关于kubernetes:18kubernetes笔记-Pod资源调度一-nodeAffinity节点亲和

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前言

在 k8s 集群建设过程中，个别状况下咱们部署的 Pod 是通过集群的主动调度策略来抉择节点的，默认状况下调度器思考的是资源足够，并且负载尽量均匀。然而有的时候咱们须要可能更加细粒度的去管制 Pod 的调度；有时咱们心愿对内和对外的两类业务别离跑在不同的节点上，互相有依赖的两个 pod 跑在同一节点上，等状况；这就须要咱们更好的管制 pod 的部署；k8s 给咱们提供了亲和性和反亲和性，污点 (taint) 和 Toleration（容忍）等概念。

  • 节点 node 亲和性
  • 其中又分为硬亲和与软亲和
  • 硬亲和示意条件必须满足
  • 软亲和示意尽量满足

节点亲和 Node affinity:

  • 硬亲和示意条件必须满足条件
    requiredDuringSchedulingIgnoredDuringExecution
    示意 pod 必须部署到满足条件的节点上，如果没有满足条件的节点，就不停重试。其中 IgnoreDuringExecution 示意 pod 部署之后运行的时候，如果节点标签产生了变动，不再满足 pod 指定的条件，pod 也会持续运行。
  • 软亲和示意尽量满足条件
    preferredDuringSchedulingIgnoredDuringExecution
    示意优先部署到满足条件的节点上，如果没有满足条件的节点，就疏忽这些条件，依照失常逻辑部署。

查看 nodeAffinity 的具体阐明

[root@k8s-master scheduler]# kubectl explain  pods.spec.affinity.nodeAffinity 
KIND:     Pod
...
FIELDS:
   preferredDuringSchedulingIgnoredDuringExecution     <[]Object>   #软亲和
     The scheduler will prefer to schedule pods to nodes that satisfy the
     affinity expressions specified by this field, but it may choose a node that
     violates one or more of the expressions. The node that is most preferred is
     the one with the greatest sum of weights, i.e. for each node that meets all
     of the scheduling requirements (resource request, requiredDuringScheduling
     affinity expressions, etc.), compute a sum by iterating through the
     elements of this field and adding "weight" to the sum if the node matches
     the corresponding matchExpressions; the node(s) with the highest sum are
     the most preferred.

   requiredDuringSchedulingIgnoredDuringExecution    <Object>  #硬亲和
     If the affinity requirements specified by this field are not met at
     scheduling time, the pod will not be scheduled onto the node. If the
     affinity requirements specified by this field cease to be met at some point
     during pod execution (e.g. due to an update), the system may or may not try
     to eventually evict the pod from its node.
 
[root@k8s-master ~]# kubectl explain  pods.spec.affinity.nodeAffinity.requiredDuringSchedulingIgnoredDuringExecution  #硬亲和详情阐明
...
FIELDS:
   nodeSelectorTerms    <[]Object> -required-    #节点抉择条件
     Required. A list of node selector terms. The terms are ORed.

[root@k8s-master scheduler]# kubectl explain  pods.spec.affinity.nodeAffinity.preferredDuringSchedulingIgnoredDuringExecution   #软亲和详情阐明
...
FIELDS:
   preference    <Object> -required-   #亲和偏差与权重一起应用
     A node selector term, associated with the corresponding weight.

   weight    <integer> -required-  #权重
     Weight associated with matching the corresponding nodeSelectorTerm, in the
     range 1-100.

[root@k8s-master scheduler]# kubectl explain  pods.spec.affinity.nodeAffinity.requiredDuringSchedulingIgnoredDuringExecution
KIND:     Pod
VERSION:  v1

RESOURCE: requiredDuringSchedulingIgnoredDuringExecution <Object>

DESCRIPTION:
     If the affinity requirements specified by this field are not met at
     scheduling time, the pod will not be scheduled onto the node. If the
     affinity requirements specified by this field cease to be met at some point
     during pod execution (e.g. due to an update), the system may or may not try
     to eventually evict the pod from its node.

