kubelet gc 源码分析
代码 kubernetes 1.26.15
问题
混部机子批量节点NotReady（十几个，丫的重大故障），报错为：
意思就是 rpc 超了，节点下有太多 PodSandBox，crictl ps -a 一看有1400多个。。。大量exited的容器没有被删掉，累积起来超过了rpc限制。
PodSandBox 泄漏，crictl pods 可以看到大量同名但是 pod id不同的sanbox，几个月了kubelet并不主动删除
crictl pods
crictl inspectp <pod id>
crictl ps -a | grep <pod-id>
crictl logs <container-id>
kubelet通过cri和containerd进行交互。crictl也可以通过cri规范和containerd交互
crictl 是 CRI(规范) 兼容的容器运行时命令行接口，可以使用它来检查和调试 k8s node节点上的容器运行时和应用程序。
kubernetes 垃圾回收（Garbage Collection）机制由kubelet完成，kubelet定期清理不再使用的容器和镜像，每分钟进行一次容器的GC，每五分钟进行一次镜像的GC
代码逻辑
1. 开始GC
pkg/kubelet/kubelet.go:1352，开始GC func (kl *Kubelet) StartGarbageCollection()
pkg/kubelet/kuberuntime/kuberuntime_gc.go:409
// GarbageCollect removes dead containers using the specified container gc policy.
// Note that gc policy is not applied to sandboxes. Sandboxes are only removed when they are
// not ready and containing no containers.
//
// GarbageCollect consists of the following steps:
// * gets evictable containers which are not active and created more than gcPolicy.MinAge ago.
// * removes oldest dead containers for each pod by enforcing gcPolicy.MaxPerPodContainer.
// * removes oldest dead containers by enforcing gcPolicy.MaxContainers.
// * gets evictable sandboxes which are not ready and contains no containers.
// * removes evictable sandboxes.
func (cgc *containerGC) GarbageCollect(ctx context.Context, gcPolicy kubecontainer.GCPolicy, allSourcesReady bool, evictNonDeletedPods bool) error {
errors := []error{}
// Remove evictable containers
if err := cgc.evictContainers(ctx, gcPolicy, allSourcesReady, evictNonDeletedPods); err != nil {
errors = append(errors, err)
}
// Remove sandboxes with zero containers
if err := cgc.evictSandboxes(ctx, evictNonDeletedPods); err != nil {
errors = append(errors, err)
}
// Remove pod sandbox log directory
if err := cgc.evictPodLogsDirectories(ctx, allSourcesReady); err != nil {
errors = append(errors, err)
}
return utilerrors.NewAggregate(errors)
}
2. 驱逐容器 evictContainers
- 获取 evictUnits
pkg/kubelet/kuberuntime/kuberuntime_gc.go:187
列出所有容器，容器中状态为ContainerState_CONTAINER_RUNNING和 container.CreatedAt 小于 minAge 直接跳过。
其余添加到 evictUnits
map[evictUnit][]containerGCInfo
// evictUnit is considered for eviction as units of (UID, container name) pair.
type evictUnit struct {
// UID of the pod.
uid types.UID
// Name of the container in the pod.
name string
}
// containerGCInfo is the internal information kept for containers being considered for GC.
type containerGCInfo struct {
// The ID of the container.
id string
// The name of the container.
name string
// Creation time for the container.
createTime time.Time
// If true, the container is in unknown state. Garbage collector should try
// to stop containers before removal.
unknown bool
}
- 删除容器逻辑
// evict all containers that are evictable
func (cgc *containerGC) evictContainers(ctx context.Context, gcPolicy kubecontainer.GCPolicy, allSourcesReady bool, evictNonDeletedPods bool) error {
// Separate containers by evict units.
evictUnits, err := cgc.evictableContainers(ctx, gcPolicy.MinAge)
if err != nil {
return err
}
// Remove deleted pod containers if all sources are ready.
