func createKubeClient() *kube_client.Client {
url, err := url.Parse(*kubernetes)
if err != nil {
glog.Fatalf("Failed to parse Kuberentes url: %v", err)
}
kubeConfig, err := config.GetKubeClientConfig(url)
if err != nil {
glog.Fatalf("Failed to build Kuberentes client configuration: %v", err)
}
return kube_client.NewOrDie(kubeConfig)
}
func main() {
flag.Var(&migConfigFlag, "nodes", "sets min,max size and url of a MIG to be controlled by Cluster Autoscaler. "+
"Can be used multiple times. Format: <min>:<max>:<migurl>")
flag.Parse()
go func() {
http.Handle("/metrics", prometheus.Handler())
err := http.ListenAndServe(*address, nil)
glog.Fatalf("Failed to start metrics: %v", err)
}()
url, err := url.Parse(*kubernetes)
if err != nil {
glog.Fatalf("Failed to parse Kuberentes url: %v", err)
}
// Configuration
kubeConfig, err := config.GetKubeClientConfig(url)
if err != nil {
glog.Fatalf("Failed to build Kuberentes client configuration: %v", err)
}
migConfigs := make([]*config.MigConfig, 0, len(migConfigFlag))
for i := range migConfigFlag {
migConfigs = append(migConfigs, &migConfigFlag[i])
}
// GCE Manager
var gceManager *gce.GceManager
var gceError error
if *cloudConfig != "" {
config, fileErr := os.Open(*cloudConfig)
if fileErr != nil {
glog.Fatalf("Couldn't open cloud provider configuration %s: %#v", *cloudConfig, err)
}
defer config.Close()
gceManager, gceError = gce.CreateGceManager(migConfigs, config)
} else {
gceManager, gceError = gce.CreateGceManager(migConfigs, nil)
}
if gceError != nil {
glog.Fatalf("Failed to create GCE Manager: %v", err)
}
kubeClient := kube_client.NewOrDie(kubeConfig)
predicateChecker, err := simulator.NewPredicateChecker(kubeClient)
if err != nil {
glog.Fatalf("Failed to create predicate checker: %v", err)
}
unschedulablePodLister := NewUnschedulablePodLister(kubeClient)
scheduledPodLister := NewScheduledPodLister(kubeClient)
nodeLister := NewNodeLister(kubeClient)
lastScaleUpTime := time.Now()
lastScaleDownFailedTrial := time.Now()
unneededNodes := make(map[string]time.Time)
eventBroadcaster := kube_record.NewBroadcaster()
eventBroadcaster.StartLogging(glog.Infof)
eventBroadcaster.StartRecordingToSink(kubeClient.Events(""))
recorder := eventBroadcaster.NewRecorder(kube_api.EventSource{Component: "cluster-autoscaler"})
for {
select {
case <-time.After(*scanInterval):
{
loopStart := time.Now()
updateLastTime("main")
nodes, err := nodeLister.List()
if err != nil {
glog.Errorf("Failed to list nodes: %v", err)
continue
}
if len(nodes) == 0 {
glog.Errorf("No nodes in the cluster")
continue
}
if err := CheckMigsAndNodes(nodes, gceManager); err != nil {
glog.Warningf("Cluster is not ready for autoscaling: %v", err)
continue
}
allUnschedulablePods, err := unschedulablePodLister.List()
if err != nil {
glog.Errorf("Failed to list unscheduled pods: %v", err)
continue
}
allScheduled, err := scheduledPodLister.List()
if err != nil {
glog.Errorf("Failed to list scheduled pods: %v", err)
continue
}
// We need to reset all pods that have been marked as unschedulable not after
// the newest node became available for the scheduler.
allNodesAvailableTime := GetAllNodesAvailableTime(nodes)
podsToReset, unschedulablePodsToHelp := SlicePodsByPodScheduledTime(allUnschedulablePods, allNodesAvailableTime)
ResetPodScheduledCondition(kubeClient, podsToReset)
// We need to check whether pods marked as unschedulable are actually unschedulable.
