kubernetes/pkg/controller/podautoscaler/metrics/metrics_client_test.go
Madhusudan.C.S fe26381c90 Support for both map-based and set-based selectors in extensions/v1beta1.Scale
Here are a list of changes along with an explanation of how they work:
1. Add a new string field called TargetSelector to the external version of
   extensions Scale type (extensions/v1beta1.Scale). This is a serialized
   version of either the map-based selector (in case of ReplicationControllers)
   or the unversioned.LabelSelector struct (in case of Deployments and
   ReplicaSets).
2. Change the selector field in the internal Scale type (extensions.Scale) to
   unversioned.LabelSelector.
3. Add conversion functions to convert from two external selector fields to a
   single internal selector field. The rules for conversion are as follows:
   i.   If the target resource that this scale targets supports LabelSelector
        (Deployments and ReplicaSets), then serialize the LabelSelector and
        store the string in the TargetSelector field in the external version
        and leave the map-based Selector field as nil.
   ii.  If the target resource only supports a map-based selector
        (ReplicationControllers), then still serialize that selector and
	store the serialized string in the TargetSelector field. Also,
	set the the Selector map field in the external Scale type.
   iii. When converting from external to internal version, parse the
        TargetSelector string into LabelSelector struct if the string isn't
	empty. If it is empty, then check if the Selector map is set and just
	assign that map to the MatchLabels component of the LabelSelector.
   iv.  When converting from internal to external version, serialize the
        LabelSelector and store it in the TargetSelector field. If only
	the MatchLabel component is set, then also copy that value to
	the Selector map field in the external version.
4. HPA now just converts the LabelSelector field to a Selector interface
   type to list the pods.
5. Scale Get and Update etcd methods for Deployments and ReplicaSets now
   return extensions.Scale instead of autoscaling.Scale.
6. Consequently, SubresourceGroupVersion override and is "autoscaling"
   enabled check is now removed from pkg/master/master.go
7. Other small changes to labels package, fuzzer and LabelSelector
   helpers to piece this all together.
8. Add unit tests to HPA targeting Deployments and ReplicaSets.
9. Add an e2e test to HPA targeting ReplicaSets.
2016-03-09 17:54:17 -08:00

456 lines
13 KiB
Go

/*
Copyright 2015 The Kubernetes Authors All rights reserved.
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 (
"encoding/json"
"fmt"
"io"
"testing"
"time"
"k8s.io/kubernetes/pkg/api"
"k8s.io/kubernetes/pkg/api/resource"
_ "k8s.io/kubernetes/pkg/apimachinery/registered"
"k8s.io/kubernetes/pkg/client/clientset_generated/internalclientset/fake"
"k8s.io/kubernetes/pkg/client/restclient"
"k8s.io/kubernetes/pkg/client/testing/core"
"k8s.io/kubernetes/pkg/labels"
"k8s.io/kubernetes/pkg/runtime"
heapster "k8s.io/heapster/api/v1/types"
"github.com/stretchr/testify/assert"
)
var fixedTimestamp = time.Date(2015, time.November, 10, 12, 30, 0, 0, time.UTC)
func (w fakeResponseWrapper) DoRaw() ([]byte, error) {
return w.raw, nil
}
func (w fakeResponseWrapper) Stream() (io.ReadCloser, error) {
return nil, nil
}
func newFakeResponseWrapper(raw []byte) fakeResponseWrapper {
return fakeResponseWrapper{raw: raw}
}
type fakeResponseWrapper struct {
raw []byte
}
// timestamp is used for establishing order on metricPoints