// 如果pod已经不存在了，那么就删除其中的所有容器。
if allSourcesReady {
for key, unit := range evictUnits {
if cgc.podStateProvider.ShouldPodContentBeRemoved(key.uid) || (evictNonDeletedPods && cgc.podStateProvider.ShouldPodRuntimeBeRemoved(key.uid)) {
cgc.removeOldestN(ctx, unit, len(unit)) // Remove all.
delete(evictUnits, key)
}
}
}
// Enforce max containers per evict unit.
// 执行 GC 策略，保证每个 POD 最多只能保存 MaxPerPodContainer 个已经退出的容器
if gcPolicy.MaxPerPodContainer >= 0 {
cgc.enforceMaxContainersPerEvictUnit(ctx, evictUnits, gcPolicy.MaxPerPodContainer)
}
// Enforce max total number of containers.
// 执行 GC 策略，保证节点上最多有 MaxContainers 个已经退出的容器
if gcPolicy.MaxContainers >= 0 && evictUnits.NumContainers() > gcPolicy.MaxContainers {
// Leave an equal number of containers per evict unit (min: 1).
numContainersPerEvictUnit := gcPolicy.MaxContainers / evictUnits.NumEvictUnits()
if numContainersPerEvictUnit < 1 {
numContainersPerEvictUnit = 1
}
cgc.enforceMaxContainersPerEvictUnit(ctx, evictUnits, numContainersPerEvictUnit)
// If we still need to evict, evict oldest first.
numContainers := evictUnits.NumContainers()
if numContainers > gcPolicy.MaxContainers {
flattened := make([]containerGCInfo, 0, numContainers)
for key := range evictUnits {
flattened = append(flattened, evictUnits[key]...)
}
sort.Sort(byCreated(flattened))
cgc.removeOldestN(ctx, flattened, numContainers-gcPolicy.MaxContainers)
}
}
return nil
}
- 移除该pod uid下的所有容器
pkg/kubelet/kuberuntime/kuberuntime_gc.go:126
// removeOldestN removes the oldest toRemove containers and returns the resulting slice.
func (cgc *containerGC) removeOldestN(ctx context.Context, containers []containerGCInfo, toRemove int) []containerGCInfo {
// Remove from oldest to newest (last to first).
numToKeep := len(containers) - toRemove
if numToKeep > 0 {
sort.Sort(byCreated(containers))
}
for i := len(containers) - 1; i >= numToKeep; i-- {
if containers[i].unknown {
// Containers in known state could be running, we should try
// to stop it before removal.
id := kubecontainer.ContainerID{
Type: cgc.manager.runtimeName,
ID: containers[i].id,
}
message := "Container is in unknown state, try killing it before removal"
if err := cgc.manager.killContainer(ctx, nil, id, containers[i].name, message, reasonUnknown, nil); err != nil {
klog.ErrorS(err, "Failed to stop container", "containerID", containers[i].id)
continue
}
}
if err := cgc.manager.removeContainer(ctx, containers[i].id); err != nil {
klog.ErrorS(err, "Failed to remove container", "containerID", containers[i].id)
}
}
// Assume we removed the containers so that we're not too aggressive.
return containers[:numToKeep]
}
3. 驱逐sandbox evictSandboxes
pkg/kubelet/kuberuntime/kuberuntime_gc.go:276
移除所有可驱逐的沙箱。可驱逐的沙箱必须满足以下要求: 1.未处于就绪状态2.不包含任何容器。3.属于不存在的 (即，已经移除的) pod，或者不是该pod的最近创建的沙箱。
原因分析
目前现象是 crictl pods 可以看到大量同名但是 pod id不同的sanbox。 根据 3 点要求
- sanbox notReady 满足
- 不包容任何容器 不满足
- 不是该pod的最近创建的沙箱 满足
因此sandbox 删不掉的原因是 sandbox下的容器未被删除
容器异常退出后，根据重启策略 restartPolicy: Always pod 会不断重启，直到 超过时限失败。
Pod 的垃圾收集
https://kubernetes.io/zh-cn/docs/concepts/workloads/pods/pod-lifecycle/#pod-garbage-collection
对于已失败的 Pod 而言，对应的 API 对象仍然会保留在集群的 API 服务器上， 直到用户或者控制器进程显式地将其删除。
Pod 的垃圾收集器（PodGC）是控制平面的控制器，它会在 Pod 个数超出所配置的阈值 （根据 kube-controller-manager 的 terminated-pod-gc-threshold 设置 默认值：12500）时删除已终止的 Pod（阶段值为 Succeeded 或 Failed）。 这一行为会避免随着时间演进不断创建和终止 Pod 而引起的资源泄露问题。
容器什么时候删除
上面是pod纬度，但是我们的现象是容器删不掉，所以并不是原因，继续看代码 😢
经过大佬的实验验证，对于失败的 容器，只会保留一个失败的现场，多余的会GC掉，和 问题现场一致
容器 GC 虽然有利于空间和性能，但是删除容器也会导致错误现场被清理，不利于 debug 和错误定位，因此不建议把所有退出的容器都删除。
cmd/kubelet/app/options/options.go:183
// Maximum number of old instances of containers to retain globally. Each container takes up some disk space. To disable, set to a negative number.