     A node selector represents the union of the results of one or more label
     queries over a set of nodes; that is, it represents the OR of the selectors
     represented by the node selector terms.

FIELDS:
   nodeSelectorTerms    <[]Object> -required-
     Required. A list of node selector terms. The terms are ORed.

示例 1: 节点硬亲和

[root@k8s-master Scheduler]# cat pod-with-nodeselector.yaml 
apiVersion: v1
kind: Pod
metadata:
  name: pod-with-nodeselector
spec:
  containers:
  - name: demoapp
    image: ikubernetes/demoapp:v1.0
  nodeSelector:  #硬亲和选项
    gpu: ''  #为空


[root@k8s-master Scheduler]# kubectl get pod
NAME                               READY   STATUS    RESTARTS   AGE
deployment-demo-5fddfb8ffc-lssq8   1/1     Running   0          23m
deployment-demo-5fddfb8ffc-r277n   1/1     Running   0          23m
deployment-demo-5fddfb8ffc-wrpjx   1/1     Running   0          23m
deployment-demo-5fddfb8ffc-zzwck   1/1     Running   0          23m
pod-with-nodeselector              0/1     Pending   0          3m8s   #挂起状态

[root@k8s-master Scheduler]# kubectl describe pod pod-with-nodeselector
......
Events:
  Type     Reason            Age   From               Message
  ----     ------            ----  ----               -------
  Warning  FailedScheduling  15s   default-scheduler  0/4 nodes are available: 4 node(s) didn't match node selector.   #提醒所有节点没有匹配的标签
  Warning  FailedScheduling  15s   default-scheduler  0/4 nodes are available: 4 node(s) didn't match node selector.

[root@k8s-master Scheduler]# kubectl label node k8s-node3 gpu=''  #给 node3 打标签 gpu 为空
node/k8s-node3 labeled

[root@k8s-master Scheduler]# kubectl get pod -o wide
NAME                               READY   STATUS    RESTARTS   AGE     IP               NODE        NOMINATED NODE   READINESS GATES
deployment-demo-5fddfb8ffc-lssq8   1/1     Running   0          24m     192.168.113.14   k8s-node1   <none>           <none>
deployment-demo-5fddfb8ffc-r277n   1/1     Running   0          24m     192.168.12.12    k8s-node2   <none>           <none>
deployment-demo-5fddfb8ffc-wrpjx   1/1     Running   0          24m     192.168.12.11    k8s-node2   <none>           <none>
deployment-demo-5fddfb8ffc-zzwck   1/1     Running   0          24m     192.168.51.19    k8s-node3   <none>           <none>
pod-with-nodeselector              1/1     Running   0          3m59s   192.168.51.20    k8s-node3   <none>           <none>   #运行在 node3

[root@k8s-master Scheduler]# kubectl label node k8s-node3 gpu-   #删除标签不会对已创立的 Pod 产生影响，因为调度只产生在创立之前

node/k8s-node3 labeled
[root@k8s-master Scheduler]# kubectl get pod
NAME                               READY   STATUS    RESTARTS   AGE
deployment-demo-5fddfb8ffc-lssq8   1/1     Running   0          28m
deployment-demo-5fddfb8ffc-r277n   1/1     Running   0          28m
deployment-demo-5fddfb8ffc-wrpjx   1/1     Running   0          28m
deployment-demo-5fddfb8ffc-zzwck   1/1     Running   0          28m
pod-with-nodeselector              1/1     Running   0          8m9s
[root@k8s-master Scheduler]# cat node-affinity-required-demo.yaml 
apiVersion: apps/v1
kind: Deployment
metadata:
  name: node-affinity-required
  namespace: default
spec:
  replicas: 5
  selector:
    matchLabels :
      app: demoapp
      ctlr: node-affinity-required
  template:
    metadata:
      labels :
        app: demoapp
        ctlr: node-affinity-required
    spec:
      containers :
      - name: demoapp
        image: ikubernetes/demoapp:v1.0
        livenessProbe :
          httpGet:
            path: '/livez'
            port: 80
          initialDelaySeconds: 5
        readinessProbe:
          httpGet :
            path: '/readyz'
            port: 80
          initialDelaySeconds: 15
      affinity:
        nodeAffinity:
          requiredDuringSchedulingIgnoredDuringExecution:
            nodeSelectorTerms:
            - matchExpressions:   #匹配条件
              - key: gpu          #领有这个标签
                operator: Exists
              - key: node-role.kubernetes.io/master  #不能为主节点 两个条件同时满足
                operator: DoesNotExist

