *testing.B) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) mea := fix.meter.NewInt64ValueRecorder("int64.lastvalue") handle := mea.Bind(labs...) b.ResetTimer() for i := 0; i < b.N; i++ { handle.Record(ctx, int64(i)) } } func BenchmarkFloat64LastValueAdd(b *testing.B) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) mea := fix.meter.NewFloat64ValueRecorder("float64.lastvalue") b.ResetTimer() for i := 0; i < b.N; i++ { mea.Record(ctx, float64(i), labs...) } } func BenchmarkFloat64LastValueHandleAdd(b *testing.B) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) mea := fix.meter.NewFloat64ValueRecorder("float64.lastvalue") handle := mea.Bind(labs...) b.ResetTimer() for i := 0; i < b.N; i++ { handle.Record(ctx, float64(i)) } } // ValueRecorders func benchmarkInt64ValueRecorderAdd(b *testing.B, name string) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) mea := fix.meter.NewInt64ValueRecorder(name) b.ResetTimer() for i := 0; i < b.N; i++ { mea.Record(ctx, int64(i), labs...) } } func benchmarkInt64ValueRecorderHandleAdd(b *testing.B, name string) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) mea := fix.meter.NewInt64ValueRecorder(name) handle := mea.Bind(labs...) b.ResetTimer() for i := 0; i < b.N; i++ { handle.Record(ctx, int64(i)) } } func benchmarkFloat64ValueRecorderAdd(b *testing.B, name string) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) mea := fix.meter.NewFloat64ValueRecorder(name) b.ResetTimer() for i := 0; i < b.N; i++ { mea.Record(ctx, float64(i), labs...) } } func benchmarkFloat64ValueRecorderHandleAdd(b *testing.B, name string) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) mea := fix.meter.NewFloat64ValueRecorder(name) handle := mea.Bind(labs...) b.ResetTimer() for i := 0; i < b.N; i++ { handle.Record(ctx, float64(i)) } } // Observers func BenchmarkObserverRegistration(b *testing.B) { fix := newFixture(b) names := make([]string, 0, b.N) for i := 0; i < b.N; i++ { names = append(names, fmt.Sprintf("test.observer.%d", i)) } cb := func(result metric.Int64ObserverResult) {} b.ResetTimer() for i := 0; i < b.N; i++ { fix.meter.RegisterInt64Observer(names[i], cb) } } func BenchmarkObserverObservationInt64(b *testing.B) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) _ = fix.meter.RegisterInt64Observer("test.observer", func(result metric.Int64ObserverResult) { for i := 0; i < b.N; i++ { result.Observe((int64)(i), labs...) } }) b.ResetTimer() fix.accumulator.Collect(ctx) } func BenchmarkObserverObservationFloat64(b *testing.B) { ctx := context.Background() fix := newFixture(b) labs := makeLabels(1) _ = fix.meter.RegisterFloat64Observer("test.observer", func(result metric.Float64ObserverResult) { for i := 0; i < b.N; i++ { result.Observe((float64)(i), labs...) } }) b.ResetTimer() fix.accumulator.Collect(ctx) } // MaxSumCount func BenchmarkInt64MaxSumCountAdd(b *testing.B) { benchmarkInt64ValueRecorderAdd(b, "int64.minmaxsumcount") } func BenchmarkInt64MaxSumCountHandleAdd(b *testing.B) { benchmarkInt64ValueRecorderHandleAdd(b, "int64.minmaxsumcount") } func BenchmarkFloat64MaxSumCountAdd(b *testing.B) { benchmarkFloat64ValueRecorderAdd(b, "float64.minmaxsumcount") } func BenchmarkFloat64MaxSumCountHandleAdd(b *testing.B) { benchmarkFloat64ValueRecorderHandleAdd(b, "float64.minmaxsumcount") } // DDSketch func BenchmarkInt64DDSketchAdd(b *testing.B) { benchmarkInt64ValueRecorderAdd(b, "int64.ddsketch") } func BenchmarkInt64DDSketchHandleAdd(b *testing.B) { benchmarkInt64ValueRecorderHandleAdd(b, "int64.ddsketch") } func BenchmarkFloat64DDSketchAdd(b *testing.B) { benchmarkFloat64ValueRecorderAdd(b, "float64.ddsketch") } func BenchmarkFloat64DDSketchHandleAdd(b *testing.B) { benchmarkFloat64ValueRecorderHandleAdd(b, "float64.ddsketch") } // Array func BenchmarkInt64ArrayAdd(b *testing.B) { benchmarkInt64ValueRecorderAdd(b, "int64.array") } func BenchmarkInt64ArrayHandleAdd(b *testing.B) { benchmarkInt64ValueRecorderHandleAdd(b, "int64.array") } func BenchmarkFloat64ArrayAdd(b *testing.B) { benchmarkFloat64ValueRecorderAdd(b, "float64.array") } func BenchmarkFloat64ArrayHandleAdd(b *testing.B) { benchmarkFloat64ValueRecorderHandleAdd(b, "float64.array") } // BatchRecord func benchmarkBatchRecord8Labels(b *testing.B, numInst int) { const numLabels = 8 ctx := context.Background() fix := newFixture(b) labs := makeLabels(numLabels) var meas []metric.Measurement for i := 0; i < numInst; i++ { inst := fix.meter.NewInt64Counter(fmt.Sprint("int64.counter.", i)) meas = append(meas, inst.Measurement(1)) } b.ResetTimer() for i := 0; i < b.N; i++ { fix.accumulator.RecordBatch(ctx, labs, meas...) } } func BenchmarkBatchRecord8Labels_1Instrument(b *testing.B) { benchmarkBatchRecord8Labels(b, 1) } func BenchmarkBatchRecord_8Labels_2Instruments(b *testing.B) { benchmarkBatchRecord8Labels(b, 2) } func BenchmarkBatchRecord_8Labels_4Instruments(b *testing.B) { benchmarkBatchRecord8Labels(b, 4) } func BenchmarkBatchRecord_8Labels_8Instruments(b *testing.B) { benchmarkBatchRecord8Labels(b, 8) } // Record creation func BenchmarkRepeatedDirectCalls(b *testing.B) { ctx := context.Background() fix := newFixture(b) encoder := label.DefaultEncoder() fix.pcb = func(_ context.Context, rec export.Record) error { _ = rec.Labels().Encoded(encoder) return nil } c := fix.meter.NewInt64Counter("int64.counter") k := kv.String("bench", "true") b.ResetTimer() for i := 0; i < b.N; i++ { c.Add(ctx, 1, k) fix.accumulator.Collect(ctx) } } // LabelIterator func BenchmarkLabelIterator(b *testing.B) { const labelCount = 1024 ctx := context.Background() fix := newFixture(b) var rec export.Record fix.pcb = func(_ context.Context, processRec export.Record) error { rec = processRec return nil } keyValues := makeLabels(labelCount) counter := fix.meter.NewInt64Counter("test.counter") counter.Add(ctx, 1, keyValues...) fix.accumulator.Collect(ctx) b.ResetTimer() labels := rec.Labels() iter := labels.Iter() var val kv.KeyValue for i := 0; i < b.N; i++ { if !iter.Next() { iter = labels.Iter() iter.Next() } val = iter.Label() } if false { fmt.Println(val) } }