diff options
Diffstat (limited to 'vendor/github.com/prometheus/client_golang/prometheus/histogram_test.go')
-rw-r--r-- | vendor/github.com/prometheus/client_golang/prometheus/histogram_test.go | 326 |
1 files changed, 326 insertions, 0 deletions
diff --git a/vendor/github.com/prometheus/client_golang/prometheus/histogram_test.go b/vendor/github.com/prometheus/client_golang/prometheus/histogram_test.go new file mode 100644 index 000000000..d1242e08d --- /dev/null +++ b/vendor/github.com/prometheus/client_golang/prometheus/histogram_test.go @@ -0,0 +1,326 @@ +// Copyright 2015 The Prometheus 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 prometheus + +import ( + "math" + "math/rand" + "reflect" + "sort" + "sync" + "testing" + "testing/quick" + + dto "github.com/prometheus/client_model/go" +) + +func benchmarkHistogramObserve(w int, b *testing.B) { + b.StopTimer() + + wg := new(sync.WaitGroup) + wg.Add(w) + + g := new(sync.WaitGroup) + g.Add(1) + + s := NewHistogram(HistogramOpts{}) + + for i := 0; i < w; i++ { + go func() { + g.Wait() + + for i := 0; i < b.N; i++ { + s.Observe(float64(i)) + } + + wg.Done() + }() + } + + b.StartTimer() + g.Done() + wg.Wait() +} + +func BenchmarkHistogramObserve1(b *testing.B) { + benchmarkHistogramObserve(1, b) +} + +func BenchmarkHistogramObserve2(b *testing.B) { + benchmarkHistogramObserve(2, b) +} + +func BenchmarkHistogramObserve4(b *testing.B) { + benchmarkHistogramObserve(4, b) +} + +func BenchmarkHistogramObserve8(b *testing.B) { + benchmarkHistogramObserve(8, b) +} + +func benchmarkHistogramWrite(w int, b *testing.B) { + b.StopTimer() + + wg := new(sync.WaitGroup) + wg.Add(w) + + g := new(sync.WaitGroup) + g.Add(1) + + s := NewHistogram(HistogramOpts{}) + + for i := 0; i < 1000000; i++ { + s.Observe(float64(i)) + } + + for j := 0; j < w; j++ { + outs := make([]dto.Metric, b.N) + + go func(o []dto.Metric) { + g.Wait() + + for i := 0; i < b.N; i++ { + s.Write(&o[i]) + } + + wg.Done() + }(outs) + } + + b.StartTimer() + g.Done() + wg.Wait() +} + +func BenchmarkHistogramWrite1(b *testing.B) { + benchmarkHistogramWrite(1, b) +} + +func BenchmarkHistogramWrite2(b *testing.B) { + benchmarkHistogramWrite(2, b) +} + +func BenchmarkHistogramWrite4(b *testing.B) { + benchmarkHistogramWrite(4, b) +} + +func BenchmarkHistogramWrite8(b *testing.B) { + benchmarkHistogramWrite(8, b) +} + +// Intentionally adding +Inf here to test if that case is handled correctly. +// Also, getCumulativeCounts depends on it. +var testBuckets = []float64{-2, -1, -0.5, 0, 0.5, 1, 2, math.Inf(+1)} + +func TestHistogramConcurrency(t *testing.T) { + if testing.Short() { + t.Skip("Skipping test in short mode.") + } + + rand.Seed(42) + + it := func(n uint32) bool { + mutations := int(n%1e4 + 1e4) + concLevel := int(n%5 + 1) + total := mutations * concLevel + + var start, end sync.WaitGroup + start.Add(1) + end.Add(concLevel) + + sum := NewHistogram(HistogramOpts{ + Name: "test_histogram", + Help: "helpless", + Buckets: testBuckets, + }) + + allVars := make([]float64, total) + var sampleSum float64 + for i := 0; i < concLevel; i++ { + vals := make([]float64, mutations) + for j := 0; j < mutations; j++ { + v := rand.NormFloat64() + vals[j] = v + allVars[i*mutations+j] = v + sampleSum += v + } + + go func(vals []float64) { + start.Wait() + for _, v := range vals { + sum.Observe(v) + } + end.Done() + }(vals) + } + sort.Float64s(allVars) + start.Done() + end.Wait() + + m := &dto.Metric{} + sum.Write(m) + if got, want := int(*m.Histogram.SampleCount), total; got != want { + t.Errorf("got sample count %d, want %d", got, want) + } + if got, want := *m.Histogram.SampleSum, sampleSum; math.Abs((got-want)/want) > 0.001 { + t.Errorf("got sample sum %f, want %f", got, want) + } + + wantCounts := getCumulativeCounts(allVars) + + if got, want := len(m.Histogram.Bucket), len(testBuckets)-1; got != want { + t.Errorf("got %d buckets in protobuf, want %d", got, want) + } + for i, wantBound := range testBuckets { + if i == len(testBuckets)-1 { + break // No +Inf bucket in protobuf. + } + if gotBound := *m.Histogram.Bucket[i].UpperBound; gotBound != wantBound { + t.Errorf("got bound %f, want %f", gotBound, wantBound) + } + if gotCount, wantCount := *m.Histogram.Bucket[i].CumulativeCount, wantCounts[i]; gotCount != wantCount { + t.Errorf("got count %d, want %d", gotCount, wantCount) + } + } + return true + } + + if err := quick.Check(it, nil); err != nil { + t.Error(err) + } +} + +func TestHistogramVecConcurrency(t *testing.T) { + if testing.Short() { + t.Skip("Skipping test in short mode.") + } + + rand.Seed(42) + + objectives := make([]float64, 0, len(DefObjectives)) + for qu := range DefObjectives { + + objectives = append(objectives, qu) + } + sort.Float64s(objectives) + + it := func(n uint32) bool { + mutations := int(n%1e4 + 1e4) + concLevel := int(n%7 + 1) + vecLength := int(n%3 + 1) + + var start, end sync.WaitGroup + start.Add(1) + end.Add(concLevel) + + his := NewHistogramVec( + HistogramOpts{ + Name: "test_histogram", + Help: "helpless", + Buckets: []float64{-2, -1, -0.5, 0, 0.5, 1, 2, math.Inf(+1)}, + }, + []string{"label"}, + ) + + allVars := make([][]float64, vecLength) + sampleSums := make([]float64, vecLength) + for i := 0; i < concLevel; i++ { + vals := make([]float64, mutations) + picks := make([]int, mutations) + for j := 0; j < mutations; j++ { + v := rand.NormFloat64() + vals[j] = v + pick := rand.Intn(vecLength) + picks[j] = pick + allVars[pick] = append(allVars[pick], v) + sampleSums[pick] += v + } + + go func(vals []float64) { + start.Wait() + for i, v := range vals { + his.WithLabelValues(string('A' + picks[i])).Observe(v) + } + end.Done() + }(vals) + } + for _, vars := range allVars { + sort.Float64s(vars) + } + start.Done() + end.Wait() + + for i := 0; i < vecLength; i++ { + m := &dto.Metric{} + s := his.WithLabelValues(string('A' + i)) + s.Write(m) + + if got, want := len(m.Histogram.Bucket), len(testBuckets)-1; got != want { + t.Errorf("got %d buckets in protobuf, want %d", got, want) + } + if got, want := int(*m.Histogram.SampleCount), len(allVars[i]); got != want { + t.Errorf("got sample count %d, want %d", got, want) + } + if got, want := *m.Histogram.SampleSum, sampleSums[i]; math.Abs((got-want)/want) > 0.001 { + t.Errorf("got sample sum %f, want %f", got, want) + } + + wantCounts := getCumulativeCounts(allVars[i]) + + for j, wantBound := range testBuckets { + if j == len(testBuckets)-1 { + break // No +Inf bucket in protobuf. + } + if gotBound := *m.Histogram.Bucket[j].UpperBound; gotBound != wantBound { + t.Errorf("got bound %f, want %f", gotBound, wantBound) + } + if gotCount, wantCount := *m.Histogram.Bucket[j].CumulativeCount, wantCounts[j]; gotCount != wantCount { + t.Errorf("got count %d, want %d", gotCount, wantCount) + } + } + } + return true + } + + if err := quick.Check(it, nil); err != nil { + t.Error(err) + } +} + +func getCumulativeCounts(vars []float64) []uint64 { + counts := make([]uint64, len(testBuckets)) + for _, v := range vars { + for i := len(testBuckets) - 1; i >= 0; i-- { + if v > testBuckets[i] { + break + } + counts[i]++ + } + } + return counts +} + +func TestBuckets(t *testing.T) { + got := LinearBuckets(-15, 5, 6) + want := []float64{-15, -10, -5, 0, 5, 10} + if !reflect.DeepEqual(got, want) { + t.Errorf("linear buckets: got %v, want %v", got, want) + } + + got = ExponentialBuckets(100, 1.2, 3) + want = []float64{100, 120, 144} + if !reflect.DeepEqual(got, want) { + t.Errorf("linear buckets: got %v, want %v", got, want) + } +} |