// 我们可以设置这个值兜底
MaxContainerCount: -1,
MinimumGCAge: metav1.Duration{Duration: 0},
// 每个 container 最终可以保存多少个已经结束的容器，默认是 1，设置为负数表示不做限制
MaxPerPodContainerCount: 1,
再看上面容器GC代码
// 如果pod已经不存在了，那么就删除其中的所有容器。
....
// 执行 GC 策略，保证每个 POD 最多只能保存 MaxPerPodContainerCount 个已经退出的容器
// MaxPerPodContainerCount 默认值为1，对应保留一个失败的现场
if gcPolicy.MaxPerPodContainer >= 0 {
cgc.enforceMaxContainersPerEvictUnit(ctx, evictUnits, gcPolicy.MaxPerPodContainer)
}
// 保证节点上最多有 MaxContainerCount 个已经退出的容器
// MaxContainerCount 默认值为 -1 不限制，我们可以设置一个兜底
if gcPolicy.MaxContainers >= 0 && evictUnits.NumContainers() > gcPolicy.MaxContainers {
......
}
总结，容器失败，会保留一个现场不GC，导致越来越多失败的容器存在，最后容器过多，导致rpc传输超过限制，整个节点崩掉
解决方案
粗暴手删
- crictl 超出限制，不能正常工作时
#!/bin/bash
# 列出所有在 k8s.io 命名空间下的容器
containers=$(ctr -n k8s.io c list -q)
# 遍历容器 ID 并删除每一个容器
for container in $containers; do
echo "Deleting container: $container"
ctr -n k8s.io c rm "$container"
done
echo "All containers have been removed."
systemctl restart containerd
systemctl restart kubelet
- crictl 可以正常工作，删除失败容器，sandbox会1min后，自动gc
#!/bin/bash
# 获取所有Exited状态的容器ID
exited_containers=$(crictl ps -a | grep Exited | grep months | awk '{print $1}')
# 检查是否有Exited容器需要删除
if [ -z "$exited_containers" ]; then
echo "没有找到任何处于Exited状态的容器。"
else
# 遍历所有Exited状态的容器ID，并删除它们
for container in $exited_containers; do
echo "正在删除容器: $container"
crictl rm $container
if [ $? -eq 0 ]; then
echo "容器 $container 已成功删除。"
else
echo "删除容器 $container 失败。"
fi
done
fi
优雅解决
- 配置 maximum-dead-containers 兜底，默认-1，节点虽然限制每一个容器的失败实例为1，但是总的失败实例不做限制。
- 使用operator 或则 npd 进行监控，太多，则和诊断中心联动删除（倒序删除最老的50个exited，滚动删除）
grpc ？？
问题的本质是 grpc 超标，我们是否可以直接改 grpc 的 received message larger than max (4198720 vs. 4194304)
让我们看一下 containerd 的源码
kubelet 与 cri server 交互 pkg/cri/server/sandbox_list.go:29
func (c *criService) ListPodSandbox(ctx context.Context, r *runtime.ListPodSandboxRequest) (*runtime.ListPodSandboxResponse, error)
pkg/cri/cri.go:100 s, err := server.NewCRIService(c, client)
client 是New返回一个新的containerd客户端，该客户端连接到地址提供的containerd实例，代码很简单，如果 address!="" 设置 grpc 大小为 16m，如果为空，grpc 大小为默认值 4m
// New returns a new containerd client that is connected to the containerd
// instance provided by address
func New(address string, opts ...ClientOpt) (*Client, error) {
// .......