// This should prevent from adding unnecessary nodes. Example of such situation:
// - CA and Scheduler has slightly different configuration
// - Scheduler can't schedule a pod and marks it as unschedulable
// - CA added a node which should help the pod
// - Scheduler doesn't schedule the pod on the new node
// because according to it logic it doesn't fit there
// - CA see the pod is still unschedulable, so it adds another node to help it
//
// With the check enabled the last point won't happen because CA will ignore a pod
// which is supposed to schedule on an existing node.
//
// Without below check cluster might be unnecessary scaled up to the max allowed size
// in the describe situation.
schedulablePodsPresent := false
if *verifyUnschedulablePods {
newUnschedulablePodsToHelp := FilterOutSchedulable(unschedulablePodsToHelp, nodes, allScheduled, predicateChecker)
if len(newUnschedulablePodsToHelp) != len(unschedulablePodsToHelp) {
glog.V(2).Info("Schedulable pods present")
schedulablePodsPresent = true
}
unschedulablePodsToHelp = newUnschedulablePodsToHelp
}
if len(unschedulablePodsToHelp) == 0 {
glog.V(1).Info("No unschedulable pods")
} else {
scaleUpStart := time.Now()
updateLastTime("scaleup")
scaledUp, err := ScaleUp(unschedulablePodsToHelp, nodes, migConfigs, gceManager, kubeClient, predicateChecker, recorder)
updateDuration("scaleup", scaleUpStart)
if err != nil {
glog.Errorf("Failed to scale up: %v", err)
continue
} else {
if scaledUp {
lastScaleUpTime = time.Now()
// No scale down in this iteration.
continue
}
}
}
if *scaleDownEnabled {
unneededStart := time.Now()
// In dry run only utilization is updated
calculateUnneededOnly := lastScaleUpTime.Add(*scaleDownDelay).After(time.Now()) ||
lastScaleDownFailedTrial.Add(*scaleDownTrialInterval).After(time.Now()) ||
schedulablePodsPresent
glog.V(4).Infof("Scale down status: unneededOnly=%v lastScaleUpTime=%s "+
"lastScaleDownFailedTrail=%s schedulablePodsPresent=%v", calculateUnneededOnly,
lastScaleUpTime, lastScaleDownFailedTrial, schedulablePodsPresent)
updateLastTime("findUnneeded")
glog.V(4).Infof("Calculating unneded nodes")
unneededNodes = FindUnneededNodes(
nodes,
unneededNodes,
*scaleDownUtilizationThreshold,
allScheduled,
predicateChecker)
updateDuration("findUnneeded", unneededStart)
for key, val := range unneededNodes {
if glog.V(4) {
glog.V(4).Infof("%s is unneeded since %s duration %s", key, val.String(), time.Now().Sub(val).String())
}
}
if !calculateUnneededOnly {
glog.V(4).Infof("Starting scale down")
scaleDownStart := time.Now()
updateLastTime("scaledown")
result, err := ScaleDown(
nodes,
unneededNodes,
*scaleDownUnneededTime,
allScheduled,
gceManager, kubeClient, predicateChecker)
updateDuration("scaledown", scaleDownStart)
// TODO: revisit result handling
if err != nil {
glog.Errorf("Failed to scale down: %v", err)
} else {
if result == ScaleDownNodeDeleted {
// Clean the map with unneeded nodes to be super sure that the simulated
// deletions are made in the new context.
