springbatch每小时读取实时追加数据的每日报表入库 -

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springbatch每小时读取实时追加数据的每日报表入库

博客分类：

springbatch

springbatch 批处理定时批处理

需求：每小时定时读取文件，文件名称是按日期递增，文件信息为同一个文件追加数据，需要每次批处理操作读取的时候设置起始行；

目前我们项目中所采用的方法，不知道还有没有更好的方法，希望大家分享

1、创建项目，配置数据源就不讲了，我的是springboot项目，其中（1）为springbatch项目的文件目录（2）为需要处理的文件，（3）为yml中的springbatch配置，其中个属性配置web应用启动的时候不执行批处理，默认为true执行，项目中是通过定时任务来执行赔处理所以设置为启动不执行，第二个属性为设置springbatch是否每次执行都创建其数据库表，第一次执行需要设置为true,初始化完数据库表之后设为false否则会报错注意：引入的springbatch依赖中不要有内存数据库的依赖

2、job配置文件

package com.st.batch.job;

import com.st.batch.listener.JobCompletionNotificationListener;
import com.st.batch.step.MemberInfoStepConf;
import org.springframework.batch.core.Job;
import org.springframework.batch.core.configuration.annotation.EnableBatchProcessing;
import org.springframework.batch.core.configuration.annotation.JobBuilderFactory;
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
@EnableBatchProcessing
public class JobConf {

    @Autowired
    public JobBuilderFactory jobBuilderFactory;

    @Autowired
    public Step memberInfoStep;
    @Bean
    public Job MFJob(JobCompletionNotificationListener listener) {

        return jobBuilderFactory.get("MFJob")
                .incrementer(new RunIdIncrementer())
                //.listener(listener)
                .flow(memberInfoStep)
                .end()
                .build();
    }

}

3、step配置文件

package com.st.batch.step;

import com.st.batch.entity.MemberInfo;
import com.st.batch.listener.JobCompletionNotificationListener;
import com.st.batch.listener.StepCompletionNotificationListener;
import com.st.batch.mapper.MemberInfoLineMapper;
import com.st.service.StartCountService;
import org.springframework.batch.core.Job;
import org.springframework.batch.core.Step;
import org.springframework.batch.core.configuration.annotation.EnableBatchProcessing;
import org.springframework.batch.core.configuration.annotation.JobBuilderFactory;
import org.springframework.batch.core.configuration.annotation.StepBuilderFactory;
import org.springframework.batch.core.configuration.annotation.StepScope;
import org.springframework.batch.core.launch.support.RunIdIncrementer;
import org.springframework.batch.item.database.BeanPropertyItemSqlParameterSourceProvider;
import org.springframework.batch.item.database.JdbcBatchItemWriter;
import org.springframework.batch.item.file.FlatFileItemReader;
import org.springframework.batch.item.file.mapping.JsonLineMapper;
import org.springframework.batch.item.file.separator.JsonRecordSeparatorPolicy;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.core.io.ClassPathResource;

import javax.sql.DataSource;
import java.text.SimpleDateFormat;
import java.util.Date;
import java.util.HashMap;

@Configuration
@EnableBatchProcessing
public class MemberInfoStepConf {

    @Autowired
    public StepBuilderFactory stepBuilderFactory;

    @Autowired
    public DataSource dataSource;

    @Autowired
    StepCompletionNotificationListener steplistener;

    @Autowired
    StartCountService startCountService;


    @Bean
    public Step memberInfoStep() {
        return stepBuilderFactory.get("memberInfoStep")
                .allowStartIfComplete(true)
                .listener(steplistener)
                .<MemberInfo, MemberInfo> chunk(10)
                .reader(memberInfoReader())
                .writer(writer())
                .build();
    }

    @Bean
    @StepScope
    public FlatFileItemReader<MemberInfo> memberInfoReader() {

        //创建Reader
        FlatFileItemReader<MemberInfo> reader = new FlatFileItemReader<MemberInfo>();
        //加载Resource
        reader.setResource(new ClassPathResource("classpath:").createRelative("IF_MemberInfo-"+new SimpleDateFormat("yyyy-MM-dd").format(new Date().getTime() - 40*60*1000)+".txt"));
        //查询起始执行行数
        HashMap parm = new HashMap();
        parm.put("step", "memberInfoStep");
        parm.put("date",new SimpleDateFormat("yyyy-MM-dd").format(new Date(new Date().getTime() - 40*60*1000)));
        reader.setLinesToSkip(startCountService.getCount(parm) == null ? 0 :startCountService.getCount(parm));
        reader.setRecordSeparatorPolicy(new JsonRecordSeparatorPolicy());
        reader.setLineMapper(new MemberInfoLineMapper(new JsonLineMapper()));
        return reader;
    }

