k8s基本概念-配置调度策略之(Taints-and-Tolerations)

k8s基本概念-配置调度策略之(Taints-and-Tolerations)

2018/4/12

通过定义 Taints and Tolerations 来达到 node 排斥 pod 的目的

  • 通过一个典型实例来描述 taint 和 toleration 之间的关联
    • 测试前的集群状态
    • 部署app whoami-t1
    • 测试 taint 的用法
    • 测试结果
    • 测试使用 toleration
    • 测试结果
    • 如何移除指定的 taint 呢?
  • 聊一聊 Taints and Tolerations 的细节
    • 概念

通过一个典型实例来描述 taint 和 toleration 之间的关联

测试前的集群状态

部署集群的时候,你极可能有留意到,集群中设置为 master 角色的节点,是不会有任务调度到这里来执行的,这是为何呢?

[root@tvm-02 whoami]# kubectl get nodes
NAME     STATUS    ROLES     AGE       VERSION
tvm-01   Ready     master    8d        v1.9.0
tvm-02   Ready     master    8d        v1.9.0
tvm-03   Ready     master    8d        v1.9.0
tvm-04   Ready     <none>    8d        v1.9.0
[root@tvm-02 whoami]# kubectl describe nodes tvm-01 |grep -E '(Roles|Taints)'
Roles:              master
Taints:             node-role.kubernetes.io/master:NoSchedule
[root@tvm-02 whoami]# kubectl describe nodes tvm-02 |grep -E '(Roles|Taints)'
Roles:              master
Taints:             node-role.kubernetes.io/master:NoSchedule
[root@tvm-02 whoami]# kubectl describe nodes tvm-03 |grep -E '(Roles|Taints)'
Roles:              master
Taints:             node-role.kubernetes.io/master:NoSchedule
部署app whoami-t1
apiVersion: apps/v1 # for versions before 1.9.0 use apps/v1beta2
kind: Deployment
metadata:
  name: whoami-t1
  labels:
    app: whoami
spec:
  replicas: 3
  selector:
    matchLabels:
      app: whoami
  template:
    metadata:
      labels:
        app: whoami
    spec:
      containers:
        - name: whoami
          image: opera443399/whoami:0.9
          ports:
            - containerPort: 80

部署后可以发现,所有任务都被调度到 worker 节点上


[root@tvm-02 whoami]# kubectl apply -f app-t1.yaml
deployment "whoami-t1" created
[root@tvm-02 whoami]# kubectl get ds,deploy,svc,pods --all-namespaces -o wide -l app=whoami
NAMESPACE   NAME               DESIRED   CURRENT   UP-TO-DATE   AVAILABLE   AGE       CONTAINERS   IMAGES                   SELECTOR
default     deploy/whoami-t1   3         3         3            3           46s       whoami       opera443399/whoami:0.9   app=whoami

NAMESPACE NAME READY STATUS RESTARTS AGE IP NODE
default po/whoami-t1-6cf9cd6bf4-62bhc 1/1 Running 0 46s 172.30.105.1 tvm-04
default po/whoami-t1-6cf9cd6bf4-dss72 1/1 Running 0 46s 172.30.105.2 tvm-04
default po/whoami-t1-6cf9cd6bf4-zvpsk 1/1 Running 0 46s 172.30.105.0 tvm-04