unneededNodes = make(map[string]time.Time, len(unneededNodes))
} else {
if result == ScaleDownError || result == ScaleDownNoNodeDeleted {
lastScaleDownFailedTrial = time.Now()
}
}
}
}
}
updateDuration("main", loopStart)
}
}
}
}
func main() {
flag.Var(&migConfigFlag, "nodes", "sets min,max size and url of a MIG to be controlled by Cluster Autoscaler. "+
"Can be used multiple times. Format: <min>:<max>:<migurl>")
flag.Parse()
url, err := url.Parse(*kubernetes)
if err != nil {
glog.Fatalf("Failed to parse Kuberentes url: %v", err)
}
// Configuration
kubeConfig, err := config.GetKubeClientConfig(url)
if err != nil {
glog.Fatalf("Failed to build Kuberentes client configuration: %v", err)
}
migConfigs := make([]*config.MigConfig, 0, len(migConfigFlag))
for i := range migConfigFlag {
migConfigs = append(migConfigs, &migConfigFlag[i])
}
gceManager, err := gce.CreateGceManager(migConfigs)
if err != nil {
glog.Fatalf("Failed to create GCE Manager: %v", err)
}
kubeClient := kube_client.NewOrDie(kubeConfig)
predicateChecker, err := simulator.NewPredicateChecker(kubeClient)
if err != nil {
glog.Fatalf("Failed to create predicate checker: %v", err)
}
unschedulablePodLister := NewUnschedulablePodLister(kubeClient)
scheduledPodLister := NewScheduledPodLister(kubeClient)
nodeLister := NewNodeLister(kubeClient)
lastScaleUpTime := time.Now()
lastScaleDownFailedTrial := time.Now()
underutilizedNodes := make(map[string]time.Time)
eventBroadcaster := kube_record.NewBroadcaster()
eventBroadcaster.StartLogging(glog.Infof)
eventBroadcaster.StartRecordingToSink(kubeClient.Events(""))
recorder := eventBroadcaster.NewRecorder(kube_api.EventSource{Component: "cluster-autoscaler"})
for {
select {
case <-time.After(time.Minute):
{
nodes, err := nodeLister.List()
if err != nil {
glog.Errorf("Failed to list nodes: %v", err)
continue
}
if len(nodes) == 0 {
glog.Errorf("No nodes in the cluster")
continue
}
if err := CheckMigsAndNodes(nodes, gceManager); err != nil {
glog.Warningf("Cluster is not ready for autoscaling: %v", err)
continue
}
allUnschedulablePods, err := unschedulablePodLister.List()
if err != nil {
glog.Errorf("Failed to list unscheduled pods: %v", err)
continue
}
allScheduled, err := scheduledPodLister.List()
if err != nil {
glog.Errorf("Failed to list scheduled pods: %v", err)
continue
}
// We need to reset all pods that have been marked as unschedulable not after
// the newest node became available for the scheduler.
allNodesAvailableTime := GetAllNodesAvailableTime(nodes)
podsToReset, unschedulablePodsToHelp := SlicePodsByPodScheduledTime(allUnschedulablePods, allNodesAvailableTime)
ResetPodScheduledCondition(kubeClient, podsToReset)
// We need to check whether pods marked as unschedulable are actually unschedulable.
// This should prevent from adding unnecessary nodes. Example of such situation:
// - CA and Scheduler has slightly different configuration
// - Scheduler can't schedule a pod and marks it as unschedulable
// - CA added a node which should help the pod
// - Scheduler doesn't schedule the pod on the new node
// because according to it logic it doesn't fit there
// - CA see the pod is still unschedulable, so it adds another node to help it
//
// With the check enabled the last point won't happen because CA will ignore a pod
// which is supposed to schedule on an existing node.
//
// Without below check cluster might be unnecessary scaled up to the max allowed size
// in the describe situation.
if *verifyUnschedulablePods {
unschedulablePodsToHelp = FilterOutSchedulable(unschedulablePodsToHelp, nodes, allScheduled, predicateChecker)
}
if len(unschedulablePodsToHelp) == 0 {
glog.V(1).Info("No unschedulable pods")
} else {
scaledUp, err := ScaleUp(unschedulablePodsToHelp, nodes, migConfigs, gceManager, kubeClient, predicateChecker, recorder)
if err != nil {
glog.Errorf("Failed to scale up: %v", err)
continue
} else {
if scaledUp {
lastScaleUpTime = time.Now()
// No scale down in this iteration.
