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spring boot上构建spring batch远程分区Step,分布式多机处理,提高spring batch处理时效

Home Page: https://gitee.com/kailing/partitionjob

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partitionjob's Introduction

partitionjob

spring boot上构建spring batch远程分区Step,分布式多机处理,提高spring batch处理时效

批处理是企业级业务系统不可或缺的一部分,spring batch是一个轻量级的综合性批处理框架,可用于开发企业信息系统中那些至关重要的数据批量处理业务.SpringBatch基于POJO和Spring框架,相当容易上手使用,让开发者很容易地访问和利用企业级服务.spring batch是具有高可扩展性的框架,简单的批处理,复杂的大数据批处理作业都可以通过SpringBatch框架来实现。

项目特色

本项目不仅搭建了一个完整的可直接运行的spring batch远程分区处理实例,而且基于spring profile控制,可实现如下模式部署

  • 一主多从
  • 多主多从
  • 主从混用

架构图

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原理简述

基于RabbitMQ,master节点将数据根据相关逻辑(ID,hash),拆分成一段一段要处理的数据集,然后将数据集放到消息中间件中(ActiveMQ,RabbitMQ ),从节点监听到消息,获取消息,读取消息中的数据集处理并发回结果

更多详情可移步博客:kailing.pub

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