• Spring-Batch处理MySQL数据后存到CSV文件


    1 介绍

    用Spring Batch实现了个简单的需求,从MySQL中读取用户表数据,根据生日计算年龄,将结果输出到csv文件。

    1.1 准备表及数据

    user test;
    DROP TABLE IF EXISTS `test_user`;
    CREATE TABLE  `test_user` (
      `id` int(11) NOT NULL auto_increment,
      `name` varchar(45) NOT NULL default '',
      `birthday` datetime default NULL,
      `age` int default 0,
      PRIMARY KEY  (`id`)
    ) ENGINE=InnoDB AUTO_INCREMENT=1 DEFAULT CHARSET=utf8;
    
    INSERT INTO test_user(name, birthday, age) VALUES('小明', '1993-03-09', 0);
    INSERT INTO test_user(name, birthday, age) VALUES('Jack', '1973-03-09', 0);
    INSERT INTO test_user(name, birthday, age) VALUES('Tom', '1963-03-09', 0);
    INSERT INTO test_user(name, birthday, age) VALUES('齐天大圣', '1983-03-09', 0);
    INSERT INTO test_user(name, birthday, age) VALUES('星知', '2003-03-09', 0);
    

    2 实现

    2.1 项目目录

    2.2 实体类

    public class TestUser {
        private Integer id;
        private String name;
        private Date birthday;
        private Integer age;
        // set/get...
    }
    

    2.3 ItemReader

    TestUserConfig.java

    @Bean
    public JdbcCursorItemReader<TestUser> itemReader(){
        final DriverManagerDataSource dataSource = new DriverManagerDataSource();
        dataSource.setDriverClassName("com.mysql.jdbc.Driver");
        dataSource.setUrl("jdbc:mysql://mysql-server:3306/test");
        dataSource.setUsername("r00t");
        dataSource.setPassword("r00t");
    
        JdbcCursorItemReader<TestUser> reader = new JdbcCursorItemReader<TestUser>();
        reader.setDataSource(dataSource);
        reader.setSql("SELECT id, name, birthday FROM test_user");
        reader.setRowMapper(new UserRowMapper());
        return reader;
    }
    

    2.4 ItemProcessor

    TestUserConfig.java

    @Bean
    public TestUserItemProcessor itemProcessor() {
        return new TestUserItemProcessor();
    }
    

    TestUserItemProcessor.java

    public class TestUserItemProcessor implements ItemProcessor<TestUser, TestUser> {
        @Override
        public TestUser process(TestUser testUser) throws Exception {
            Calendar cal1 = Calendar.getInstance();
            Calendar cal2 = Calendar.getInstance();
            cal1.setTime(testUser.getBirthday());
            testUser.setAge(cal2.get(Calendar.YEAR) - cal1.get(Calendar.YEAR));
            return testUser;
        }
    }
    

    2.5 ItemWriter

    TestUserConfig.java

    @Bean
    public FlatFileItemWriter<TestUser> itemWriter() {
        FlatFileItemWriter<TestUser> itemWriter = new FlatFileItemWriter<>();
        String userHome = System.getProperty("user.home");
        Resource outputResource = new FileSystemResource(userHome + "/output/demo04/test_user.csv");
        itemWriter.setResource(outputResource);
        itemWriter.setLineAggregator(new DelimitedLineAggregator<TestUser>() {{
            setDelimiter(",");
            setFieldExtractor(new BeanWrapperFieldExtractor<TestUser>() {{
                setNames(new String[] { "id", "name", "age" });
            }});
        }});
        return itemWriter;
    }
    

    2.6 Job & Step

    TestUserConfig.java

    @Bean
    public Step step1(JdbcCursorItemReader<TestUser> itemReader, TestUserItemProcessor itemProcessor, FlatFileItemWriter<TestUser> itemWriter) {
        return steps.get("step1").<TestUser, TestUser> chunk(10)
            .reader(itemReader)
            .processor(itemProcessor)
            .writer(itemWriter)
            .build();
    }
    
    @Bean
    public Job job1(Step step1) {
        return jobs.get("job1")
            .incrementer(new RunIdIncrementer())
            .flow(step1)
            .end()
            .build();
    }
    

    2.7 测试

    @RunWith(SpringJUnit4ClassRunner.class)
    @ContextConfiguration(classes = {TestUserConfig.class})
    public class TestUserTest {
        @Autowired
        private JobLauncherTestUtils jobLauncherTestUtils;
    
        @Test
        public void givenTaskletsJob_whenJobEnds_thenStatusCompleted() throws Exception {
            JobExecution jobExecution = jobLauncherTestUtils.launchJob();
            assertEquals(ExitStatus.COMPLETED, jobExecution.getExitStatus());
        }
    }
    

    2.8 验证

    在用户目录下生成 C:Users{your-name}outputdemo04 est_user.csv ,文件内容如下

    6,小明,25
    7,Jack,45
    8,Tom,55
    9,齐天大圣,35
    10,星知,15
    

    3 总结

    通过本例可了解Java配置SringBatch,读取MySQL及写入CSV等。本例完整实现 spring-batch

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  • 原文地址:https://www.cnblogs.com/okokabcd/p/9092530.html
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