kubernetes timing_ratio_histogram_test 源码

kubernetes timing_ratio_histogram_test 代码

文件路径：/staging/src/k8s.io/apiserver/pkg/util/flowcontrol/metrics/timing_ratio_histogram_test.go

/*
Copyright 2022 The Kubernetes 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 metrics

import (
	"errors"
	"fmt"
	"math/rand"
	"testing"
	"time"

	compbasemetrics "k8s.io/component-base/metrics"
	"k8s.io/klog/v2"
	testclock "k8s.io/utils/clock/testing"
)

const (
	ddtRangeCentiPeriods  = 300
	ddtOffsetCentiPeriods = 50
	numIterations         = 100
)

var errMetricNotFound = errors.New("not found")

func TestTimingRatioHistogramVecElementSimple(t *testing.T) {
	testHistogramName := "vec_element_simple"
	t0 := time.Now()
	clk := testclock.NewFakePassiveClock(t0)
	buckets := []float64{0, 1}
	vec := NewTestableTimingRatioHistogramVec(clk.Now,
		&compbasemetrics.TimingHistogramOpts{Name: testHistogramName, Buckets: buckets},
		"alabel",
	)
	toRegister := vec.metrics()
	registry := compbasemetrics.NewKubeRegistry()
	for _, reg := range toRegister {
		registry.MustRegister(reg)
	}
	tro, err := vec.NewForLabelValuesChecked(0, 1, []string{"avalue"})
	if err != nil {
		t.Error(err)
	}
	exerciseTimingRatioHistogram(t, testHistogramName, t0, clk, registry, tro)
}

func TestTimingRatioHistogramVecElementSafeEarly(t *testing.T) {
	testHistogramName := "vec_element_safe_early"
	t0 := time.Now()
	clk := testclock.NewFakePassiveClock(t0)
	buckets := []float64{0, 1}
	vec := NewTestableTimingRatioHistogramVec(clk.Now,
		&compbasemetrics.TimingHistogramOpts{Name: testHistogramName, Buckets: buckets},
		"alabel",
	)
	tro := vec.NewForLabelValuesSafe(0, 1, []string{"avalue"})
	toRegister := vec.metrics()
	registry := compbasemetrics.NewKubeRegistry()
	for _, reg := range toRegister {
		registry.MustRegister(reg)
	}
	exerciseTimingRatioHistogram(t, testHistogramName, t0, clk, registry, tro)
}

func TestTimingRatioHistogramVecElementSafeLate(t *testing.T) {
	testHistogramName := "vec_element_safe_late"
	t0 := time.Now()
	clk := testclock.NewFakePassiveClock(t0)
	buckets := []float64{0, 1}
	vec := NewTestableTimingRatioHistogramVec(clk.Now,
		&compbasemetrics.TimingHistogramOpts{Name: testHistogramName, Buckets: buckets},
		"alabel",
	)
	toRegister := vec.metrics()
	registry := compbasemetrics.NewKubeRegistry()
	for _, reg := range toRegister {
		registry.MustRegister(reg)
	}
	tro := vec.NewForLabelValuesSafe(0, 1, []string{"avalue"})
	exerciseTimingRatioHistogram(t, testHistogramName, t0, clk, registry, tro)
}

// exerciseTimingRatioHistogram does a rough behavioral test of a
// RatioedObserver.  A fake clock is used, and the exercise consists
// of repeatedly changing that fake clock by an amount of time chosen
// uniformly at random from a range that goes from a little negative
// to somewhat more than two milliseconds.  The negative changes are
// included because small negative changes have been observed in real
// monotonic clock readings (see issue #96459) and we want to test
// that they are properly tolerated.  The designed toleration is to
// pretend that the clock did not change, until it resumes net forward
// progress.  The exercise checks that the count in the observer is
// correct at each step.  The observer is expected to get one
// observation at the end of each nanosecond.
func exerciseTimingRatioHistogram(t *testing.T, histogramName string, t0 time.Time, clk *testclock.FakePassiveClock, registry compbasemetrics.KubeRegistry, tro RatioedGauge) {
	samplingPeriod := time.Nanosecond
	steppingPeriod := time.Millisecond
	tro.Set(1)
	// `dt` is the admitted cumulative difference in fake time
	// since the start of the test.  "admitted" means this is
	// never allowed to decrease, which matches the designed
	// toleration for negative monotonic clock changes.
	var dt time.Duration
	// `t1` is the current fake time
	t1 := t0.Add(dt)
	klog.Infof("Expect about %v warnings about time going backwards; this is fake time deliberately misbehaving.", (numIterations*ddtOffsetCentiPeriods)/ddtRangeCentiPeriods)
	t.Logf("t0=%s", t0)
	for i := 0; i < numIterations; i++ {
		// `ddt` is the next step to take in fake time
		ddt := time.Duration(rand.Intn(ddtRangeCentiPeriods)-ddtOffsetCentiPeriods) * steppingPeriod / 100
		t1 = t1.Add(ddt)
		diff := t1.Sub(t0)
		if diff > dt {
			dt = diff
		}
		clk.SetTime(t1)
		tro.Set(1)
		expectedCount := int64(dt / samplingPeriod)
		actualCount, err := getHistogramCount(registry, histogramName)
		if err != nil && !(err == errMetricNotFound && expectedCount == 0) {
			t.Fatalf("For t0=%s, t1=%s, failed to getHistogramCount: %#+v", t0, t1, err)
		}
		t.Logf("For i=%d, ddt=%s, t1=%s, diff=%s, dt=%s, count=%d", i, ddt, t1, diff, dt, actualCount)
		if expectedCount != actualCount {
			t.Errorf("For i=%d, t0=%s, ddt=%s, t1=%s, expectedCount=%d, actualCount=%d", i, t0, ddt, t1, expectedCount, actualCount)
		}
	}
}