continue
}
}
}
if *scaleDownEnabled {
// In dry run only utilization is updated
calculateUtilizationOnly := lastScaleUpTime.Add(*scaleDownDelay).After(time.Now()) ||
lastScaleDownFailedTrial.Add(*scaleDownTrialFrequency).After(time.Now())
underutilizedNodes = CalculateUnderutilizedNodes(
nodes,
underutilizedNodes,
*scaleDownUtilizationThreshold,
allScheduled,
kubeClient,
predicateChecker)
if !calculateUtilizationOnly {
result, err := ScaleDown(
nodes,
underutilizedNodes,
*scaleDownUnderutilizedTime,
allScheduled,
gceManager, kubeClient, predicateChecker)
if err != nil {
glog.Errorf("Failed to scale down: %v", err)
} else {
if result != ScaleDownNodeDeleted {
lastScaleDownFailedTrial = time.Now()
}
}
}
}
}
}
}
}
func main() {
flag.Var(&migConfigFlag, "nodes", "sets min,max size and url of a MIG to be controlled by Cluster Autoscaler. "+
"Can be used multiple times. Format: <min>:<max>:<migurl>")
flag.Parse()
url, err := url.Parse(*kubernetes)
if err != nil {
glog.Fatalf("Failed to parse Kuberentes url: %v", err)
}
kubeConfig, err := config.GetKubeClientConfig(url)
if err != nil {
glog.Fatalf("Failed to build Kuberentes client configuration: %v", err)
}
kubeClient := kube_client.NewOrDie(kubeConfig)
unschedulablePodLister := NewUnschedulablePodLister(kubeClient)
nodeLister := NewNodeLister(kubeClient)
migConfigs := make([]*config.MigConfig, 0, len(migConfigFlag))
for i := range migConfigFlag {
migConfigs = append(migConfigs, &migConfigFlag[i])
}
gceManager, err := gce.CreateGceManager(migConfigs)
if err != nil {
glog.Fatalf("Failed to create GCE Manager %v", err)
}
predicateChecker := simulator.NewPredicateChecker()
for {
select {
case <-time.After(time.Minute):
{
nodes, err := nodeLister.List()
if err != nil {
glog.Errorf("Failed to list nodes: %v", err)
continue
}
if len(nodes) == 0 {
glog.Errorf("No nodes in the cluster")
continue
}
if err := CheckMigsAndNodes(nodes, gceManager); err != nil {
glog.Warningf("Cluster is not ready for autoscaling: %v", err)
continue
}
pods, err := unschedulablePodLister.List()
if err != nil {
glog.Errorf("Failed to list unscheduled pods: %v", err)
continue
}
// We need to reset all pods that have been marked as unschedulable not after
// the newest node became available for the scheduler.
allNodesAvailableTime := GetAllNodesAvailableTime(nodes)
resetOldPods(kubeClient, pods, allNodesAvailableTime)
// From now on we only care about unschedulable pods that were marked after the newest
// node became available for the scheduler.
pods = filterOldPods(pods, allNodesAvailableTime)
if len(pods) == 0 {
glog.V(1).Info("No unschedulable pods")
continue
}
for _, pod := range pods {
glog.V(1).Infof("Pod %s/%s is unschedulable", pod.Namespace, pod.Name)
}
expansionOptions := make([]ExpansionOption, 0)
nodeInfos, err := GetNodeInfosForMigs(nodes, gceManager, kubeClient)
if err != nil {
glog.Errorf("Failed to build node infors for migs: %v", err)
continue
}
for _, migConfig := range migConfigs {
currentSize, err := gceManager.GetMigSize(migConfig)
if err != nil {
glog.Errorf("Failed to get MIG size: %v", err)
continue
}
if currentSize >= int64(migConfig.MaxSize) {
// skip this mig.
glog.V(4).Infof("Skipping MIG %s - max size reached", migConfig.Url())
continue
}
option := ExpansionOption{
migConfig: migConfig,
estimator: estimator.NewBasicNodeEstimator(),
}
migHelpsSomePods := false
nodeInfo, found := nodeInfos[migConfig.Url()]
if !found {
glog.Errorf("No node info for: %s", migConfig.Url())
continue
}
for _, pod := range pods {
err = predicateChecker.CheckPredicates(pod, nodeInfo)
if err == nil {
migHelpsSomePods = true
option.estimator.Add(pod)
} else {
glog.V(2).Infof("Scale-up predicate failed: %v", err)
}
}
if migHelpsSomePods {
expansionOptions = append(expansionOptions, option)
}
}
// Pick some expansion option.
