发布课程的网站模板十八大禁用黄app入口

参考

• k8s 污点驱逐详解-源码分析 - 掘金

• k8s驱逐篇(5)-kube-controller-manager驱逐 - 良凯尔 - 博客园

• k8s驱逐篇(6)-kube-controller-manager驱逐-NodeLifecycleController源码分析 - 良凯尔 - 博客园

• k8s驱逐篇(7)-kube-controller-manager驱逐-taintManager源码分析 - 良凯尔 - 博客园

整体概况分析

• 基于 k8s 1.19 版本分析

TaintManager 与 非TaintManager

1. TaintManager 模式
   • 发现 Node Unhealthy 后（也就是 Node Ready Condition = False 或 Unknown），会更新 Pod Ready Condition 为 False（表示 Pod 不健康），也会给 Node 打上 NoExecute Effect 的 Taint
   • 之后 TaintManager 根据 Pod 的 Toleration 判断，是否有设置容忍 NoExecute Effect Taint 的 Toleration
     • 没有 Toleration 的话，就立即驱逐
     • 有 Toleration ，会根据 Toleration 设置的时长，定时删除该 Pod
     • 默认情况下，会设置个 5min 的Toleration，也就是 5min 后会删除此 Pod
2. 非 TaintManager 模式（默认模式）
   • 发现 Node Unhealthy 后，会更新 Pod Ready Condition 为 False（表示 Pod 不健康）
   • 之后会记录该 Node，等待 PodTimeout（5min） - nodegracePeriod（40s) 时间后，驱逐该 Node 上所有 Pod（Node级别驱逐），之后标记该 Node 为 evicted 状态（此处是代码中标记，资源上没有此状态）
   • 之后便只考虑单 Pod 的驱逐（可能考虑部分 Pod 失败等）
     • 若 Node 已经被标记为 evicted 状态，那么可以进行单 Pod 的驱逐
     • 若 Node 没有被标记为 evicted 状态，那将 Node 标记为 tobeevicted 状态，等待上面 Node 级别的驱逐

代码中的几个存储结构

nodeEvictionMap *nodeEvictionMap	// nodeEvictionMap stores evictionStatus *data for each node. *type nodeEvictionMap struct { lock sync.Mutex nodeEvictions map[string]evictionStatus }	记录所有 node 的状态 1. 健康 unmarked 2. 等待驱逐 tobeevicted 3. 驱逐完成 evicted
zoneStates map[string]ZoneState	type ZoneState string	记录 zone 的健康状态 1. 新zone Initial 2. 健康的zone Normal 3. 部分健康zone PartialDisruption 4. 完全不健康 FullDisruption 这个是用于设置该zone 的驱逐速率
zonePodEvictor map[string]*scheduler.RateLimitedTimedQueue		失联（不健康）的 Node 会放入此结构中，等待被驱逐，之后nodeEvictionMap 对应的状态记录会被设置为 evicted 1. 该结构，key 为zone，value 为限速队列处理（也就是上面驱逐效率起作用的地方） 2. 当一个 node 不健康，首先会计算出该 node 对应的zone 3. 然后放入该结构中
nodeHealthMap *nodeHealthMap	type nodeHealthMap struct { lock sync.RWMutex nodeHealths map[string]*nodeHealthData }
	type nodeHealthData struct { probeTimestamp metav1.Time readyTransitionTimestamp metav1.Time status *v1.NodeStatus lease *coordv1.Lease }	记录每个node的健康状态，主要在 monitorHealth 函数中使用 1. 其中 probeTimestamp 最关键，该参数记录该 Node 最后一次健康的时间，也就是失联前最后一个 lease 的时间 2. 之后根据 probeTimestamp 和宽限时间 gracePeriod，判断该 node 是否真正失联，并设置为 unknown 状态