##### 测试 taint 的用法
给 tvm-04 配置一个 taint 来调整调度策略
```bash
[root@tvm-02 whoami]# kubectl taint nodes tvm-04 node-role.kubernetes.io/master=:NoSchedule
node "tvm-04" tainted
##### 符合预期
[root@tvm-02 whoami]# kubectl describe nodes tvm-04 |grep -E '(Roles|Taints)'
Roles:              <none>
Taints:             node-role.kubernetes.io/master:NoSchedule

上述 taint 的指令含义是:
给节点 tvm-04 配置一个 taint (可以理解为:污点)
其中,这个 taint 的
key 是 node-role.kubernetes.io/master
value 是 ` (值为空)<br/>taint effect 是NoSchedule<br/>这意味着,没有任何 pod 可以调度到这个节点上面,除非在这个 pod 的描述文件中有一个对应的toleration` (可以理解为:设置 pod 容忍了这个污点)

测试结果

我们发现,之前部署的 deploy/whoami-t1 并未被驱逐

[root@tvm-02 whoami]# kubectl get ds,deploy,svc,pods --all-namespaces -o wide -l app=whoami
NAMESPACE   NAME               DESIRED   CURRENT   UP-TO-DATE   AVAILABLE   AGE       CONTAINERS   IMAGES                   SELECTOR
default     deploy/whoami-t1   3         3         3            3           17m       whoami       opera443399/whoami:0.9   app=whoami

NAMESPACE   NAME                            READY     STATUS    RESTARTS   AGE       IP             NODE
default     po/whoami-t1-6cf9cd6bf4-62bhc   1/1       Running   0          17m       172.30.105.1   tvm-04
default     po/whoami-t1-6cf9cd6bf4-dss72   1/1       Running   0          17m       172.30.105.2   tvm-04
default     po/whoami-t1-6cf9cd6bf4-zvpsk   1/1       Running   0          17m       172.30.105.0   tvm-04

接着我们尝试着再部署一个app whoami-t2

apiVersion: apps/v1 # for versions before 1.9.0 use apps/v1beta2
kind: Deployment
metadata:
  name: whoami-t2
  labels:
    app: whoami
spec:
  replicas: 3
  selector:
    matchLabels:
      app: whoami
  template:
    metadata:
      labels:
        app: whoami
    spec:
      containers:
        - name: whoami
          image: opera443399/whoami:0.9
          ports:
            - containerPort: 80
      tolerations:
      - key: "node-role.kubernetes.io/master"
        operator: "Equal"
        value: ""
        effect: "NoSched

下述操作表明:策略已经生效,只是旧的 deploy 默认不会受到影响(被强制驱逐)

##### 部署
[root@tvm-02 whoami]# kubectl apply -f app-t2.yaml
deployment "whoami-t2" created
[root@tvm-02 whoami]# kubectl get ds,deploy,svc,pods --all-namespaces -o wide -l app=whoami
NAMESPACE   NAME               DESIRED   CURRENT   UP-TO-DATE   AVAILABLE   AGE       CONTAINERS   IMAGES                   SELECTOR
default     deploy/whoami-t1   3         3         3            3           20m       whoami       opera443399/whoami:0.9   app=whoami
default     deploy/whoami-t2   3         3         3            0           38s       whoami       opera443399/whoami:0.9   app=whoami

NAMESPACE   NAME                            READY     STATUS    RESTARTS   AGE       IP             NODE
default     po/whoami-t1-6cf9cd6bf4-62bhc   1/1       Running   0          20m       172.30.105.1   tvm-04
default     po/whoami-t1-6cf9cd6bf4-dss72   1/1       Running   0          20m       172.30.105.2   tvm-04
default     po/whoami-t1-6cf9cd6bf4-zvpsk   1/1       Running   0          20m       172.30.105.0   tvm-04
default     po/whoami-t2-6cf9cd6bf4-5f9wl   0/1       Pending   0          38s       <none>         <none>
default     po/whoami-t2-6cf9cd6bf4-8l59z   0/1       Pending   0          38s       <none>         <none>
default     po/whoami-t2-6cf9cd6bf4-lqpzp   0/1       Pending   0          38s       <none>         <none>

[root@tvm-02 whoami]# kubectl describe deploy/whoami-t2
Name:                   whoami-t2
(omited)
Annotations:            deployment.kubernetes.io/revision=1
Replicas:               3 desired | 3 updated | 3 total | 0 available | 3 unavailable
(omited)
Conditions:
  Type           Status  Reason
  ----           ------  ------
  Available      False   MinimumReplicasUnavailable
  Progressing    True    ReplicaSetUpdated
(omited)
[root@tvm-02 whoami]# kubectl describe po/whoami-t2-6cf9cd6bf4-5f9wl
Name:           whoami-t2-6cf9cd6bf4-5f9wl
(omited)
Status:         Pending
IP:
Controlled By:  ReplicaSet/whoami-t2-6cf9cd6bf4
(omited)
Conditions:
  Type           Status
  PodScheduled   False