c := &Client{
defaultns: copts.defaultns,
}
// .......
if address != "" {
// .......
gopts := []grpc.DialOption{
grpc.WithBlock(),
grpc.WithTransportCredentials(insecure.NewCredentials()),
grpc.FailOnNonTempDialError(true),
grpc.WithConnectParams(connParams),
grpc.WithContextDialer(dialer.ContextDialer),
grpc.WithReturnConnectionError(),
}
if len(copts.dialOptions) > 0 {
gopts = copts.dialOptions
}
// 设置 grpc 最大值 16m
gopts = append(gopts, grpc.WithDefaultCallOptions(
grpc.MaxCallRecvMsgSize(defaults.DefaultMaxRecvMsgSize),
grpc.MaxCallSendMsgSize(defaults.DefaultMaxSendMsgSize)))
//........
connector := func() (*grpc.ClientConn, error) {
ctx, cancel := context.WithTimeout(context.Background(), copts.timeout)
defer cancel()
conn, err := grpc.DialContext(ctx, dialer.DialAddress(address), gopts...)
if err != nil {
return nil, fmt.Errorf("failed to dial %q: %w", address, err)
}
return conn, nil
}
conn, err := connector()
if err != nil {
return nil, err
}
c.conn, c.connector = conn, connector
}
//........
return c, nil
}
但是在 pkg/cri/cri.go:62 初始化 cri 插件时，address 为空，grpc 大小为默认值 4m
client, err := containerd.New(
"",
containerd.WithDefaultNamespace(constants.K8sContainerdNamespace),
containerd.WithDefaultPlatform(platforms.Default()),
containerd.WithServices(servicesOpts...),
)
contianerd 相关issue
社区目前的方案就是设置 maximum-dead-containers 兜底
https://github.com/kubernetes/kubernetes/issues/63858
最终方案
- 配置 pod status NotReady > 50 电话告警
increase(problem_counter{app="ops.paas.npd",reason="lots of pods notReady"}[60m]) > 0 - 配置 maximum-dead-containers=200
后续改进
死亡容器保持一个不删，只是原因，后续发现sandbox 的 GC 速度很慢 (看日志 GC 一个sandbox 5s 左右)
removeSandBox 会调用 stopSandBox，if sandbox.NetNS != nil 会 teardownPodNetwork ，这里会和 cni 插件交互，因为 cni-adaptor 重复删除网络又报错，GC 就失败了，极大影响 GC 效率，后续需要对 cni 插件进行优化
删除网络操作
cni 删除操作，因改为尽量删除
https://github.com/containernetworking/plugins/issues/210
vendor/github.com/containerd/go-cni/cni.go:234
// Remove removes the network config from the namespace
func (c *libcni) Remove(ctx context.Context, id string, path string, opts ...NamespaceOpts) error {
if err := c.Status(); err != nil {
return err
}
ns, err := newNamespace(id, path, opts...)
if err != nil {
return err
}
for _, network := range c.Networks() {
if err := network.Remove(ctx, ns); err != nil {
// Based on CNI spec v0.7.0, empty network namespace is allowed to
// do best effort cleanup. However, it is not handled consistently
// right now:
// https://github.com/containernetworking/plugins/issues/210
// TODO(random-liu): Remove the error handling when the issue is
// fixed and the CNI spec v0.6.0 support is deprecated.
// NOTE(claudiub): Some CNIs could return a "not found" error, which could mean that
// it was already deleted.
if (path == "" && strings.Contains(err.Error(), "no such file or directory")) || strings.Contains(err.Error(), "not found") {
continue
}
return err
}
}
return nil
}