整体代码流程分析

// Run starts an asynchronous loop that monitors the status of cluster nodes.
func (nc *Controller) Run(stopCh <-chan struct{}) {defer utilruntime.HandleCrash()
​klog.Infof("Starting node controller")defer klog.Infof("Shutting down node controller")// 1.等待leaseInformer、nodeInformer、podInformerSynced、daemonSetInformerSynced同步完成。if !cache.WaitForNamedCacheSync("taint", stopCh, nc.leaseInformerSynced, nc.nodeInformerSynced, nc.podInformerSynced, nc.daemonSetInformerSynced) {return}// 2.如果enable-taint-manager=true,开启nc.taintManager.Runif nc.runTaintManager {go nc.taintManager.Run(stopCh)}// Close node update queue to cleanup go routine.defer nc.nodeUpdateQueue.ShutDown()defer nc.podUpdateQueue.ShutDown()// 3.执行doNodeProcessingPassWorker，这个是处理nodeUpdateQueue队列的node// Start workers to reconcile labels and/or update NoSchedule taint for nodes.for i := 0; i < scheduler.UpdateWorkerSize; i++ {// Thanks to "workqueue", each worker just need to get item from queue, because// the item is flagged when got from queue: if new event come, the new item will// be re-queued until "Done", so no more than one worker handle the same item and// no event missed.go wait.Until(nc.doNodeProcessingPassWorker, time.Second, stopCh)}// 4.doPodProcessingWorker，这个是处理podUpdateQueue队列的podfor i := 0; i < podUpdateWorkerSize; i++ {go wait.Until(nc.doPodProcessingWorker, time.Second, stopCh)}// 5. 如果开启了feature-gates=TaintBasedEvictions=true，执行doNoExecuteTaintingPass函数。否则执行doEvictionPass函数if nc.useTaintBasedEvictions {// Handling taint based evictions. Because we don't want a dedicated logic in TaintManager for NC-originated// taints and we normally don't rate limit evictions caused by taints, we need to rate limit adding taints.go wait.Until(nc.doNoExecuteTaintingPass, scheduler.NodeEvictionPeriod, stopCh)} else {// Managing eviction of nodes:// When we delete pods off a node, if the node was not empty at the time we then// queue an eviction watcher. If we hit an error, retry deletion.go wait.Until(nc.doEvictionPass, scheduler.NodeEvictionPeriod, stopCh)}// 6.一直监听node状态是否健康// Incorporate the results of node health signal pushed from kubelet to master.go wait.Until(func() {if err := nc.monitorNodeHealth(); err != nil {klog.Errorf("Error monitoring node health: %v", err)}}, nc.nodeMonitorPeriod, stopCh)<-stopCh
}

MonitorNodeHealth

此部分有如下几个作用

1. 读取 Node 的 Label，用于确定 Node 属于哪个 zone；若该 zone 是新增的，就注册到 zonePodEvictor 或 zoneNoExecuteTainter (TaintManager 模式)

   • zonePodEvictor 后续用于该 zone 中失联的 Node，用于 Node 级别驱逐（就是驱逐 Node 上所有 Pod，并设置为 evicted 状态，此部分参见）

   • // pkg/controller/nodelifecycle/node_lifecycle_controller.go
     // addPodEvictorForNewZone checks if new zone appeared, and if so add new evictor.
     // dfy: 若出现新的 zone ，初始化 zonePodEvictor 或 zoneNoExecuteTainter
     func (nc *Controller) addPodEvictorForNewZone(node *v1.Node) {nc.evictorLock.Lock()defer nc.evictorLock.Unlock()zone := utilnode.GetZoneKey(node)// dfy: 若出现新的 zone ，初始化 zonePodEvictor 或 zoneNoExecuteTainterif _, found := nc.zoneStates[zone]; !found {// dfy: 没有找到 zone value，设置为 Initialnc.zoneStates[zone] = stateInitial// dfy: 没有 TaintManager，创建一个 限速队列，不太清楚有什么作用？？？if !nc.runTaintManager {// dfy: zonePodEvictor 负责将 pod 从无响应的节点驱逐出去nc.zonePodEvictor[zone] =scheduler.NewRateLimitedTimedQueue(flowcontrol.NewTokenBucketRateLimiter(nc.evictionLimiterQPS, scheduler.EvictionRateLimiterBurst))} else {// dfy: zoneNoExecuteTainter 负责为 node 打上污点 taintnc.zoneNoExecuteTainter[zone] =scheduler.NewRateLimitedTimedQueue(flowcontrol.NewTokenBucketRateLimiter(nc.evictionLimiterQPS, scheduler.EvictionRateLimiterBurst))}// Init the metric for the new zone.klog.Infof("Initializing eviction metric for zone: %v", zone)evictionsNumber.WithLabelValues(zone).Add(0)}
     }func (nc *Controller) doEvictionPass() {nc.evictorLock.Lock()defer nc.evictorLock.Unlock()for k := range nc.zonePodEvictor {// Function should return 'false' and a time after which it should be retried, or 'true' if it shouldn't (it succeeded).nc.zonePodEvictor[k].Try(func(value scheduler.TimedValue) (bool, time.Duration) {// dfy: 此处 value.Value 存储的是 Cluster Namenode, err := nc.nodeLister.Get(value.Value)if apierrors.IsNotFound(err) {klog.Warningf("Node %v no longer present in nodeLister!", value.Value)} else if err != nil {klog.Warningf("Failed to get Node %v from the nodeLister: %v", value.Value, err)}nodeUID, _ := value.UID.(string)// dfy: 获得分配到该节点上的 Podpods, err := nc.getPodsAssignedToNode(value.Value)if err != nil {utilruntime.HandleError(fmt.Errorf("unable to list pods from node %q: %v", value.Value, err))return false, 0}// dfy: 删除 Podremaining, err := nodeutil.DeletePods(nc.kubeClient, pods, nc.recorder, value.Value, nodeUID, nc.daemonSetStore)if err != nil {// We are not setting eviction status here.// New pods will be handled by zonePodEvictor retry// instead of immediate pod eviction.utilruntime.HandleError(fmt.Errorf("unable to evict node %q: %v", value.Value, err))return false, 0}// dfy: 在nodeEvictionMap设置node的状态为evictedif !nc.nodeEvictionMap.setStatus(value.Value, evicted) {klog.V(2).Infof("node %v was unregistered in the meantime - skipping setting status", value.Value)}if remaining {klog.Infof("Pods awaiting deletion due to Controller eviction")}if node != nil {zone := utilnode.GetZoneKey(node)evictionsNumber.WithLabelValues(zone).Inc()}return true, 0})}
     }
     