    @Bean
    public JdbcBatchItemWriter<MemberInfo> writer() {
        JdbcBatchItemWriter<MemberInfo> writer = new JdbcBatchItemWriter<MemberInfo>();
        writer.setItemSqlParameterSourceProvider(new BeanPropertyItemSqlParameterSourceProvider<MemberInfo>());
        writer.setSql("INSERT INTO memberInfo (" +
                "BrandCode,IFMemberId,MemberCode,MemName,Gender,MobilePhone,Email,IdentityCard,BirthDay,CounterCodeBelong,JoinDate,JoinTime,TotalPoint,MemberLevelCode,DataSource) " +
                "VALUES (:brandCode,:iFMemberId,:memberCode,:memName,:gender,:mobilePhone,:email,:identityCard,:birthDay,:counterCodeBelong,:joinDate,:joinTime,:totalPoint,:memberLevelCode,:dataSource)");
        writer.setDataSource(dataSource);
        return writer;
    }
}

其中reader.setLinesToSkip()方法为设置起始行数，是通过查询下图中表所获得，图中batch前缀的表为yml中第二项配置所配置，都是batch执行中的状态信息，

中的READ_COUNT来实现的，注意reader上必须使用@StepScope注解

4、LineMapper

package com.st.batch.mapper;

import com.st.batch.entity.MemberInfo;
import com.st.util.MapUtils;
import org.springframework.batch.item.file.LineMapper;
import org.springframework.batch.item.file.mapping.JsonLineMapper;

/**
 * Created by admin on 2016/12/29.
 */
public class MemberInfoLineMapper implements LineMapper<MemberInfo> {

    private JsonLineMapper delegate;
    @Override
    public MemberInfo mapLine(String line, int lineNumber) throws Exception {
        return MapUtils.toObject(MemberInfo.class,delegate.mapLine(line, lineNumber),true);
//将每条对应信息转化为领域对象的工具类
    }

    public MemberInfoLineMapper(JsonLineMapper delegate) {
        this.delegate = delegate;
    }

    public JsonLineMapper getDelegate() {
        return delegate;
    }

    public void setDelegate(JsonLineMapper delegate) {
        this.delegate = delegate;
    }
}

5、定时调用job

package com.st.scheduled;


import com.st.batch.listener.JobCompletionNotificationListener;
import com.st.service.StartCountService;
import com.st.util.SpringContextUtil;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
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.beans.factory.annotation.Configurable;
import org.springframework.scheduling.annotation.EnableScheduling;
import org.springframework.scheduling.annotation.Scheduled;
import org.springframework.stereotype.Component;

import java.util.Date;

/**
 * Created by sxm on 2016/10/14.
 */
@Component
@Configurable
@EnableScheduling
public class ScheduledTask {
    private static final Logger log = LoggerFactory.getLogger(JobCompletionNotificationListener.class);

    @Autowired
    StartCountService startCountService;

    @Scheduled(cron = "0 0/1 * * * ?")
    public void reportCurrentTime() {
        JobLauncher launcher = SpringContextUtil.getBean(JobLauncher.class);
        Job importUserJob = SpringContextUtil.getBean("MFJob");
        JobParameters jobParameters = new JobParametersBuilder()
                .addDate("date", new Date()).toJobParameters();
        try {
            launcher.run(importUserJob, jobParameters);
            log.info("批处理任务执行完成，date:"+new Date());
        } catch (Exception e) {
            e.printStackTrace();
        }
    }
}