bestOption := BestExpansionOption(expansionOptions)
if bestOption != nil {
glog.V(1).Infof("Best option to resize: %s", bestOption.migConfig.Url())
nodeInfo, found := nodeInfos[bestOption.migConfig.Url()]
if !found {
glog.Errorf("No sample node for: %s", bestOption.migConfig.Url())
continue
}
node := nodeInfo.Node()
estimate, report := bestOption.estimator.Estimate(node)
glog.V(1).Info(bestOption.estimator.GetDebug())
glog.V(1).Info(report)
glog.V(1).Infof("Estimated %d nodes needed in %s", estimate, bestOption.migConfig.Url())
currentSize, err := gceManager.GetMigSize(bestOption.migConfig)
if err != nil {
glog.Errorf("Failed to get MIG size: %v", err)
continue
}
newSize := currentSize + int64(estimate)
if newSize >= int64(bestOption.migConfig.MaxSize) {
newSize = int64(bestOption.migConfig.MaxSize)
}
glog.V(1).Infof("Setting %s size to %d", bestOption.migConfig.Url(), newSize)
if err := gceManager.SetMigSize(bestOption.migConfig, newSize); err != nil {
glog.Errorf("Failed to set MIG size: %v", err)
}
}
}
}
}
}
func main() {
flag.Var(&migConfig, "nodes", "sets min,max size and url of a MIG to be controlled by Cluster Autoscaler. "+
"Can be used multiple times. Format: <min>:<max>:<migurl>")
flag.Parse()
glog.Infof("MIG: %s\n", migConfig.String())
url, err := url.Parse(*kubernetes)
if err != nil {
glog.Fatalf("Failed to parse Kuberentes url: %v", err)
}
kubeConfig, err := config.GetKubeClientConfig(url)
if err != nil {
glog.Fatalf("Failed to build Kuberentes client configuration: %v", err)
}
kubeClient := kube_client.NewOrDie(kubeConfig)
unscheduledPodLister := NewUnscheduledPodLister(kubeClient)
nodeLister := NewNodeLister(kubeClient)
for {
select {
case <-time.After(time.Minute):
{
pods, err := unscheduledPodLister.List()
if err != nil {
glog.Errorf("Failed to list pods: %v", err)
continue
}
if len(pods) == 0 {
glog.V(1).Info("No unscheduled pods")
continue
}
for _, pod := range pods {
glog.V(1).Infof("Pod %s/%s is not scheduled", pod.Namespace, pod.Name)
}
nodes, err := nodeLister.List()
if err != nil {
glog.Errorf("Failed to list nodes: %v", err)
continue
}
if len(nodes) == 0 {
glog.Errorf("No nodes in the cluster")
continue
}
// TODO: Checking if all nodes are present.
// Checks if scheduler tried to schedule the pods after thew newest node was added.
newestNode := GetNewestNode(nodes)
if newestNode == nil {
glog.Errorf("No newest node")
continue
}
oldestSchedulingTrial := GetOldestFailedSchedulingTrail(pods)
if oldestSchedulingTrial == nil {
glog.Errorf("No oldest unschedueled trial: %v", err)
continue
}
// TODO: Find better way to check if all pods were checked after the newest node
// was added.
if newestNode.CreationTimestamp.After(oldestSchedulingTrial.Add(-1 * time.Minute)) {
// Lets give scheduler another chance.
glog.V(1).Infof("One of the pods have not been tried after adding %s", newestNode.Name)
continue
}
}
}
}
}
func main() {
flag.Var(&migConfigFlag, "nodes", "sets min,max size and url of a MIG to be controlled by Cluster Autoscaler. "+
"Can be used multiple times. Format: <min>:<max>:<migurl>")
flag.Parse()
url, err := url.Parse(*kubernetes)
if err != nil {
glog.Fatalf("Failed to parse Kuberentes url: %v", err)
}
kubeConfig, err := config.GetKubeClientConfig(url)
if err != nil {
glog.Fatalf("Failed to build Kuberentes client configuration: %v", err)
}
kubeClient := kube_client.NewOrDie(kubeConfig)
unscheduledPodLister := NewUnscheduledPodLister(kubeClient)
nodeLister := NewNodeLister(kubeClient)
migConfigs := make([]*config.MigConfig, 0, len(migConfigFlag))
for i := range migConfigFlag {
migConfigs = append(migConfigs, &migConfigFlag[i])
}
gceManager, err := gce.CreateGceManager(migConfigs)
if err != nil {
glog.Fatalf("Failed to create GCE Manager %v", err)
}
predicateChecker := simulator.NewPredicateChecker()
for {
select {
case <-time.After(time.Minute):
{
pods, err := unscheduledPodLister.List()
if err != nil {
glog.Errorf("Failed to list pods: %v", err)
continue
}
if len(pods) == 0 {
glog.V(1).Info("No unscheduled pods")
continue
}
for _, pod := range pods {
glog.V(1).Infof("Pod %s/%s is not scheduled", pod.Namespace, pod.Name)
}
nodes, err := nodeLister.List()
if err != nil {
glog.Errorf("Failed to list nodes: %v", err)
continue
}
if len(nodes) == 0 {
glog.Errorf("No nodes in the cluster")
continue
}
if err := CheckMigsAndNodes(nodes, gceManager); err != nil {
glog.Warningf("Cluster is not ready for autoscaling: %v", err)
continue
}
// Checks if scheduler tried to schedule the pods after thew newest node was added.
