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目录
案例需求
分析
项目准备
步骤1:新开spring-batch-example
步骤2:导入依赖
步骤3:配置文件
步骤4:建立employee表与employe_temp表
步骤5:建立基本代码体系-domain-mapper-service-controller-mapper.xml
转视频版
到这,整个Spring Batch 教程知识点就全部讲完了,接下来就使用一个综合案例将讲过核心知识串联起来,再来回顾一遍。
案例需求
1>先动态生成50w条员工数据,存放在employee.csv文件中
2>启动作业异步读取employee.csv文件,将读到数据写入到employee_temp表,要求记录读与写消耗时间
3>使用分区的方式将employee_temp表的数据读取并写入到employee表
分析
上面需求存在一定连贯性,为了操作简单,使用springMVC项目, 每一个需求对应一个接口:
1:发起 /dataInit 初始化50w数据进入employee.csv文件
使用技术点:SpringMVC IO
2:发起/csvToDB 启动作业,将employee.csv 数据写入employee_temp表, 记录读与写消耗时间
使用技术点:SpringMVC ItemReader JobExecutionListener
ItemWriter (如果使用Mybatis框架MyBatisBatchItemWriter/MyBatisPagingItemReaderReader)
3:发起/dbToDB 启动作业,将employee_temp数据写入employee表
使用技术点:SpringMVC ItemReader partitioner
ItemWriter(如果使用Mybatis框架:MyBatisBatchItemWriter/MyBatisPagingItemReaderReader)
项目准备
步骤1:新开spring-batch-example
步骤2:导入依赖
<parent><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-parent</artifactId><version>2.7.3</version><relativePath/>
</parent>
<properties><maven.compiler.source>11</maven.compiler.source><maven.compiler.target>11</maven.compiler.target>
</properties><dependencies><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-web</artifactId></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-batch</artifactId></dependency><dependency><groupId>mysql</groupId><artifactId>mysql-connector-java</artifactId><version>8.0.12</version></dependency><dependency><groupId>org.mybatis.spring.boot</groupId><artifactId>mybatis-spring-boot-starter</artifactId><version>1.3.2</version></dependency><dependency><groupId>com.alibaba</groupId><artifactId>druid-spring-boot-starter</artifactId><version>1.1.14</version></dependency><dependency><groupId>org.projectlombok</groupId><artifactId>lombok</artifactId></dependency><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-validation</artifactId></dependency>
</dependencies>
步骤3:配置文件
spring:datasource:username: rootpassword: adminurl: jdbc:mysql://127.0.0.1:3306/springbatch?serverTimezone=GMT%2B8&useSSL=false&allowPublicKeyRetrieval=truedriver-class-name: com.mysql.cj.jdbc.Driver# 初始化数据库,文件在依赖jar包中sql:init:schema-locations: classpath:org/springframework/batch/core/schema-mysql.sql#mode: alwaysmode: neverbatch:job:enabled: falsedruid:# 连接池配置#初始化连接池的连接数量 大小,最小,最大initial-size: 10min-idle: 10max-active: 20#配置获取连接等待超时的时间max-wait: 60000#配置间隔多久才进行一次检测,检测需要关闭的空闲连接,单位是毫秒time-between-eviction-runs-millis: 60000# 配置一个连接在池中最小生存的时间,单位是毫秒min-evictable-idle-time-millis: 30000validation-query: SELECT 1 FROM DUALtest-while-idle: truetest-on-borrow: truetest-on-return: false# 是否缓存preparedStatement,也就是PSCache 官方建议MySQL下建议关闭 个人建议如果想用SQL防火墙 建议打开pool-prepared-statements: falsemax-pool-prepared-statement-per-connection-size: 20mybatis:configuration:default-executor-type: batchjob:data:path: D:/spring-batch-example/
步骤4:建立employee表与employe_temp表
CREATE TABLE `employee` (`id` int NOT NULL AUTO_INCREMENT,`name` varchar(255) DEFAULT NULL,`age` int DEFAULT NULL,`sex` int DEFAULT NULL,PRIMARY KEY (`id`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb3;
CREATE TABLE `employee_temp` (`id` int NOT NULL AUTO_INCREMENT,`name` varchar(255) DEFAULT NULL,`age` int DEFAULT NULL,`sex` int DEFAULT NULL,PRIMARY KEY (`id`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb3;
步骤5:建立基本代码体系-domain-mapper-service-controller-mapper.xml
domain
@Setter
@Getter
@ToString
public class Employee {private Long id;private String name;private int age;private int sex;
}
mapper.java
public interface EmployeeMapper {/*** 添加*/int save(Employee employee);
}
service接口
public interface IEmployeeService {/*** 保存*/void save(Employee employee);
}
service接口实现类
@Service
public class EmployeeServiceImpl implements IEmployeeService {@Autowiredprivate EmployeeMapper employeeMapper;@Overridepublic void save(Employee employee) {employeeMapper.save(employee);}
}
启动类
@SpringBootApplication
@EnableBatchProcessing
@MapperScan("com.langfeiyes.exp.mapper")
public class App {public static void main(String[] args) {SpringApplication.run(App.class, args);}
}
Mapper.xml
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
<mapper namespace="com.langfeiyes.exp.mapper.EmployeeMapper"><resultMap id="BaseResultMap" type="com.langfeiyes.exp.domain.Employee"><result column="id" jdbcType="INTEGER" property="id" /><result column="name" jdbcType="VARCHAR" property="name" /><result column="age" jdbcType="VARCHAR" property="age" /><result column="sex" jdbcType="VARCHAR" property="sex" /></resultMap><insert id="save" keyColumn="id" useGeneratedKeys="true" keyProperty="id">insert into employee(id, name, age, sex) values(#{id},#{name},#{age},#{sex})</insert>
</mapper>
到这,本篇就结束了,欲知后事如何,请听下回分解~
转视频版
看文字不过瘾可以切换视频版:Spring Batch高效批处理框架实战