(omited)
QoS Class:       BestEffort
Node-Selectors:  <none>
Tolerations:     node.kubernetes.io/not-ready:NoExecute for 300s
                 node.kubernetes.io/unreachable:NoExecute for 300s
Events:
  Type     Reason            Age                From               Message
  ----     ------            ----               ----               -------
  Warning  FailedScheduling  27s (x14 over 3m)  default-scheduler  0/4 nodes are available: 4 PodToleratesNodeTaints.
测试使用 toleration

增加 toleration 相关的配置来调度 whoami-t2master 节点上

apiVersion: apps/v1 # for versions before 1.9.0 use apps/v1beta2
kind: Deployment
metadata:
  name: whoami-t2
  labels:
    app: whoami
spec:
  replicas: 3
  selector:
    matchLabels:
      app: whoami
  template:
    metadata:
      labels:
        app: whoami
    spec:
      containers:
        - name: whoami
          image: opera443399/whoami:0.9
          ports:
            - containerPort: 80
      tolerations:
      - key: "node-role.kubernetes.io/master"
        operator: "Equal"
        value: ""
        effect: "NoSchedule"
测试结果

下述操作表明:之前不可用的节点,调整后,节点处于可用状态, pod 部署成功

##### 更新
[root@tvm-02 whoami]# kubectl apply -f app-t2.yaml
deployment "whoami-t2" configured
##### 连续 2 次查看状态
[root@tvm-02 whoami]# kubectl describe deploy/whoami-t2
Name:                   whoami-t2
(omitted)
Annotations:            deployment.kubernetes.io/revision=2
Replicas:               3 desired | 3 updated | 4 total | 2 available | 2 unavailable
Conditions:
  Type           Status  Reason
  ----           ------  ------
  Available      False   MinimumReplicasUnavailable
  Progressing    True    ReplicaSetUpdated
OldReplicaSets:  whoami-t2-6cf9cd6bf4 (1/1 replicas created)
NewReplicaSet:   whoami-t2-647c9cb7c5 (3/3 replicas created)
Events:
  Type    Reason             Age   From                   Message
  ----    ------             ----  ----                   -------
  Normal  ScalingReplicaSet  39m   deployment-controller  Scaled up replica set whoami-t2-6cf9cd6bf4 to 3
  Normal  ScalingReplicaSet  14s   deployment-controller  Scaled up replica set whoami-t2-647c9cb7c5 to 1
  Normal  ScalingReplicaSet  12s   deployment-controller  Scaled down replica set whoami-t2-6cf9cd6bf4 to 2
  Normal  ScalingReplicaSet  12s   deployment-controller  Scaled up replica set whoami-t2-647c9cb7c5 to 2
  Normal  ScalingReplicaSet  6s    deployment-controller  Scaled down replica set whoami-t2-6cf9cd6bf4 to 1
  Normal  ScalingReplicaSet  6s    deployment-controller  Scaled up replica set whoami-t2-647c9cb7c5 to 3
[root@tvm-02 whoami]# kubectl describe deploy/whoami-t2
Name:                   whoami-t2
(omitted)
Annotations:            deployment.kubernetes.io/revision=2
Replicas:               3 desired | 3 updated | 3 total | 3 available | 0 unavailable
(omitted)
Conditions:
  Type           Status  Reason
  ----           ------  ------
  Available      True    MinimumReplicasAvailable
  Progressing    True    NewReplicaSetAvailable
OldReplicaSets:  <none>
NewReplicaSet:   whoami-t2-647c9cb7c5 (3/3 replicas created)
Events:
  Type    Reason             Age   From                   Message
  ----    ------             ----  ----                   -------
  Normal  ScalingReplicaSet  39m   deployment-controller  Scaled up replica set whoami-t2-6cf9cd6bf4 to 3
  Normal  ScalingReplicaSet  28s   deployment-controller  Scaled up replica set whoami-t2-647c9cb7c5 to 1
  Normal  ScalingReplicaSet  26s   deployment-controller  Scaled down replica set whoami-t2-6cf9cd6bf4 to 2
  Normal  ScalingReplicaSet  26s   deployment-controller  Scaled up replica set whoami-t2-647c9cb7c5 to 2
  Normal  ScalingReplicaSet  20s   deployment-controller  Scaled down replica set whoami-t2-6cf9cd6bf4 to 1
  Normal  ScalingReplicaSet  20s   deployment-controller  Scaled up replica set whoami-t2-647c9cb7c5 to 3
  Normal  ScalingReplicaSet  12s   deployment-controller  Scaled down replica set whoami-t2-6cf9cd6bf4 to 0

[root@tvm-02 whoami]# kubectl get ds,deploy,svc,pods --all-namespaces -o wide -l app=whoami
