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Spring-Batch之批处理实践

jiezi

这里对 Spring Batch 进行批处理实践。

介绍

本文将会讲述 SpringBatch 如何搭建并运行起来的。
本教程，将会介绍从磁盘读取文件，并写入 MySql 中。

什么是 Spring Batch

Spring Batch 是 Spring 的子项目，基于 Spring 的批处理的框架，通过其可以构建出批量的批处理框架。

官方地址：github.com/spring-projects/spring-batch

入门案例

新建 Spring Boot 项目

选择 Spring Batch

继续等待

pom 依赖如下 

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <parent>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-parent</artifactId>
        <version>2.3.1.RELEASE</version>
        <relativePath/> <!-- lookup parent from repository -->
    </parent>
    <groupId>com.example</groupId>
    <artifactId>demo</artifactId>
    <version>0.0.1-SNAPSHOT</version>
    <name>demo</name>
    <description>Demo project for Spring Boot</description>

    <properties>
        <java.version>1.8</java.version>
    </properties>

    <dependencies>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-batch</artifactId>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-web</artifactId>
        </dependency>

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-test</artifactId>
            <scope>test</scope>
            <exclusions>
                <exclusion>
                    <groupId>org.junit.vintage</groupId>
                    <artifactId>junit-vintage-engine</artifactId>
                </exclusion>
            </exclusions>
        </dependency>
        <dependency>
            <groupId>org.springframework.batch</groupId>
            <artifactId>spring-batch-test</artifactId>
            <scope>test</scope>
        </dependency>
    </dependencies>

    <build>
        <plugins>
            <plugin>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-maven-plugin</artifactId>
            </plugin>
        </plugins>
    </build>

</project>

什么是 Spring Batch works

一个 job 有读写处理这三个部分组成。
通过 JobLauncher 启动 Job
步骤为 读、处理、写 三个步骤

一个例子

初始化目录结构如下

读取

从数组中读取三个字符 

package com.example.demo.step;

import org.springframework.batch.item.ItemReader;
import org.springframework.batch.item.NonTransientResourceException;
import org.springframework.batch.item.ParseException;
import org.springframework.batch.item.UnexpectedInputException;

public class Reader implements ItemReader<String> {private String[] message = {"ming", "mingming", "mingmingming"};
    
    private int count = 0;
    
    @Override
    public String read() throws Exception, UnexpectedInputException, ParseException, NonTransientResourceException {if(count < message.length){return message[count++];
        }else{count = 0;}
    }
}

每次将会调用 reader 方法，进行读取一个，

处理

字符串转为大写 

package com.example.demo.step;

import org.springframework.batch.item.ItemProcessor;

public class Processor implements ItemProcessor<String, String> {
    @Override
    public String process(String s) throws Exception {return s.toUpperCase();
    }
}

字符串将会调用其方法将其处理为大写

写 

package com.example.demo.step;

import org.springframework.batch.item.ItemWriter;

import java.util.List;

public class Writer implements ItemWriter<String> {
    @Override
    public void write(List<? extends String> list) throws Exception {for (String s : list) {System.out.println("Writing the data" + s);
        }
    }
}

监听

任务成功完成后往控制台输出一行字符串 

package com.example.demo.step;

import org.springframework.batch.core.BatchStatus;
import org.springframework.batch.core.JobExecution;
import org.springframework.batch.core.listener.JobExecutionListenerSupport;

public class JobCompletionListener extends JobExecutionListenerSupport {
    @Override
    public void afterJob(JobExecution jobExecution) {
        // 项目完成以后调用
        if(jobExecution.getStatus() == BatchStatus.COMPLETED){System.out.println("项目已经完成");
        }
    }
}

Config

对项目进行配置 

package com.example.demo.config;

import com.example.demo.step.JobCompletionListener;
import com.example.demo.step.Processor;
import com.example.demo.step.Reader;
import com.example.demo.step.Writer;
import org.springframework.batch.core.Job;
import org.springframework.batch.core.JobExecutionListener;
import org.springframework.batch.core.Step;
import org.springframework.batch.core.configuration.annotation.JobBuilderFactory;
import org.springframework.batch.core.configuration.annotation.StepBuilderFactory;
import org.springframework.batch.core.launch.support.RunIdIncrementer;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;


@Configuration
public class BatchConfig {
    @Autowired
    public JobBuilderFactory jobBuilderFactory;

    @Autowired
    public StepBuilderFactory stepBuilderFactory;

    @Bean
    public Job processJob() {return jobBuilderFactory.get("processJob")
                .incrementer(new RunIdIncrementer()).listener(listener())// 监听
                .flow(orderStep1()).end().build(); // 创建步骤 1 
    }

    @Bean
    // 步骤 1 bean 先读再写
    public Step orderStep1() {return stepBuilderFactory.get("orderStep1").<String, String> chunk(1)
                .reader(new Reader()).processor(new Processor())    // 读取。处理
                .writer(new Writer()).build();  // 最后写}

    @Bean
    public JobExecutionListener listener() {return new JobCompletionListener(); // 创建监听
    }

}

配置 Controller

用来启动应用 

package com.example.demo.controller;

import org.springframework.batch.core.Job;
import org.springframework.batch.core.JobParameters;
import org.springframework.batch.core.JobParametersBuilder;
import org.springframework.batch.core.launch.JobLauncher;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;


@RestController
public class JobInvokerController {
    @Autowired
    JobLauncher jobLauncher;

    @Autowired
    Job processJob;

    @RequestMapping("/invokejob")
    public String handle() throws Exception {JobParameters jobParameters = new JobParametersBuilder().addLong("time", System.currentTimeMillis())
                .toJobParameters();
        jobLauncher.run(processJob, jobParameters);

        return "Batch job has been invoked";
    }

}

配置文件 

spring:
  batch:
    job:
      enabled: false
  datasource:
    url: jdbc:h2:file:./DB
  jpa:
    properties:
      hibernate:
        hbm2ddl:
          auto: update

Spring Batch 在加载的时候 job 默认都会执行，把 spring.batch.job.enabled 置为 false，即把 job 设置成不可用，应用便会根据 jobLauncher.run 来执行。下面 2 行是数据库的配置，不配置也可以，使用的嵌入式数据库 h2

添加注解

Spring Boot 入口类：加注解 @EnableBatchProcessing

package com.example.demo;

import org.springframework.batch.core.configuration.annotation.EnableBatchProcessing;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;

@SpringBootApplication
@EnableBatchProcessing
public class DemoApplication {public static void main(String[] args) {SpringApplication.run(DemoApplication.class, args);
    }

}

Run

此时项目 run
访问 http://localhost:8080/invokejob 项目已经启动

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