type metricPoint struct {
level uint64
timestamp int
}
type testCase struct {
replicas int
desiredValue float64
desiredError error
targetResource string
targetTimestamp int
reportedMetricsPoints [][]metricPoint
namespace string
podListOverride *api.PodList
selector labels.Selector
}
func (tc *testCase) prepareTestClient(t *testing.T) *fake.Clientset {
namespace := "test-namespace"
tc.namespace = namespace
podNamePrefix := "test-pod"
podLabels := map[string]string{"name": podNamePrefix}
tc.selector = labels.SelectorFromSet(podLabels)
fakeClient := &fake.Clientset{}
fakeClient.AddReactor("list", "pods", func(action core.Action) (handled bool, ret runtime.Object, err error) {
if tc.podListOverride != nil {
return true, tc.podListOverride, nil
}
obj := &api.PodList{}
for i := 0; i < tc.replicas; i++ {
podName := fmt.Sprintf("%s-%d", podNamePrefix, i)
pod := buildPod(namespace, podName, podLabels, api.PodRunning)
obj.Items = append(obj.Items, pod)
}
return true, obj, nil
})
fakeClient.AddProxyReactor("services", func(action core.Action) (handled bool, ret restclient.ResponseWrapper, err error) {
metrics := heapster.MetricResultList{}
var latestTimestamp time.Time
for _, reportedMetricPoints := range tc.reportedMetricsPoints {
var heapsterMetricPoints []heapster.MetricPoint
for _, reportedMetricPoint := range reportedMetricPoints {
timestamp := fixedTimestamp.Add(time.Duration(reportedMetricPoint.timestamp) * time.Minute)
if latestTimestamp.Before(timestamp) {
latestTimestamp = timestamp
}
heapsterMetricPoint := heapster.MetricPoint{timestamp, reportedMetricPoint.level, nil}
heapsterMetricPoints = append(heapsterMetricPoints, heapsterMetricPoint)
}
metric := heapster.MetricResult{
Metrics: heapsterMetricPoints,
LatestTimestamp: latestTimestamp,
}
metrics.Items = append(metrics.Items, metric)
}
heapsterRawMemResponse, _ := json.Marshal(&metrics)
return true, newFakeResponseWrapper(heapsterRawMemResponse), nil
})
return fakeClient
}
func buildPod(namespace, podName string, podLabels map[string]string, phase api.PodPhase) api.Pod {
return api.Pod{
ObjectMeta: api.ObjectMeta{
Name: podName,
Namespace: namespace,
Labels: podLabels,
},
Spec: api.PodSpec{
Containers: []api.Container{
{
Resources: api.ResourceRequirements{
Requests: api.ResourceList{
api.ResourceCPU: resource.MustParse("10"),
},
},
},
},
},
Status: api.PodStatus{
Phase: phase,
},
}
}
func (tc *testCase) verifyResults(t *testing.T, val *float64, timestamp time.Time, err error) {
assert.Equal(t, tc.desiredError, err)
if tc.desiredError != nil {
return
}
assert.NotNil(t, val)
assert.True(t, tc.desiredValue-0.001 < *val)
assert.True(t, tc.desiredValue+0.001 > *val)
targetTimestamp := fixedTimestamp.Add(time.Duration(tc.targetTimestamp) * time.Minute)
assert.Equal(t, targetTimestamp, timestamp)
}
func (tc *testCase) runTest(t *testing.T) {
testClient := tc.prepareTestClient(t)
metricsClient := NewHeapsterMetricsClient(testClient, DefaultHeapsterNamespace, DefaultHeapsterScheme, DefaultHeapsterService, DefaultHeapsterPort)
if tc.targetResource == "cpu-usage" {
val, _, timestamp, err := metricsClient.GetCpuConsumptionAndRequestInMillis(tc.namespace, tc.selector)
fval := float64(val)
tc.verifyResults(t, &fval, timestamp, err)
} else {
val, timestamp, err := metricsClient.GetCustomMetric(tc.targetResource, tc.namespace, tc.selector)
tc.verifyResults(t, val, timestamp, err)
}
}
func TestCPU(t *testing.T) {
tc := testCase{
replicas: 3,
desiredValue: 5000,
targetResource: "cpu-usage",
targetTimestamp: 1,
