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Add a slow e2e test to monitor kubelet resource usage
This test tracks kubelet resource usage over a long period of time (1hr) when running N pods (e.g., N=0,50), and prints out the resource usage. This would give us an idea how much kubelet's management overhead is in a stable cluster. Some followup items: * Use a more realistic workload (e.g., including probing) * Fail the test if the resource usage is too high. Caveat: * We assume the scheduler would do a decent job distributing the pause pods, but we should double check. * Cluster addon pods could be unevenly distributed and skews the resource usage on nodes.
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@ -134,6 +134,7 @@ GCE_FLAKY_TESTS=(
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GCE_SLOW_TESTS=(
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"SchedulerPredicates\svalidates\sMaxPods\slimit " # 8 min, file: scheduler_predicates.go, PR: #13315
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"Nodes\sResize" # 3 min 30 sec, file: resize_nodes.go, issue: #13323
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"resource\susage\stracking" # 1 hour, file: kubelet_perf.go, slow by design
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)
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# Tests which are not able to be run in parallel.
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@ -147,6 +148,7 @@ GCE_PARALLEL_SKIP_TESTS=(
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"SchedulerPredicates"
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"Services.*restarting"
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"Shell.*services"
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"resource\susage\stracking"
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)
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# Tests which are known to be flaky when run in parallel.
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@ -37,7 +37,6 @@ const (
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pollInterval = 1 * time.Second
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// Interval to poll /stats/container on a node
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containerStatsPollingInterval = 5 * time.Second
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resourceCollectionTime = 1 * time.Minute
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)
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// getPodMatches returns a set of pod names on the given node that matches the
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@ -160,16 +159,4 @@ var _ = Describe("kubelet", func() {
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})
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}
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})
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Describe("Monitor resource usage on node", func() {
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It("Ask kubelet to report container resource usage", func() {
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// TODO: After gathering some numbers, we should set a resource
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// limit for each container and fail the test if the usage exceeds
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// the preset limit.
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By(fmt.Sprintf("Waiting %v to collect resource usage on node", resourceCollectionTime))
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time.Sleep(resourceCollectionTime)
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resourceMonitor.LogLatest()
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resourceMonitor.LogCPUSummary()
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})
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})
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})
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121
test/e2e/kubelet_perf.go
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121
test/e2e/kubelet_perf.go
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@ -0,0 +1,121 @@
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/*
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Copyright 2015 The Kubernetes Authors All rights reserved.
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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*/
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package e2e
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import (
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"fmt"
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"time"
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client "k8s.io/kubernetes/pkg/client/unversioned"
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"k8s.io/kubernetes/pkg/fields"
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"k8s.io/kubernetes/pkg/labels"
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"k8s.io/kubernetes/pkg/util"
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"k8s.io/kubernetes/pkg/util/sets"
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. "github.com/onsi/ginkgo"
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. "github.com/onsi/gomega"
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)
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const (
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// Interval to poll /stats/container on a node
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containerStatsPollingPeriod = 10 * time.Second
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// The monitoring time for one test.
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monitoringTime = 30 * time.Minute
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// The periodic reporting period.