IF_MemberInfo-2016-12-30.txt json格式

{"BrandCode":"MF","IFMemberId":"1267266","MemberCode":"13489568093","MemName":"\u5927\u5927\u5927\u6a58\u5b50458","Gender":"0","MobilePhone":"13489568093","Email":" ","IdentityCard":"","BirthYear":"","BirthDay":"    ","CounterCodeBelong":"","BaCodeBelong":" ","JoinDate":"2016-12-28","JoinTime":"          ","TotalPoint":"","MemberLevelCode":"WMLC003","DataSource":"TB"}
{"BrandCode":"MF","IFMemberId":"1267265","MemberCode":"13840017311","MemName":"\u6768\u96e8\u6615","Gender":"2","MobilePhone":"13840017311","Email":" ","IdentityCard":"","BirthYear":"1999","BirthDay":"0806","CounterCodeBelong":"mf0sy003","BaCodeBelong":"14129994","JoinDate":"2016-12-28","JoinTime":"12:36:30  ","TotalPoint":"802","MemberLevelCode":"WMLC002","DataSource":"POS3"}
{"BrandCode":"MF","IFMemberId":"1267264","MemberCode":"18210648271","MemName":"","Gender":"","MobilePhone":"18210648271","Email":"","IdentityCard":"","BirthYear":"","BirthDay":"","CounterCodeBelong":"WEIXIN","BaCodeBelong":"","JoinDate":"2016-12-28","JoinTime":"","TotalPoint":"","MemberLevelCode":"WMLC003","DataSource":"wechat"}
{"BrandCode":"MF","IFMemberId":"1267263","MemberCode":"18753740991","MemName":"","Gender":"","MobilePhone":"18753740991","Email":"","IdentityCard":"","BirthYear":"","BirthDay":"","CounterCodeBelong":"WEIXIN","BaCodeBelong":"","JoinDate":"2016-12-28","JoinTime":"","TotalPoint":"","MemberLevelCode":"WMLC003","DataSource":"wechat"}
{"BrandCode":"MF","IFMemberId":"1267262","MemberCode":"13918726271","MemName":"","Gender":"","MobilePhone":"13918726271","Email":"","IdentityCard":"","BirthYear":"","BirthDay":"","CounterCodeBelong":"WEIXIN","BaCodeBelong":"","JoinDate":"2016-12-28","JoinTime":"","TotalPoint":"","MemberLevelCode":"WMLC003","DataSource":"wechat"}
{"BrandCode":"MF","IFMemberId":"1267261","MemberCode":"15533079902","MemName":"","Gender":"","MobilePhone":"15533079902","Email":"","IdentityCard":"","BirthYear":"","BirthDay":"","CounterCodeBelong":"WEIXIN","BaCodeBelong":"","JoinDate":"2016-12-28","JoinTime":"","TotalPoint":"","MemberLevelCode":"WMLC003","DataSource":"wechat"}
{"BrandCode":"MF","IFMemberId":"1267260","MemberCode":"18213506880","MemName":"\u9a6c\u5c0f\u59d0","Gender":"2","MobilePhone":"18213506880","Email":" ","IdentityCard":"","BirthYear":"1990","BirthDay":"0625","CounterCodeBelong":"MF0KM003","BaCodeBelong":"16108991","JoinDate":"2016-12-28","JoinTime":"12:14:23  ","TotalPoint":"804","MemberLevelCode":"WMLC002","DataSource":"MPOS"}
{"BrandCode":"MF","IFMemberId":"1267259","MemberCode":"15295502603","MemName":"","Gender":"","MobilePhone":"15295502603","Email":"","IdentityCard":"","BirthYear":"","BirthDay":"","CounterCodeBelong":"WEIXIN","BaCodeBelong":"","JoinDate":"2016-12-28","JoinTime":"","TotalPoint":"","MemberLevelCode":"WMLC003","DataSource":"wechat"}
{"BrandCode":"MF","IFMemberId":"1265714","MemberCode":"18539039009","MemName":"\u6881\u4fca\u971e","Gender":"2","MobilePhone":"18539039009","Email":"","IdentityCard":"","BirthYear":"","BirthDay":"","CounterCodeBelong":"MF0TMALL","BaCodeBelong":"99999998","JoinDate":"2016-12-26","JoinTime":"","TotalPoint":"0","MemberLevelCode":"WMLC003","DataSource":"bycsv"}
{"BrandCode":"MF","IFMemberId":"1262436","MemberCode":"13751786171","MemName":"\u674e\u6631\u84d3","Gender":"2","MobilePhone":"13751786171","Email":"","IdentityCard":"","BirthYear":"","BirthDay":"","CounterCodeBelong":"MF0TMALL","BaCodeBelong":"99999998","JoinDate":"2016-12-23","JoinTime":"","TotalPoint":"0","MemberLevelCode":"WMLC003","DataSource":"bycsv"}
{"BrandCode":"MF","IFMemberId":"1262436","MemberCode":"13751786171","MemName":"\u674e\u6631\u84d3","Gender":"2","MobilePhone":"13751786171","Email":"","IdentityCard":"","BirthYear":"","BirthDay":"","CounterCodeBelong":"MF0TMALL","BaCodeBelong":"99999998","JoinDate":"2016-12-23","JoinTime":"","TotalPoint":"0","MemberLevelCode":"WMLC003","DataSource":"bycsv"}

这只是项目起始的一个Demo，之后准备定义统一的Reader，并将writer中的模板方式插入数据库改为常用的mybatis方式，