2. 监听 Node 健康状态（通过监听 Node Lease 进行判别）

   • 若 Lease 不更新，且超过了容忍时间 gracePeriod，认为该 Node 失联（更新 Status Ready Condition 为 Unknown）

   • // tryUpdateNodeHealth checks a given node's conditions and tries to update it. Returns grace period to
     // which given node is entitled, state of current and last observed Ready Condition, and an error if it occurred.
     func (nc *Controller) tryUpdateNodeHealth(node *v1.Node) (time.Duration, v1.NodeCondition, *v1.NodeCondition, error) {// 省略一大部分 probeTimestamp 更新逻辑// dfy: 通过 lease 更新，来更新 probeTimestampobservedLease, _ := nc.leaseLister.Leases(v1.NamespaceNodeLease).Get(node.Name)if observedLease != nil && (savedLease == nil || savedLease.Spec.RenewTime.Before(observedLease.Spec.RenewTime)) {nodeHealth.lease = observedLeasenodeHealth.probeTimestamp = nc.now()}// dfy: 注意此处， Lease 没更新，导致 probeTimestamp 没变动，因此 现在时间超过了容忍时间，将此 Node 视作失联 Nodeif nc.now().After(nodeHealth.probeTimestamp.Add(gracePeriod)) {// NodeReady condition or lease was last set longer ago than gracePeriod, so// update it to Unknown (regardless of its current value) in the master.nodeConditionTypes := []v1.NodeConditionType{v1.NodeReady,v1.NodeMemoryPressure,v1.NodeDiskPressure,v1.NodePIDPressure,// We don't change 'NodeNetworkUnavailable' condition, as it's managed on a control plane level.// v1.NodeNetworkUnavailable,}nowTimestamp := nc.now()// dfy: 寻找 node 是否有上面几个异常状态for _, nodeConditionType := range nodeConditionTypes {// dfy: 具有异常状态，就进行记录_, currentCondition := nodeutil.GetNodeCondition(&node.Status, nodeConditionType)if currentCondition == nil {klog.V(2).Infof("Condition %v of node %v was never updated by kubelet", nodeConditionType, node.Name)node.Status.Conditions = append(node.Status.Conditions, v1.NodeCondition{Type:               nodeConditionType,Status:             v1.ConditionUnknown,Reason:             "NodeStatusNeverUpdated",Message:            "Kubelet never posted node status.",LastHeartbeatTime:  node.CreationTimestamp,LastTransitionTime: nowTimestamp,})} else {klog.V(2).Infof("node %v hasn't been updated for %+v. Last %v is: %+v",node.Name, nc.now().Time.Sub(nodeHealth.probeTimestamp.Time), nodeConditionType, currentCondition)if currentCondition.Status != v1.ConditionUnknown {currentCondition.Status = v1.ConditionUnknowncurrentCondition.Reason = "NodeStatusUnknown"currentCondition.Message = "Kubelet stopped posting node status."currentCondition.LastTransitionTime = nowTimestamp}}}// We need to update currentReadyCondition due to its value potentially changed._, currentReadyCondition = nodeutil.GetNodeCondition(&node.Status, v1.NodeReady)if !apiequality.Semantic.DeepEqual(currentReadyCondition, &observedReadyCondition) {if _, err := nc.kubeClient.CoreV1().Nodes().UpdateStatus(context.TODO(), node, metav1.UpdateOptions{}); err != nil {klog.Errorf("Error updating node %s: %v", node.Name, err)return gracePeriod, observedReadyCondition, currentReadyCondition, err}nodeHealth = &nodeHealthData{status:                   &node.Status,probeTimestamp:           nodeHealth.probeTimestamp,readyTransitionTimestamp: nc.now(),lease:                    observedLease,}return gracePeriod, observedReadyCondition, currentReadyCondition, nil}}return gracePeriod, observedReadyCondition, currentReadyCondition, nil
     }
     