reportedMetricsPoints: [][]metricPoint{{{5000, 1}}, {{5000, 1}}, {{5000, 1}}},
}
tc.runTest(t)
}
func TestCPUPending(t *testing.T) {
tc := testCase{
replicas: 4,
desiredValue: 5000,
targetResource: "cpu-usage",
targetTimestamp: 1,
reportedMetricsPoints: [][]metricPoint{{{5000, 1}}, {{5000, 1}}, {{5000, 1}}},
podListOverride: &api.PodList{},
}
namespace := "test-namespace"
podNamePrefix := "test-pod"
podLabels := map[string]string{"name": podNamePrefix}
for i := 0; i < tc.replicas; i++ {
podName := fmt.Sprintf("%s-%d", podNamePrefix, i)
pod := buildPod(namespace, podName, podLabels, api.PodRunning)
tc.podListOverride.Items = append(tc.podListOverride.Items, pod)
}
tc.podListOverride.Items[0].Status.Phase = api.PodPending
tc.runTest(t)
}
func TestCPUAllPending(t *testing.T) {
tc := testCase{
replicas: 4,
targetResource: "cpu-usage",
targetTimestamp: 1,
reportedMetricsPoints: [][]metricPoint{},
podListOverride: &api.PodList{},
desiredError: fmt.Errorf("no running pods"),
}
namespace := "test-namespace"
podNamePrefix := "test-pod"
podLabels := map[string]string{"name": podNamePrefix}
for i := 0; i < tc.replicas; i++ {
podName := fmt.Sprintf("%s-%d", podNamePrefix, i)
pod := buildPod(namespace, podName, podLabels, api.PodPending)
tc.podListOverride.Items = append(tc.podListOverride.Items, pod)
}
tc.runTest(t)
}
func TestQPS(t *testing.T) {
tc := testCase{
replicas: 3,
desiredValue: 13.33333,
targetResource: "qps",
targetTimestamp: 1,
reportedMetricsPoints: [][]metricPoint{{{10, 1}}, {{20, 1}}, {{10, 1}}},
}
tc.runTest(t)
}
func TestQPSPending(t *testing.T) {
tc := testCase{
replicas: 4,
desiredValue: 13.33333,
targetResource: "qps",
targetTimestamp: 1,
reportedMetricsPoints: [][]metricPoint{{{10, 1}}, {{20, 1}}, {{10, 1}}},
podListOverride: &api.PodList{},
}
namespace := "test-namespace"
podNamePrefix := "test-pod"
podLabels := map[string]string{"name": podNamePrefix}
for i := 0; i < tc.replicas; i++ {
podName := fmt.Sprintf("%s-%d", podNamePrefix, i)
pod := buildPod(namespace, podName, podLabels, api.PodRunning)
tc.podListOverride.Items = append(tc.podListOverride.Items, pod)
}
tc.podListOverride.Items[0].Status.Phase = api.PodPending
tc.runTest(t)
}
func TestQPSAllPending(t *testing.T) {
tc := testCase{
replicas: 4,
desiredError: fmt.Errorf("no running pods"),
targetResource: "qps",
targetTimestamp: 1,
reportedMetricsPoints: [][]metricPoint{},
podListOverride: &api.PodList{},
}
namespace := "test-namespace"
podNamePrefix := "test-pod"
podLabels := map[string]string{"name": podNamePrefix}
for i := 0; i < tc.replicas; i++ {
podName := fmt.Sprintf("%s-%d", podNamePrefix, i)
pod := buildPod(namespace, podName, podLabels, api.PodPending)
tc.podListOverride.Items = append(tc.podListOverride.Items, pod)
}
tc.podListOverride.Items[0].Status.Phase = api.PodPending
tc.runTest(t)
}
func TestCPUSumEqualZero(t *testing.T) {
tc := testCase{
replicas: 3,
desiredValue: 0,
targetResource: "cpu-usage",
targetTimestamp: 0,
reportedMetricsPoints: [][]metricPoint{{{0, 0}}, {{0, 0}}, {{0, 0}}},
}
tc.runTest(t)
}
func TestQpsSumEqualZero(t *testing.T) {
tc := testCase{
replicas: 3,
desiredValue: 0,
targetResource: "qps",
targetTimestamp: 0,
reportedMetricsPoints: [][]metricPoint{{{0, 0}}, {{0, 0}}, {{0, 0}}},
}
tc.runTest(t)
}
func TestCPUMoreMetrics(t *testing.T) {
tc := testCase{
replicas: 5,
desiredValue: 5000,
targetResource: "cpu-usage",
targetTimestamp: 10,
reportedMetricsPoints: [][]metricPoint{
{{0, 3}, {0, 6}, {5, 4}, {9000, 10}},
{{5000, 2}, {10, 5}, {66, 1}, {0, 10}},
{{5000, 3}, {80, 5}, {6000, 10}},
