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Apache SeaTunnel k8s 集群模式 Zeta 引擎部署指南

日期:2024-04-30点击:199

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SeaTunnel提供了一种运行Zeta引擎(cluster-mode)的方法,可以让Kubernetes在本地运行Zeta引擎,实现更高效的应用程序部署和管理。在本文中,我们将探索SeaTunnel k8s运行zeta引擎(cluster-mode模式)的更多信息,了解如何更好地利用Zeta引擎的优势。

  1. 将SeaTunnel上传至服务器上。我之前已经解压并执行过install-plugin.sh,这里为了方便,我直接用的执行过install-plugin.sh脚本之后的seatunnel做演示。

执行过install-plugin后的lib目录包含如下:

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tar -zxvf apache-seatunnel-2.3.3-bin.tar.gz sh apache-seatunnel-2.3.3/bin/install-plugin.sh tar -czvf apache-seatunnel-2.3.3-bin.tar.gz apache-seatunnel-2.3.3 
  1. 构建seatunnel镜像。在安装seatunnel的同级文件夹下创建Dockerfile。配置如下,可自行选择版本:
FROM openjdk:8 ENV SEATUNNEL_HOME="/opt/seatunnel" ENV SEATUNNEL_VERSION="2.3.3" COPY /apache-seatunnel-${SEATUNNEL_VERSION}-bin.tar.gz /opt/apache-seatunnel-${SEATUNNEL_VERSION}-bin.tar.gz WORKDIR /opt RUN tar -xzvf apache-seatunnel-${SEATUNNEL_VERSION}-bin.tar.gz RUN mv apache-seatunnel-${SEATUNNEL_VERSION} seatunnel RUN rm -f /opt/apache-seatunnel-${SEATUNNEL_VERSION}-bin.tar.gz WORKDIR /opt/seatunnel 

执行命令

docker build -t seatunnel:2.3.3 -f Dockerfile. 
  1. 查看镜像
docker images 

如下所示镜像

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  1. 将镜像load进k8s,这里用的minikube做演示
minikube image load seatunnel:2.3.3 

上述可参考:手把手教你掌握SeaTunnel k8s运行Zeta引擎本地模式的技巧

  1. 创建configmap如下
kubectl create configmap hazelcast-client --from-file= config/hazelcast-client.yaml kubectl create configmap hazelcast --from-file=config/hazelcast.yaml kubectl create configmap seatunnelmap --from-file=config/seatunnel.yaml 
  1. 使用Reloader实现更新configmap后自动重启pod
wget https://raw.githubusercontent.com/stakater/Reloader/master/deployments/kubernetes/reloader.yaml kubectl apply -f reloader.yaml 

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  1. 创建seatunnel-cluster.yml如下
apiVersion: v1 kind: Service metadata: name: seatunnel spec: selector: app: seatunnel ports: - port: 5801 name: seatunnel clusterIP: None --- apiVersion: apps/v1 kind: StatefulSet metadata: name: seatunnel annotations: configmap.reloader.stakater.com/reload: "hazelcast,hazelcast-client,seatunnelmap" spec: serviceName: "seatunnel" replicas: 3 selector: matchLabels: app: seatunnel template: metadata: labels: app: seatunnel spec: containers: - name: seatunnel image: seatunnel:2.3.3 imagePullPolicy: IfNotPresent ports: - containerPort: 5801 name: client command: ["/bin/sh","-c","/opt/seatunnel/bin/seatunnel-cluster.sh -DJvmOption=-Xms2G -Xmx2G"] resources: limits: cpu: "1" memory: 4G requests: cpu: "1" memory: 2G volumeMounts: - mountPath: "/opt/seatunnel/config/hazelcast.yaml" name: hazelcast subPath: hazelcast.yaml - mountPath: "/opt/seatunnel/config/hazelcast-client.yaml" name: hazelcast-client subPath: hazelcast-client.yaml - mountPath: "/opt/seatunnel/config/seatunnel.yaml" name: seatunnelmap subPath: seatunnel.yaml volumes: - name: hazelcast configMap: name: hazelcast - name: hazelcast-client configMap: name: hazelcast-client - name: seatunnelmap configMap: name: seatunnelmap 
  1. 执行
 kubectl apply -f seatunnel-cluster.yml 

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  1. 修改configmap中的配置
kubectl edit cm hazelcast 
修改集群地址 这里采用的是headless service访问模式 一般pod之间访问其格式为 <pod-name>.<service-name>.<namespace>.svc.cluster.local 

如下示例

  • seatunnel-0.seatunnel.default.svc.cluster.local
  • seatunnel-1.seatunnel.default.svc.cluster.local
  • seatunnel-2.seatunnel.default.svc.cluster.local

友情提示:不要用tab,用空格 。不然会报错

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kubectl edit cm hazelcast-client 

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kubectl edit cm seatunnelmap 

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此处改为自己的hdfs地址。

  1. 可以看到如下

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  1. 待所有节点都更新完毕处于running状态后 可进入容器内查看路径是否已修改
kubectl exec -it seatunnel-0 /bin/bash cat config/hazelcast.yaml 

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  1. 在容器内查看日志
tail -200f logs/seatunnel-engine-server.log 

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我们发现集群已经正常运行.

  1. 运行任务

我们可以再新打开一个连接,登录另一个pod节点执行任务来测试集群:

kubectl exec -it seatunnel-1 /bin/bash 
bin/seatunnel.sh --config config/v2.streaming.conf.template 

我们发现其他pod内也已经开始运行任务

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原文链接:https://blog.csdn.net/weixin_41854429/article/details/132836402

本文由 白鲸开源科技 提供发布支持!

原文链接:https://my.oschina.net/SeaTunnel/blog/11066434
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