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README
Apache-2.0

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Gitee Starts Gitee Starts 作者 jdk版本 SpringBoot版本 MySQL版本 Redis版本 Redis版本 ORM框架 分布式定时任务 计算引擎 部署 部署 前端 RPC框架 同步框架

异构数据源同步服务DatalinkX介绍

核心功能 :在不同的异构数据源中进行数据同步,对同步任务进行管理和维护

意义:只要公司规模较大,部门与部门之间有数据协作都应该有类似DatalinkX的项目,比如爬虫组的同事爬下来数据要定时同步到数仓组负责的库下。同步服务会集中管理同步任务,收拢同步日志、提高内部工作效率。

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项目特性

  • 简单易用:通过Web页面快速创建数据源、同步任务,操作简单,一分钟上手
  • 定时触发:对接xxl-job定时,设置cron表达式触发同步任务
  • 配置化任务对接:将数据库信息、任务详情界面化配置
  • 高性能同步:使用高性能流式flink计算引擎
  • 容器化部署:支持docker部署

项目技术栈

依赖 版本 描述
Spring Boot 3.2.1 项目脚手架
SpringData JPA 3.2.1 持久层框架
MySQL 8.0 DB数据库
ElasticSearch 7.x 支持流转的数据库
Redis 5.0 ↑ 缓存数据库
ChunJun(原FlinkX) 1.10_release 袋鼠云开源数据同步框架
Flink 1.10.3 分布式大数据计算引擎
Xxl-job 2.3.0 分布式调度框架
Retrofit2 2.9.0 RPC通信服务
Jackson 2.11.4 反序列化框架
Maven 3.6.X Java包管理
Vue.js 2.X 前端框架
AntDesignUI 3.0.4 前端UI
Docker 容器化部署

启动姿势

中间件

执行 docker compose -p datalinkx up -d 命令将各组件启动

手动搭建组件(linux):

xxl-job: https://github.com/xuxueli/xxl-job/archive/refs/tags/2.3.0.zip 纯Java项目,可clone代码后打包成jar包启动,xxl-job依赖mysql,需要修改对应数据库地址配置,表结构在/xxl-job-2.3.0/doc/db/tables_xxl_job.sql,导入mysql即可。

flink:https://archive.apache.org/dist/flink/flink-1.10.3/ 选择flink-1.10.3-bin-scala_2.12.tgz下载,解压进入bin目录执行./start-cluster.sh,首次运行默认只有一个任务slot,访问http://localhost:8081 进去flink后台页面。

DB层

执行 /datalinkx-server/src/main/resources/db.sql

后端

  1. 运行datalinkx-serverdatalinkx-job模块
    1. datalinkx-server与front交互,依赖mysql、redis
    2. datalinkx-job负责提交、维护任务的生命周期,依赖xxl-job、flink
      1. 服务启动后会默认使用netty启动${xxl.job.executor.port} 负责监听xxl-job的任务事件
      2. 任务执行详细信息通过datalinkx-client的rpc能力访问${client.dataserver}
      3. 如果更改了datalinkx-server端口需要同步更改datalinkx-job配置项${client.dataserver}
      4. ${flinkx.path}配置flinkx模块的路径
    3. 遇到依赖问题执行 mvn clean -U
  2. flinkx模块为单独的项目
    1. 需要手动执行mvn clean install -U -Dmaven.test.skip=true -Dcheckstyle.skip=true将插件打包
    2. 打包后配置好flinkx/flinkconf中flink的地址jobmanager.rpc.address:和端口rest.port即可

前端

yarn install && export NODE_OPTIONS=--openssl-legacy-provider && yarn run serve

使用姿势

  1. 登录系统,默认密码admin、admin登录,没有权限相关控制 img.png
  2. 数据源管理,配置数据流转数据源信息 img.png
  3. 任务管理,配置from_db与to_db构造job_graph img.png
  4. 任务级联配置 img.png
  5. 任务血缘 img.png
  6. 任务调度 img.png
  7. 任务执行 img.png

datalinkx交流群

私聊进群我会拉到项目交流群中 输入图片说明

项目文档

细致文档带你吃透DatalinkX

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基于flink的异构数据源流转系统🔥🔥 展开 收起
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