/* getHistogramCount returns the count of the named histogram or an error (if any) */
func getHistogramCount(registry compbasemetrics.KubeRegistry, metricName string) (int64, error) {
	mfs, err := registry.Gather()
	if err != nil {
		return 0, fmt.Errorf("failed to gather metrics: %w", err)
	}
	for _, mf := range mfs {
		thisName := mf.GetName()
		if thisName != metricName {
			continue
		}
		metric := mf.GetMetric()[0]
		hist := metric.GetHistogram()
		if hist == nil {
			return 0, errors.New("dto.Metric has nil Histogram")
		}
		if hist.SampleCount == nil {
			return 0, errors.New("dto.Histogram has nil SampleCount")
		}
		return int64(*hist.SampleCount), nil
	}
	return 0, errMetricNotFound
}

func BenchmarkTimingRatioHistogram(b *testing.B) {
	b.StopTimer()
	now := time.Now()
	clk := testclock.NewFakePassiveClock(now)
	th := NewTestableTimingRatioHistogram(clk.Now,
		&TimingRatioHistogramOpts{
			compbasemetrics.TimingHistogramOpts{
				Namespace: "testns",
				Subsystem: "testsubsys",
				Name:      "testhist",
				Help:      "Me",
				Buckets:   []float64{1, 2, 4, 8, 16, 32},
			},
			1})
	registry := compbasemetrics.NewKubeRegistry()
	registry.MustRegister(th)
	var x int
	b.StartTimer()
	for i := 0; i < b.N; i++ {
		delta := (i % 6) + 1
		now = now.Add(time.Duration(delta) * time.Millisecond)
		clk.SetTime(now)
		th.Set(float64(x))
		x = (x + i) % 60
	}
}

func BenchmarkTimingRatioHistogramVecElementSimple(b *testing.B) {
	b.StopTimer()
	now := time.Now()
	clk := testclock.NewFakePassiveClock(now)
	thv := NewTestableTimingRatioHistogramVec(clk.Now,
		&compbasemetrics.TimingHistogramOpts{
			Namespace: "testns",
			Subsystem: "testsubsys",
			Name:      "testhist",
			Help:      "Me",
			Buckets:   []float64{1, 2, 4, 8, 16, 32},
		},
		"labelname")
	registry := compbasemetrics.NewKubeRegistry()
	registry.MustRegister(thv.metrics()...)
	th, err := thv.NewForLabelValuesChecked(0, 3, []string{"labelvalue"})
	if err != nil {
		b.Error(err)
	}
	var x int
	b.StartTimer()
	for i := 0; i < b.N; i++ {
		delta := (i % 6) + 1
		now = now.Add(time.Duration(delta) * time.Millisecond)
		clk.SetTime(now)
		th.Set(float64(x))
		x = (x + i) % 60
	}
}

func BenchmarkTimingRatioHistogramVecElementSafeEarly(b *testing.B) {
	b.StopTimer()
	now := time.Now()
	clk := testclock.NewFakePassiveClock(now)
	thv := NewTestableTimingRatioHistogramVec(clk.Now,
		&compbasemetrics.TimingHistogramOpts{
			Namespace: "testns",
			Subsystem: "testsubsys",
			Name:      "testhist",
			Help:      "Me",
			Buckets:   []float64{1, 2, 4, 8, 16, 32},
		},
		"labelname")
	th := thv.NewForLabelValuesSafe(0, 3, []string{"labelvalue"})
	registry := compbasemetrics.NewKubeRegistry()
	registry.MustRegister(thv.metrics()...)
	var x int
	b.StartTimer()
	for i := 0; i < b.N; i++ {
		delta := (i % 6) + 1
		now = now.Add(time.Duration(delta) * time.Millisecond)
		clk.SetTime(now)
		th.Set(float64(x))
		x = (x + i) % 60
	}
}

func BenchmarkTimingRatioHistogramVecElementSafeLate(b *testing.B) {
	b.StopTimer()
	now := time.Now()
	clk := testclock.NewFakePassiveClock(now)
	thv := NewTestableTimingRatioHistogramVec(clk.Now,
		&compbasemetrics.TimingHistogramOpts{
			Namespace: "testns",
			Subsystem: "testsubsys",
			Name:      "testhist",
			Help:      "Me",
			Buckets:   []float64{1, 2, 4, 8, 16, 32},
		},
		"labelname")
	registry := compbasemetrics.NewKubeRegistry()
	registry.MustRegister(thv.metrics()...)
	th := thv.NewForLabelValuesSafe(0, 3, []string{"labelvalue"})
	var x int
	b.StartTimer()
	for i := 0; i < b.N; i++ {
		delta := (i % 6) + 1
		now = now.Add(time.Duration(delta) * time.Millisecond)
		clk.SetTime(now)
		th.Set(float64(x))
		x = (x + i) % 60
	}
}

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