newestNode := GetNewestNode(nodes)
if newestNode == nil {
glog.Errorf("No newest node")
continue
}
oldestSchedulingTrial := GetOldestFailedSchedulingTrail(pods)
if oldestSchedulingTrial == nil {
glog.Errorf("No oldest unschedueled trial: %v", err)
continue
}
// TODO: Find better way to check if all pods were checked after the newest node
// was added.
if newestNode.CreationTimestamp.After(oldestSchedulingTrial.Add(-1 * time.Minute)) {
// Lets give scheduler another chance.
glog.V(1).Infof("One of the pods have not been tried after adding %s", newestNode.Name)
continue
}
expansionOptions := make([]ExpansionOption, 0)
nodeInfos, sampleNodes, err := GetNodeInfosForMigs(nodes, gceManager, kubeClient)
if err != nil {
glog.Errorf("Failed to build node infors for migs: %v", err)
continue
}
for _, migConfig := range migConfigs {
currentSize, err := gceManager.GetMigSize(migConfig)
if err != nil {
glog.Errorf("Failed to get MIG size: %v", err)
continue
}
if currentSize >= int64(migConfig.MaxSize) {
// skip this mig.
glog.V(4).Infof("Skipping MIG %s - max size reached", migConfig.Url())
continue
}
option := ExpansionOption{
migConfig: migConfig,
estimator: estimator.NewBasicNodeEstimator(),
}
migHelpsSomePods := false
nodeInfo, found := nodeInfos[migConfig.Url()]
if !found {
glog.Errorf("No node info for: %s", migConfig.Url())
continue
}
node, found := sampleNodes[migConfig.Url()]
if !found {
glog.Errorf("No sample node for: %s", migConfig.Url())
continue
}
for _, pod := range pods {
err = predicateChecker.CheckPredicates(pod, node, nodeInfo)
if err == nil {
migHelpsSomePods = true
option.estimator.Add(pod)
} else {
glog.V(2).Infof("Scale-up predicate failed: %v", err)
}
}
if migHelpsSomePods {
expansionOptions = append(expansionOptions, option)
}
}
// Pick some expansion option.
bestOption := BestExpansionOption(expansionOptions)
if bestOption != nil {
glog.V(1).Infof("Best option to resize: %s", bestOption.migConfig.Url())
node, found := sampleNodes[bestOption.migConfig.Url()]
if !found {
glog.Errorf("No sample node for: %s", bestOption.migConfig.Url())
continue
}
estimate := bestOption.estimator.Estimate(node)
glog.V(1).Infof("Estimated %d nodes needed in %s", estimate, bestOption.migConfig.Url())
currentSize, err := gceManager.GetMigSize(bestOption.migConfig)
if err != nil {
glog.Errorf("Failed to get MIG size: %v", err)
continue
}
newSize := currentSize + int64(estimate)
if newSize >= int64(bestOption.migConfig.MaxSize) {
newSize = int64(bestOption.migConfig.MaxSize)
}
glog.V(1).Infof("Setting %s size to %d", bestOption.migConfig.Url(), newSize)
if err := gceManager.SetMigSize(bestOption.migConfig, newSize); err != nil {
glog.Errorf("Failed to set MIG size: %v", err)
}
}
}
}
}
}