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reportingPeriod = 5 * time.Minute
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)
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func logPodsOnNodes(c *client.Client, nodeNames []string) {
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for _, n := range nodeNames {
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podList, err := GetKubeletPods(c, n)
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if err != nil {
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Logf("Unable to retrieve kubelet pods for node %v", n)
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continue
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}
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Logf("%d pods are running on node %v", len(podList.Items), n)
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}
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}
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var _ = Describe("Kubelet", func() {
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var numNodes int
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var nodeNames sets.String
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framework := NewFramework("kubelet-perf")
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var resourceMonitor *resourceMonitor
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BeforeEach(func() {
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nodes, err := framework.Client.Nodes().List(labels.Everything(), fields.Everything())
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expectNoError(err)
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numNodes = len(nodes.Items)
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nodeNames = sets.NewString()
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for _, node := range nodes.Items {
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nodeNames.Insert(node.Name)
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}
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resourceMonitor = newResourceMonitor(framework.Client, targetContainers(), containerStatsPollingPeriod)
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resourceMonitor.Start()
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})
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AfterEach(func() {
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resourceMonitor.Stop()
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})
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Describe("resource usage tracking", func() {
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density := []int{0, 50}
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for _, podsPerNode := range density {
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name := fmt.Sprintf(
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"over %v with %d pods per node.", monitoringTime, podsPerNode)
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It(name, func() {
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totalPods := podsPerNode * numNodes
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By(fmt.Sprintf("Creating a RC of %d pods and wait until all pods of this RC are running", totalPods))
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rcName := fmt.Sprintf("resource%d-%s", totalPods, string(util.NewUUID()))
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// TODO: Use a more realistic workload
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Expect(RunRC(RCConfig{
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Client: framework.Client,
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Name: rcName,
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Namespace: framework.Namespace.Name,
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Image: "gcr.io/google_containers/pause:go",
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Replicas: totalPods,
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})).NotTo(HaveOccurred())
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// Log once and flush the stats.
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resourceMonitor.LogLatest()
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resourceMonitor.Reset()
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By("Start monitoring resource usage")
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// Periodically dump the cpu summary until the deadline is met.
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// Note that without calling resourceMonitor.Reset(), the stats
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// would occupy increasingly more memory. This should be fine
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// for the current test duration, but we should reclaim the
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// entries if we plan to monitor longer (e.g., 8 hours).
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deadline := time.Now().Add(monitoringTime)
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for time.Now().Before(deadline) {
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time.Sleep(reportingPeriod)
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Logf("Still running...")
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logPodsOnNodes(framework.Client, nodeNames.List())
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}
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By("Reporting overall resource usage")
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logPodsOnNodes(framework.Client, nodeNames.List())
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resourceMonitor.LogCPUSummary()
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resourceMonitor.LogLatest()
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By("Deleting the RC")
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DeleteRC(framework.Client, framework.Namespace.Name, rcName)
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})
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}
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})
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})
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@ -438,10 +438,11 @@ func (r resourceUsageByCPU) Len() int { return len(r) }
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func (r resourceUsageByCPU) Swap(i, j int) { r[i], r[j] = r[j], r[i] }
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func (r resourceUsageByCPU) Less(i, j int) bool { return r[i].CPUUsageInCores < r[j].CPUUsageInCores }
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var percentiles = [...]float64{0.05, 0.50, 0.90, 0.95}
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// The percentiles to report.
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var percentiles = [...]float64{0.05, 0.20, 0.50, 0.70, 0.90, 0.95, 0.99}
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// GetBasicCPUStats returns the 5-th, 50-th, and 95-th, percentiles the cpu
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// usage in cores for containerName. This method examines all data currently in the buffer.
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// GetBasicCPUStats returns the percentiles the cpu usage in cores for
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// containerName. This method examines all data currently in the buffer.
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func (r *resourceCollector) GetBasicCPUStats(containerName string) map[float64]float64 {
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r.lock.RLock()
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defer r.lock.RUnlock()
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@ -451,7 +452,9 @@ func (r *resourceCollector) GetBasicCPUStats(containerName string) map[float64]f
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for _, q := range percentiles {
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index := int(float64(len(usages))*q) - 1
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if index < 0 {
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index = 0
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// We don't have enough data.
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result[q] = 0
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continue
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}
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result[q] = usages[index].CPUUsageInCores
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}
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@ -506,7 +509,7 @@ func (r *resourceMonitor) LogLatest() {
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}
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func (r *resourceMonitor) LogCPUSummary() {
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// Example output for a node:
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// Example output for a node (the percentiles may differ):
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// CPU usage of containers on node "e2e-test-yjhong-minion-0vj7":
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// container 5th% 50th% 90th% 95th%
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// "/" 0.051 0.159 0.387 0.455
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