java将excel数据导入MySQL 教你使用java将excel数据导入MySQL
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一、pom文件
<dependencies> <dependency> <groupId>junit</groupId> <artifactId>junit</artifactId> <version>4.12</version> </dependency> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-test</artifactId> <scope>test</scope> </dependency> <dependency> <groupId>com.alibaba</groupId> <artifactId>easyexcel</artifactId> <version>2.1.7</version> </dependency> <dependency> <groupId>com.alibaba</groupId> <artifactId>fastjson</artifactId> <version>1.2.62</version> </dependency> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter</artifactId> </dependency> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-test</artifactId> <scope>test</scope> </dependency> <dependency> <groupId>com.mchange</groupId> <artifactId>c3p0</artifactId> <version>0.9.5.2</version> </dependency> <dependency> <groupId>com.baomidou</groupId> <artifactId>mybatis-plus-boot-starter</artifactId> <version>3.4.0</version> </dependency> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-jdbc</artifactId> </dependency> <dependency> <groupId>mysql</groupId> <artifactId>mysql-connector-java</artifactId> <scope>runtime</scope> </dependency> <dependency> <groupId>org.projectlombok</groupId> <artifactId>lombok</artifactId> <optional>true</optional> </dependency> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-web</artifactId> </dependency> <dependency> <groupId>org.projectlombok</groupId> <artifactId>lombok</artifactId> <optional>true</optional> </dependency> <dependency> <groupId>org.springframework.boot</groupId> <artifactId>spring-boot-starter-test</artifactId> <scope>test</scope> </dependency> </dependencies>
二、配置文件
server.port=8080 mybatis-plus.configuration.log-impl=org.apache.ibatis.logging.stdout.StdOutImpl spring.datasource.url=jdbc:mysql://localhost:3306/ddb_resources?serverTimezone=UTC spring.datasource.driver-class-name=com.mysql.cj.jdbc.Driver spring.datasource.username=root spring.datasource.password=root
三、mapper文件
@Mapper public interface DdbBookNewWordMapper extends BaseMapper<DdbBookNewWord> { }
四、service文件
@Service public class DemoDAO { @Autowired DdbBookNewWordMapper mapper; public void save(List<DataDemo001> list) { // 如果是mybatis,尽量别直接调用多次insert,自己写一个mapper里面新增一个方法batchInsert,所有数据一次性插入 DdbBookNewWord newWord = new DdbBookNewWord(); System.out.println("插入数据开始==============================="); for (DataDemo001 info : list) { newWord.setAppType(0); newWord.setFkBookId(info.getFkBookId()); newWord.setWord(info.getWord()); newWord.setSimpleExplain(info.getSimpleExplain()); newWord.setImgUrl("/incoming/ddb/wordImg/"+info.getFkBookId()+"/"+info.getImgUrl()); newWord.setSoundUrl("/incoming/ddb/wordAudio/bookStudyMp3/"+info.getFkBookId()+"/"+info.getSoundUrl()); newWord.setCreateTimeInMs(1620983400709L); newWord.setUpdateTimeInMs(1620983400709L); System.out.println(newWord); mapper.insert(newWord); } System.out.println("结束========================="); } }
五、实体类(数据库对应)
@Data @AllArgsConstructor @NoArgsConstructor @ToString public class DdbBookNewWord { private int id; private String fkBookId; private String word; private String simpleExplain; private String imgUrl; private long createTimeInMs; private long updateTimeInMs; private int appType; private String soundUrl; }
六、excel对应的实体类
@Data public class DataDemo001 { private String fkBookId; private String bookeName; private String moudle; private String unit; private String word; private String soundUrl; private String imgUrl; private String simpleExplain; }
七、监听器
// 有个很重要的点 DemoDataListener 不能被spring管理,要每次读取excel都要new,然后里面用到spring可以构造方法传进去 public class DataDemo001Listener extends AnalysisEventListener<DataDemo001> { // DemoDAO demoDAO = SpringContextHolder.getBean(DemoDAO.class); private static final Logger LOGGER = LoggerFactory.getLogger(DataDemo001Listener.class); /** * 每隔5条存储数据库,实际使用中可以3000条,然后清理list ,方便内存回收 */ private static final int BATCH_COUNT = 100; List<DataDemo001> list = new ArrayList<DataDemo001>(); /** * 假设这个是一个DAO,当然有业务逻辑这个也可以是一个service。当然如果不用存储这个对象没用。 */ private DemoDAO demoDAO; // public DataDemo001Listener(DemoDAO demoDAO) { // 这里是demo,所以随便new一个。实际使用如果到了spring,请使用下面的有参构造函数 this.demoDAO = demoDAO; } /** * 如果使用了spring,请使用这个构造方法。每次创建Listener的时候需要把spring管理的类传进来 * * @param demoDAO */ // public DataDemo001Listener(DemoDAO demoDAO) { // this.demoDAO = demoDAO; // } /** * 这个每一条数据解析都会来调用 * * @param data one row value. Is is same as {@link AnalysisContext#readRowHolder()} * @param context */ @Override public void invoke(DataDemo001 data, AnalysisContext context) { System.out.println(JSON.toJSONString(data)); list.add(data); // 达到BATCH_COUNT了,需要去存储一次数据库,防止数据几万条数据在内存,容易OOM if (list.size() >= BATCH_COUNT) { saveData(); // 存储完成清理 list list.clear(); } } /** * 所有数据解析完成了 都会来调用 * * @param context */ @Override public void doAfterAllAnalysed(AnalysisContext context) { // 这里也要保存数据,确保最后遗留的数据也存储到数据库 saveData(); LOGGER.info("所有数据解析完成!"); } /** * 加上存储数据库 */ private void saveData() { demoDAO.save(list); } }
八、测试类
String path = "D:\\java-demo\\kuang-poi\\"; @Test public void simpleRead() { String fileName = path+"悠游阅读成长计划-单词部分.xls"; // 这里 需要指定读用哪个class去读,然后读取第一个sheet 文件流会自动关闭 EasyExcel.read(fileName, DataDemo001.class, new DataDemo001Listener(demoDAO)).sheet().doRead(); }
九、启动类(没啥用)
@MapperScan("com.example.demo.mapper") @ComponentScan({"com.example.demo.test","com.example.demo.service"}) @SpringBootApplication public class DemoApplication { public static void main(String[] args) { SpringApplication.run(DemoApplication.class, args); } }
十、结构
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