NAMESPACE   NAME               DESIRED   CURRENT   UP-TO-DATE   AVAILABLE   AGE       CONTAINERS   IMAGES                   SELECTOR
default     deploy/whoami-t1   3         3         3            3           1h        whoami       opera443399/whoami:0.9   app=whoami
default     deploy/whoami-t2   3         3         3            3           45m       whoami       opera443399/whoami:0.9   app=whoami

NAMESPACE   NAME                            READY     STATUS    RESTARTS   AGE       IP               NODE
default     po/whoami-t1-6cf9cd6bf4-62bhc   1/1       Running   0          1h        172.30.105.1     tvm-04
default     po/whoami-t1-6cf9cd6bf4-dss72   1/1       Running   0          1h        172.30.105.2     tvm-04
default     po/whoami-t1-6cf9cd6bf4-zvpsk   1/1       Running   0          1h        172.30.105.0     tvm-04
default     po/whoami-t2-647c9cb7c5-9b5b6   1/1       Running   0          6m        172.30.105.3     tvm-04
default     po/whoami-t2-647c9cb7c5-kmj6k   1/1       Running   0          6m        172.30.235.129   tvm-01
default     po/whoami-t2-647c9cb7c5-p5gwm   1/1       Running   0          5m        172.30.60.193    tvm-03
如何移除指定的 taint 呢?
[root@tvm-02 whoami]# kubectl taint nodes tvm-04 node-role.kubernetes.io/master:NoSchedule-
node "tvm-04" untainted
##### 符合预期
[root@tvm-02 whoami]# kubectl describe nodes tvm-04 |grep -E '(Roles|Taints)'
Roles:              <none>
Taints:             <none>

聊一聊 Taints and Tolerations 的细节

TaintsNode affinity 是对立的概念,用来允许一个 node 拒绝某一类 pods
Taintstolerations 配合起来可以保证 pods 不会被调度到不合适的 nodes 上干活
一个 node 上可以有多个 taints
tolerations 应用到 pods 来允许被调度到合适的 nodes 上干活

概念

示范增加一个 taint 到 node 上的操作:

kubectl taint nodes tvm-04 demo.test.com/app=whoami:NoSchedule

在节点 tvm-04 上配置了一个 taint ,其中:
keydemo.test.com/app
valuewhoami
taint effectNoSchedule

如果要移除 taint 则:

kubectl taint nodes tvm-04 demo.test.com/app:NoSchedule-

然后在 PodSpec 中定义 toleration 使得该 pod 可以被调度到 tvm-04 上,有下述 2 种方式:

tolerations:
- key: "demo.test.com/app"
  operator: "Equal"
  value: "whoami"
  effect: "NoSchedule"
tolerations:
- key: "demo.test.com/app"
  operator: "Exists"
  effect: "NoSchedule"

tainttoleration 要匹配上,需要满足两者的 keyseffects 是一致的,且:

  • operatorExists (意味着不用指定 value 的内容)时,或者
  • operatorEqualvalues 也相同

注1: operator 默认值是 Equal 如果不指定的话

注2: 留意下面 2 个使用 Exists 的特例

  • key 为空且 operatorExists 时,将匹配所有的 keys, valueseffects ,这表明可以 tolerate 所有的 taint
    
    tolerations:
  • operator: "Exists"

  • effect 为空将匹配 demo.test.com/app 这个 key 对应的所有的 effects
    
    tolerations:
  • key: "demo.test.com/app"
    operator: "Exists"

上述 effect 使用的是 NoSchedule ,其实还可以使用其他的调度策略,例如:

  • PreferNoSchedule : 这意味着不是一个强制必须的调度策略(尽量不去满足不合要求的 pod 调度到 node 上来)
  • NoExecute : 后续解释

可以在同一个 node 上使用多个 taints ,也可以在同一个 pod 上使用多个 tolerations ,而 k8s 在处理 taints and tolerations 时类似一个过滤器:

  • 对比一个 node 上所有的 taints
  • 忽略掉和 pod 中 toleration 匹配的 taints
  • 遗留下来未被忽略掉的所有 taints 将对 pod 产生 effect

尤其是:

  • 至少有 1 个未被忽略的 tainteffectNoSchedule 时,则 k8s 不会将该 pod 调度到这个 node 上
  • 不满足上述场景,但至少有 1 个未被忽略的 tainteffectPreferNoSchedule 时,则 k8s 将尝试不把该 pod 调度到这个 node 上
  • 至少有 1 个未被忽略的 tainteffectNoExecute 时,则 k8s 会立即将该 pod 从该 node 上驱逐(如果已经在该 node 上运行),或着不会将该 pod 调度到这个 node 上(如果还没在这个 node 上运行)

实例,有下述 node 和 pod 的定义:

kubectl taint nodes tvm-04 key1=value1:NoSchedule
kubectl taint nodes tvm-04 key1=value1:NoExecute
kubectl taint nodes tvm-04 key2=value2:NoSchedule
tolerations:
- key: "key1"
  operator: "Equal"
  value: "value1"
  effect: "NoSchedule"
- key: "key1"
  operator: "Equal"
  value: "value1"
  effect: "NoExecute"

上述场景中,

  • 该 pod 不会调度到 node 上,因为第 3 个 taint 不满足
  • 如果该 pod 已经在该 node 上运行,则不会被驱逐

通常而言,不能 tolerate 一个 effectNoExecute 的 pod 将被立即驱逐,但是,通过指定可选的字段 tolerationSeconds 则可以规定该 pod 延迟到一个时间段后再被驱逐,例如:

tolerations:
- key: "key1"
  operator: "Equal"
  value: "value1"
  effect: "NoExecute"
  tolerationSeconds: 3600

也就是说,在 3600 秒后将被驱逐。但是,如果在这个时间点前移除了相关的 taint 则也不会被驱逐
注3:关于被驱逐,如果该 pod 没有其他地方可以被调度,也不会被驱逐出去(个人实验结果,请自行验证)

ZYXW、参考

  1. Taints and Tolerations
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