3. 根据 zone 设置驱逐速率

   • 每个 zone 有不同数量的 Node，根据该 zone 中 Node 失联数量的占比，设置不同的驱逐速率

   • // dfy： 1. 计算 zone 不健康程度； 2. 根据 zone 不健康程度设置不同的驱逐速率
     func (nc *Controller) handleDisruption(zoneToNodeConditions map[string][]*v1.NodeCondition, nodes []*v1.Node) {newZoneStates := map[string]ZoneState{}allAreFullyDisrupted := truefor k, v := range zoneToNodeConditions {zoneSize.WithLabelValues(k).Set(float64(len(v)))// dfy: 计算该 zone 的不健康程度（就是失联 node 的占比）// nc.computeZoneStateFunc = nc.ComputeZoneStateunhealthy, newState := nc.computeZoneStateFunc(v)zoneHealth.WithLabelValues(k).Set(float64(100*(len(v)-unhealthy)) / float64(len(v)))unhealthyNodes.WithLabelValues(k).Set(float64(unhealthy))if newState != stateFullDisruption {allAreFullyDisrupted = false}newZoneStates[k] = newStateif _, had := nc.zoneStates[k]; !had {klog.Errorf("Setting initial state for unseen zone: %v", k)nc.zoneStates[k] = stateInitial}}allWasFullyDisrupted := truefor k, v := range nc.zoneStates {if _, have := zoneToNodeConditions[k]; !have {zoneSize.WithLabelValues(k).Set(0)zoneHealth.WithLabelValues(k).Set(100)unhealthyNodes.WithLabelValues(k).Set(0)delete(nc.zoneStates, k)continue}if v != stateFullDisruption {allWasFullyDisrupted = falsebreak}}// At least one node was responding in previous pass or in the current pass. Semantics is as follows:// - if the new state is "partialDisruption" we call a user defined function that returns a new limiter to use,// - if the new state is "normal" we resume normal operation (go back to default limiter settings),// - if new state is "fullDisruption" we restore normal eviction rate,//   - unless all zones in the cluster are in "fullDisruption" - in that case we stop all evictions.if !allAreFullyDisrupted || !allWasFullyDisrupted {// We're switching to full disruption modeif allAreFullyDisrupted {klog.V(0).Info("Controller detected that all Nodes are not-Ready. Entering master disruption mode.")for i := range nodes {if nc.runTaintManager {_, err := nc.markNodeAsReachable(nodes[i])if err != nil {klog.Errorf("Failed to remove taints from Node %v", nodes[i].Name)}} else {nc.cancelPodEviction(nodes[i])}}// We stop all evictions.for k := range nc.zoneStates {if nc.runTaintManager {nc.zoneNoExecuteTainter[k].SwapLimiter(0)} else {nc.zonePodEvictor[k].SwapLimiter(0)}}for k := range nc.zoneStates {nc.zoneStates[k] = stateFullDisruption}// All rate limiters are updated, so we can return early here.return}// We're exiting full disruption modeif allWasFullyDisrupted {klog.V(0).Info("Controller detected that some Nodes are Ready. Exiting master disruption mode.")// When exiting disruption mode update probe timestamps on all Nodes.now := nc.now()for i := range nodes {v := nc.nodeHealthMap.getDeepCopy(nodes[i].Name)v.probeTimestamp = nowv.readyTransitionTimestamp = nownc.nodeHealthMap.set(nodes[i].Name, v)}// We reset all rate limiters to settings appropriate for the given state.for k := range nc.zoneStates {// dfy: 设置 zone 的驱逐速率nc.setLimiterInZone(k, len(zoneToNodeConditions[k]), newZoneStates[k])nc.zoneStates[k] = newZoneStates[k]}return}// We know that there's at least one not-fully disrupted so,// we can use default behavior for rate limitersfor k, v := range nc.zoneStates {newState := newZoneStates[k]if v == newState {continue}klog.V(0).Infof("Controller detected that zone %v is now in state %v.", k, newState// dfy: 设置 zone 的驱逐速率nc.setLimiterInZone(k, len(zoneToNodeConditions[k]), newState)nc.zoneStates[k] = newState}}
     }// ComputeZoneState returns a slice of NodeReadyConditions for all Nodes in a given zone.
     // The zone is considered:
     // - fullyDisrupted if there're no Ready Nodes,
     // - partiallyDisrupted if at least than nc.unhealthyZoneThreshold percent of Nodes are not Ready,
     // - normal otherwise
     func (nc *Controller) ComputeZoneState(nodeReadyConditions []*v1.NodeCondition) (int, ZoneState) {readyNodes := 0notReadyNodes := 0for i := range nodeReadyConditions {if nodeReadyConditions[i] != nil && nodeReadyConditions[i].Status == v1.ConditionTrue {readyNodes++} else {notReadyNodes++}}switch {case readyNodes == 0 && notReadyNodes > 0:return notReadyNodes, stateFullDisruptioncase notReadyNodes > 2 && float32(notReadyNodes)/float32(notReadyNodes+readyNodes) >= nc.unhealthyZoneThreshold:return notReadyNodes, statePartialDisruptiondefault:return notReadyNodes, stateNormal}
     }// dfy: 根据该 zone 健康状态（也就是健康比例），设置驱逐效率(频率）
     func (nc *Controller) setLimiterInZone(zone string, zoneSize int, state ZoneState) {switch state {case stateNormal:if nc.runTaintManager {nc.zoneNoExecuteTainter[zone].SwapLimiter(nc.evictionLimiterQPS)} else {nc.zonePodEvictor[zone].SwapLimiter(nc.evictionLimiterQPS)}case statePartialDisruption:if nc.runTaintManager {nc.zoneNoExecuteTainter[zone].SwapLimiter(nc.enterPartialDisruptionFunc(zoneSize))} else {nc.zonePodEvictor[zone].SwapLimiter(nc.enterPartialDisruptionFunc(zoneSize))}case stateFullDisruption:if nc.runTaintManager {nc.zoneNoExecuteTainter[zone].SwapLimiter(nc.enterFullDisruptionFunc(zoneSize))} else {nc.zonePodEvictor[zone].SwapLimiter(nc.enterFullDisruptionFunc(zoneSize))}}
     }
     