[root@k8s-master Scheduler]# kubectl apply -f node-affinity-required-demo.yaml
[root@k8s-master Scheduler]# kubectl get pod
NAME                                     READY   STATUS    RESTARTS   AGE
node-affinity-required-5cb67df4b-d5nk6   0/1     Pending   0          3m51s
node-affinity-required-5cb67df4b-m6zxf   0/1     Pending   0          3m52s
node-affinity-required-5cb67df4b-sq5k9   0/1     Pending   0          3m51s
node-affinity-required-5cb67df4b-tvpwf   0/1     Pending   0          3m51s
node-affinity-required-5cb67df4b-vkx7j   0/1     Pending   0          3m52s
pod-with-nodeselector                    0/1     Pending   0          31m         #Pod 挂起

[root@k8s-master Scheduler]# kubectl label node k8s-node2 gpu='true'
node/k8s-node2 labeled    #为节点增加标签以符合条件

[root@k8s-master Scheduler]# kubectl get pod -o wide
NAME                                     READY   STATUS              RESTARTS   AGE     IP       NODE        NOMINATED NODE   READINESS GATES
node-affinity-required-5cb67df4b-d5nk6   0/1     ContainerCreating   0          5m14s   <none>   k8s-node2   <none>           <none>
node-affinity-required-5cb67df4b-m6zxf   0/1     ContainerCreating   0          5m15s   <none>   k8s-node2   <none>           <none>
node-affinity-required-5cb67df4b-sq5k9   0/1     ContainerCreating   0          5m14s   <none>   k8s-node2   <none>           <none>
node-affinity-required-5cb67df4b-tvpwf   0/1     ContainerCreating   0          5m14s   <none>   k8s-node2   <none>           <none>
node-affinity-required-5cb67df4b-vkx7j   0/1     ContainerCreating   0          5m15s   <none>   k8s-node2   <none>           <none>

示例 2: nodeAffinity 硬亲和

  • requiredDuringSchedulingIgnoredDuringExecution
[root@k8s-master Scheduler]# cat   node-affinity-and-resourcefits.yaml
apiVersion: apps/v1
kind: Deployment
metadata:
  name: node-affinity-and-resourcefits
  namespace: default
spec:
  replicas: 5
  selector:
    matchLabels:
      app: demoapp
      ctlr: node-affinity-and-resourcefits
  template:
    metadata:
      labels:
        app: demoapp
        ctlr: node-affinity-and-resourcefits
    spec:
      containers:
      - name: demoapp
        image: ikubernetes/demoapp:v1.0
        resources:  #预选函数 只有满足资源需要的 node 才会进行上面的权重打分 进行优选
          requests:
            cpu: 1000m
            memory: 200Mi
        livenessProbe:
          httpGet:
            path: '/livez'
            port: 80
          initialDelaySeconds: 5
        readinessProbe:
          httpGet:
            path: '/readyz'
            port: 80
          initialDelaySeconds: 15
      affinity:
        nodeAffinity:
          requiredDuringSchedulingIgnoredDuringExecution:   #硬亲和
            nodeSelectorTerms:
            - matchExpressions:
              - key: gpu
                operator: Exists

