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做旅游信息的网站能赚钱吗,跨境电商,做自己的优惠券网站,甘肃住房与城乡建设部网站1 概述 flink operator及其flink集群，默认不直接支持华为云OBS，需要在这些java程序的插件目录放一个jar包，以及修改flink配置后，才能支持集成华为云OBS。相关链接参考： https://support.huaweicloud.com/bestpracti…

1 概述

flink operator及其flink集群，默认不直接支持华为云OBS，需要在这些java程序的插件目录放一个jar包，以及修改flink配置后，才能支持集成华为云OBS。
相关链接参考：

https://support.huaweicloud.com/bestpractice-obs/obs_05_1516.html

2 环境准备

2.1 华为云kubernetes集群

准备一个kubernetes集群，如下图所示：
在这里插入图片描述

2.2 flink operator helm包下载地址

https://downloads.apache.org/flink/flink-kubernetes-operator-1.10.0/flink-kubernetes-operator-1.10.0-helm.tgz

2.3 cert-manager yaml文件下载地址

https://github.com/jetstack/cert-manager/releases/download/v1.17.2/cert-manager.yaml

2.4 准备flink应用示例

https://github.com/apache/flink/tree/master/flink-examples

将flink官方示例的代码编译成jar包，再上传到对象存储OBS，如下图所示：
在这里插入图片描述
这些jar包存放在华为云OBS对象存储上，flink operator和可以通过OBS协议拉取jar包，最终提交给flink集群，并且flink集群的jobmanager、flink taskmanager也能读写OBS对象存储。

3 部署

3.1 安装cert-manager

此组件是flink operator webhook的一个依赖，因此先安装它。

cd /tmp
wget https://github.com/jetstack/cert-manager/releases/download/v1.17.1/cert-manager.yaml
kubectl apply -f cert-manager.yaml

在这里插入图片描述

3.2 安装helm二进制工具

cd /tmp
wget https://get.helm.sh/helm-v3.16.2-linux-amd64.tar.gz
tar xf helm-v3.16.2-linux-amd64.tar.gz
cd linux-amd64
/bin/cp -f helm /usr/bin/
helm env

3.3 部署flink operator

下载fink operator的helm包，解压文件，最后通过helm命令将它部署在flink namespace中。

cd /tmp
wget https://downloads.apache.org/flink/flink-kubernetes-operator-1.10.0/flink-kubernetes-operator-1.10.0-helm.tgz
tar xf flink-kubernetes-operator-1.10.0-helm.tgz

修改flink-kubernetes-operator/values.yaml文件，在文件的defaultConfiguration.flink-conf.yaml字段下新增如下内容：

defaultConfiguration:flink-conf.yaml: |+fs.obs.impl: org.apache.hadoop.fs.obs.OBSFileSystemfs.obs.access.key: *********你的ak*********fs.obs.secret.key: *********你的sk*********fs.obs.endpoint: obs.cn-south-1.myhuaweicloud.com     # 这是对象存储端点，依据实际情况填写

部署k8s资源，命令如下：

helm upgrade --install flink-operator -n flink --create-namespace \
--set image.repository=swr.cn-south-1.myhuaweicloud.com/migrator/flink-kubernetes-operator \
--set image.tag=1.10.0 \
./flink-kubernetes-operator/

我将flink-obs的jar包放入到镜像swr.cn-south-1.myhuaweicloud.com/migrator/flink-obs-fs-hadoop:1.12.1-hw-45中，此镜像是公共镜像，大家可随意拉取使用。

接着，更新operator deployment（需要使用initContainer和obs-plugin的volume的挂载），直接kubectl apply如下内容即可：