4. 进行 Pod 驱逐的处理 proceeNoTaintBaseEviction

TaintManger.Run

• TainManager 的驱逐逻辑，看代码不难理解，大概说明

  1. 若开启 TaintManager 模式，所有 Pod、Node 的改变都会被放入，nc.tc.podUpdateQueue 和 nc.tc.nodeUpdateQueue 中

  2. 当 Node 失联时，会被打上 NoExecute Effect Taint（不在此处，在 main Controller.Run 函数中）

  3. 此处会先处理 nc.tc.nodeUpdateQueue 的驱逐

     • 首先会检查 Node 是否有 NoExecute Effect Taint；没有就取消驱逐

     • 有的话，进行 Pod 的逐个驱逐，检查 Pod 是否有该 Taint 的 toleration，有的话，就根据 toleration 设置 pod 的定时删除；没有 Toleration，就立即删除

  4. 接下来处理 nc.tc.podUpdateQueue 的驱逐

     • 进行 Pod 的逐个驱逐，检查 Pod 是否有该 Taint 的 toleration，有的话，就根据 toleration 设置 pod 的定时删除；没有 Toleration，就立即删除

Node Pod 的处理

• 此处就是 nc.podUpdateQueue 和 nc.NodeUpdateQueue 的一些驱逐逻辑
• 比如给 Node 打上 NoSchedule Taint
• 检测到 Node 不健康，给 Pod 打上 Ready Condition = False 的 Status Condition
• 进行 Pod 驱逐的处理 proceeNoTaintBaseEviction

驱逐

• 此处 TaintManager 模式，只是打上 NoExecute Effect Taint —— doNoExecuteTaintingPass 函数
• 非 TaintManager 模式，会清理 zonePodEvicotr 记录的 Node 上的所有 Pod（ Node 级别驱逐）