示例 3: nodeAffinity 软亲和

  • preferredDuringSchedulingIgnoredDuringExecution
[root@k8s-master Scheduler]# cat node-affinity-preferred-demo.yaml 
apiVersion: apps/v1
kind: Deployment
metadata:
  name: node-affinity-preferred
spec:
  replicas: 5
  selector:
    matchLabels:
      app: demoapp
      ctir: node-affinity-preferred
  template:
    metadata:
      name: demoapp
      labels:
        app: demoapp
        ctir: node-affinity-preferred
    spec:
      containers :
      - name: demoapp
        image: ikubernetes/demoapp:v1.0
        resources:  #预选函数 只有满足资源需要的 node 才会进行上面的权重打分 进行优选
          requests:
            cpu: 100m 
            memory: 100Mi
      affinity:
        nodeAffinity:
          preferredDuringSchedulingIgnoredDuringExecution:  #软亲和
          - weight: 60
            preference:
              matchExpressions:  #带 gpu 标签的加 60 权重
              - key: gpu
                operator: Exists
          - weight: 30
            preference:
              matchExpressions: #蕴含 foo、bar 标签的加 30 权重
              - key: region
                operator: In
                values: ["foo","bar"]
                
[root@k8s-master Scheduler]# kubectl apply -f node-affinity-preferred-demo.yaml 
deployment.apps/node-affinity-preferred created

#为节点增加标签
[root@k8s-master ~]# kubectl label node k8s-node1.org gpu=2
node/k8s-node1.org labeled
[root@k8s-master ~]# kubectl label node k8s-node3.org region=foo
node/k8s-node3.org labeled
[root@k8s-master ~]# kubectl label node k8s-node2.org region=bar
node/k8s-node2.org labeled

[root@k8s-master ~]# kubectl get node -l gpu    # node1 为 gpu
NAME            STATUS   ROLES    AGE   VERSION
k8s-node1.org   Ready    <none>   47d   v1.22.2
[root@k8s-master ~]# kubectl get node -l region  #node2、node3 为
NAME            STATUS   ROLES    AGE   VERSION
k8s-node2.org   Ready    <none>   47d   v1.22.2
k8s-node3.org   Ready    <none>   47d   v1.22.2

[root@k8s-master Scheduler]# kubectl apply -f node-affinity-preferred-demo.yaml 
deployment.apps/node-affinity-preferred created
  • 实践上 node1 权重更高 pod 会都运行在 node1 上
[root@k8s-master ~]# kubectl get pod -o wide
NAME                                       READY   STATUS     RESTARTS   AGE   IP             NODE            NOMINATED NODE   READINESS GATES
details-v1-79f774bdb9-vjmll                2/2     Running    0          27d   10.244.42.13   k8s-node3.org   <none>           <none>
node-affinity-preferred-5579fd76bc-5hfd2   0/2     Init:0/1   0          15s   <none>         k8s-node1.org   <none>           <none> 
node-affinity-preferred-5579fd76bc-gzhd6   0/2     Init:0/1   0          15s   <none>         k8s-node1.org   <none>           <none>
node-affinity-preferred-5579fd76bc-q8wrc   0/2     Init:0/1   0          15s   <none>         k8s-node1.org   <none>           <none>
node-affinity-preferred-5579fd76bc-v42sn   0/2     Init:0/1   0          15s   <none>         k8s-node1.org   <none>           <none>
node-affinity-preferred-5579fd76bc-vvc42   0/2     Init:0/1   0          15s   <none>         k8s-node1.org   <none>           <none>
productpage-v1-6b746f74dc-q564k            2/2     Running    0          27d   10.244.42.21   k8s-node3.org   <none>           <none>
ratings-v1-b6994bb9-vh57t                  2/2     Running    0          27d   10.244.42.19   k8s-node3.org   <none>           <none>
reviews-v1-545db77b95-clh87                2/2     Running    0          27d   10.244.42.12   k8s-node3.org   <none>           <none>
reviews-v2-7bf8c9648f-hdbdl                2/2     Running    0          27d   10.244.42.9    k8s-node3.org   <none>           <none>
reviews-v3-84779c7bbc-4vzcz                2/2     Running    0          27d   10.244.42.17   k8s-node3.org   <none>           <none>
正文完
kubernetes
发表至： kubernetes
2021-11-26
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