apiVersion: apps/v1
kind: Deployment
metadata:annotations:meta.helm.sh/release-name: flink-operatormeta.helm.sh/release-namespace: flinkgeneration: 4labels:app.kubernetes.io/managed-by: Helmapp.kubernetes.io/name: flink-kubernetes-operatorapp.kubernetes.io/version: 1.10.0helm.sh/chart: flink-kubernetes-operator-1.10.0name: flink-kubernetes-operatornamespace: flink
spec:replicas: 1selector:matchLabels:app.kubernetes.io/name: flink-kubernetes-operatorstrategy:type: Recreatetemplate:metadata:annotations:kubectl.kubernetes.io/default-container: flink-kubernetes-operatorcreationTimestamp: nulllabels:app.kubernetes.io/name: flink-kubernetes-operatorspec:initContainers:- image: swr.cn-south-1.myhuaweicloud.com/migrator/flink-obs-fs-hadoop:1.12.1-hw-45name: sidecarcommand: ["sh"]args: ["-c","mkdir -p /opt/flink/plugins/obs-fs-hadoop && cp -f /opt/*.jar /opt/flink/plugins/obs-fs-hadoop/"]volumeMounts:- name: obs-pluginmountPath: /opt/flink/plugins/obs-fs-hadoopcontainers:- command:- /docker-entrypoint.sh- operatorenv:- name: OPERATOR_NAMESPACEvalueFrom:fieldRef:apiVersion: v1fieldPath: metadata.namespace- name: HOST_IPvalueFrom:fieldRef:apiVersion: v1fieldPath: status.hostIP- name: POD_IPvalueFrom:fieldRef:apiVersion: v1fieldPath: status.podIP- name: POD_NAMEvalueFrom:fieldRef:apiVersion: v1fieldPath: metadata.name- name: OPERATOR_NAMEvalue: flink-kubernetes-operator- name: FLINK_CONF_DIRvalue: /opt/flink/conf- name: FLINK_PLUGINS_DIRvalue: /opt/flink/plugins- name: LOG_CONFIGvalue: -Dlog4j.configurationFile=/opt/flink/conf/log4j-operator.properties- name: JVM_ARGSimage: swr.cn-south-1.myhuaweicloud.com/migrator/flink-kubernetes-operator:1.10.0imagePullPolicy: IfNotPresentlivenessProbe:failureThreshold: 3httpGet:path: /port: health-portscheme: HTTPinitialDelaySeconds: 30periodSeconds: 10successThreshold: 1timeoutSeconds: 1name: flink-kubernetes-operatorports:- containerPort: 8085name: health-portprotocol: TCPresources: {}securityContext: {}startupProbe:failureThreshold: 30httpGet:path: /port: health-portscheme: HTTPperiodSeconds: 10successThreshold: 1timeoutSeconds: 1terminationMessagePath: /dev/termination-logterminationMessagePolicy: FilevolumeMounts:- mountPath: /opt/flink/confname: flink-operator-config-volume- mountPath: /opt/flink/artifactsname: flink-artifacts-volume- name: obs-pluginmountPath: /opt/flink/plugins/obs-fs-hadoop- command:- /docker-entrypoint.sh- webhookenv:- name: WEBHOOK_KEYSTORE_PASSWORDvalueFrom:secretKeyRef:key: passwordname: flink-operator-webhook-secret- name: WEBHOOK_KEYSTORE_FILEvalue: /certs/keystore.p12- name: WEBHOOK_KEYSTORE_TYPEvalue: pkcs12- name: WEBHOOK_SERVER_PORTvalue: "9443"- name: LOG_CONFIGvalue: -Dlog4j.configurationFile=/opt/flink/conf/log4j-operator.properties- name: JVM_ARGS- name: FLINK_CONF_DIRvalue: /opt/flink/conf- name: FLINK_PLUGINS_DIRvalue: /opt/flink/plugins- name: OPERATOR_NAMESPACEvalueFrom:fieldRef:apiVersion: v1fieldPath: metadata.namespaceimage: swr.cn-south-1.myhuaweicloud.com/migrator/flink-kubernetes-operator:1.10.0imagePullPolicy: IfNotPresentname: flink-webhookresources: {}securityContext: {}terminationMessagePath: /dev/termination-logterminationMessagePolicy: FilevolumeMounts:- mountPath: /certsname: keystorereadOnly: true- mountPath: /opt/flink/confname: flink-operator-config-volumednsPolicy: ClusterFirstrestartPolicy: AlwaysschedulerName: default-schedulersecurityContext:runAsGroup: 9999runAsUser: 9999serviceAccount: flink-operatorserviceAccountName: flink-operatorterminationGracePeriodSeconds: 30volumes:- configMap:defaultMode: 420items:- key: flink-conf.yamlpath: flink-conf.yaml- key: log4j-operator.propertiespath: log4j-operator.properties- key: log4j-console.propertiespath: log4j-console.propertiesname: flink-operator-configname: flink-operator-config-volume- emptyDir: {}name: flink-artifacts-volume- name: keystoresecret:defaultMode: 420items:- key: keystore.p12path: keystore.p12secretName: webhook-server-cert- name: obs-pluginemptyDir: {}

3.4 部署flink session cluster

kubectl apply以下资源即可部署一个flink session集群，文件内容如下：

apiVersion: flink.apache.org/v1beta1
kind: FlinkDeployment
metadata:name: flink-session-clusternamespace: flink
spec:image: swr.cn-south-1.myhuaweicloud.com/migrator/flink:1.19flinkVersion: v1_19flinkConfiguration:fs.obs.impl: org.apache.hadoop.fs.obs.OBSFileSystemfs.obs.access.key: *********你的ak*********fs.obs.secret.key: *********你的sk*********fs.obs.endpoint: obs.cn-south-1.myhuaweicloud.com   # 这是对象存储端点，依据实际情况填写jobManager:resource:memory: "2048m"cpu: 2taskManager:resource:memory: "2048m"cpu: 2serviceAccount: flinkpodTemplate:spec:volumes:- name: obs-pluginemptyDir: {}containers:# Do not change the main container name- name: flink-main-containervolumeMounts:- name: obs-pluginmountPath: /opt/flink/plugins/obs-fs-hadoopinitContainers:- image: swr.cn-south-1.myhuaweicloud.com/migrator/flink-obs-fs-hadoop:1.12.1-hw-45name: sidecarcommand: ["sh"]args: ["-c","mkdir -p /opt/flink/plugins/obs-fs-hadoop && cp -f /opt/*.jar /opt/flink/plugins/obs-fs-hadoop/"]volumeMounts:- name: obs-pluginmountPath: /opt/flink/plugins/obs-fs-hadoop

在这里插入图片描述

4 提交flink作业

kubectl apply以下资源即可：

apiVersion: flink.apache.org/v1beta1
kind: FlinkSessionJob
metadata:name: basic-session-job-examplenamespace: flink
spec:deploymentName: flink-session-clusterjob:jarURI: obs://你的桶/StateMachineExample.jar    # jar包的位置，按实际情况填写parallelism: 1

在这里插入图片描述
可见flink作业是running状态，说明jar包被flink operator从华为云对象存储OBS拉取下来并提交到flink集群中。
继续查看flink operator日志，可以看见obs相关的信息：