{{5000, 3}, {40, 3}, {0, 9}, {200, 2}, {8000, 10}},
{{5000, 2}, {20, 2}, {2000, 10}}},
}
tc.runTest(t)
}
func TestCPUResultIsFloat(t *testing.T) {
tc := testCase{
replicas: 6,
desiredValue: 4783,
targetResource: "cpu-usage",
targetTimestamp: 4,
reportedMetricsPoints: [][]metricPoint{{{4000, 4}}, {{9500, 4}}, {{3000, 4}}, {{7000, 4}}, {{3200, 4}}, {{2000, 4}}},
}
tc.runTest(t)
}
func TestCPUSamplesWithRandomTimestamps(t *testing.T) {
tc := testCase{
replicas: 3,
desiredValue: 3000,
targetResource: "cpu-usage",
targetTimestamp: 3,
reportedMetricsPoints: [][]metricPoint{
{{1, 1}, {3000, 5}, {2, 2}},
{{2, 2}, {1, 1}, {3000, 3}},
{{3000, 4}, {1, 1}, {2, 2}}},
}
tc.runTest(t)
}
func TestCPUMissingMetrics(t *testing.T) {
tc := testCase{
replicas: 3,
targetResource: "cpu-usage",
desiredError: fmt.Errorf("metrics obtained for 1/3 of pods"),
reportedMetricsPoints: [][]metricPoint{{{4000, 4}}},
}
tc.runTest(t)
}
func TestQpsMissingMetrics(t *testing.T) {
tc := testCase{
replicas: 3,
targetResource: "qps",
desiredError: fmt.Errorf("metrics obtained for 1/3 of pods"),
reportedMetricsPoints: [][]metricPoint{{{4000, 4}}},
}
tc.runTest(t)
}
func TestCPUSuperfluousMetrics(t *testing.T) {
tc := testCase{
replicas: 3,
targetResource: "cpu-usage",
desiredError: fmt.Errorf("metrics obtained for 6/3 of pods"),
reportedMetricsPoints: [][]metricPoint{{{1000, 1}}, {{2000, 4}}, {{2000, 1}}, {{4000, 5}}, {{2000, 1}}, {{4000, 4}}},
}
tc.runTest(t)
}
func TestQpsSuperfluousMetrics(t *testing.T) {
tc := testCase{
replicas: 3,
targetResource: "qps",
desiredError: fmt.Errorf("metrics obtained for 6/3 of pods"),
reportedMetricsPoints: [][]metricPoint{{{1000, 1}}, {{2000, 4}}, {{2000, 1}}, {{4000, 5}}, {{2000, 1}}, {{4000, 4}}},
}
tc.runTest(t)
}
func TestCPUEmptyMetrics(t *testing.T) {
tc := testCase{
replicas: 3,
targetResource: "cpu-usage",
desiredError: fmt.Errorf("metrics obtained for 0/3 of pods"),
reportedMetricsPoints: [][]metricPoint{},
}
tc.runTest(t)
}
func TestCPUZeroReplicas(t *testing.T) {
tc := testCase{
replicas: 0,
targetResource: "cpu-usage",
desiredError: fmt.Errorf("some pods do not have request for cpu"),
reportedMetricsPoints: [][]metricPoint{},
}
tc.runTest(t)
}
func TestCPUEmptyMetricsForOnePod(t *testing.T) {
tc := testCase{
replicas: 3,
targetResource: "cpu-usage",
desiredError: fmt.Errorf("metrics obtained for 2/3 of pods"),
reportedMetricsPoints: [][]metricPoint{{}, {{100, 1}}, {{400, 2}, {300, 3}}},
}
tc.runTest(t)
}
func TestAggregateSum(t *testing.T) {
//calculateSumFromTimeSample(metrics heapster.MetricResultList, duration time.Duration) (sum intAndFloat, count int, timestamp time.Time) {
now := time.Now()
result := heapster.MetricResultList{
Items: []heapster.MetricResult{
{
Metrics: []heapster.MetricPoint{
{now, 50, nil},
{now.Add(-15 * time.Second), 100, nil},
{now.Add(-60 * time.Second), 100000, nil}},
LatestTimestamp: now,
},
},
}
sum, cnt, _ := calculateSumFromTimeSample(result, time.Minute)
assert.Equal(t, int64(75), sum.intValue)
assert.InEpsilon(t, 75.0, sum.floatValue, 0.1)
assert.Equal(t, 1, cnt)
}
func TestAggregateSumSingle(t *testing.T) {
now := time.Now()
result := heapster.MetricResultList{
Items: []heapster.MetricResult{
{
Metrics: []heapster.MetricPoint{
{now, 50, nil},
{now.Add(-65 * time.Second), 100000, nil}},
LatestTimestamp: now,
},
},
}
sum, cnt, _ := calculateSumFromTimeSample(result, time.Minute)
assert.Equal(t, int64(50), sum.intValue)
assert.InEpsilon(t, 50.0, sum.floatValue, 0.1)
assert.Equal(t, 1, cnt)
}
// TODO: add proper tests for request