在实际项目中,批量插入数据是一个常见且重要的需求。本文将详细总结MyBatis和MyBatis-Plus常用的几种批量插入方式,并通过实际代码示例和运行结果,帮助大家更好地理解和应用。
一、准备工作
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导入pom.xml依赖
<dependency> <groupId>mysql</groupId> <artifactId>mysql-connector-java</artifactId> <scope>runtime</scope> </dependency> <!-- Mybatis依赖 --> <dependency> <groupId>org.mybatis.spring.boot</groupId> <artifactId>mybatis-spring-boot-starter</artifactId> <version>2.2.2</version> </dependency> <!-- Mybatis-Plus依赖 --> <dependency> <groupId>com.baomidou</groupId> <artifactId>mybatis-plus-boot-starter</artifactId> <version>3.5.2</version> </dependency> <dependency> <groupId>org.projectlombok</groupId> <artifactId>lombok</artifactId> <optional>true</optional> </dependency>
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配置yml文件
server: port: 8080 spring: datasource: username: mysql用户名 password: mysql密码 url: jdbc:mysql://localhost:3306/数据库名字?useUnicode=true&characterEncoding=utf-8&useSSL=false&serverTimezone=UTC driver-class-name: com.mysql.cj.jdbc.Driver mybatis: mapper-locations: classpath:mapping/*.xml
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公用的User类
@Data public class User { private int id; private String username; private String password; }
二、MyBatis利用For循环批量插入
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编写UserService服务类
@Service public class UserService { @Resource private UserMapper userMapper; public void insertUsers() { long start = System.currentTimeMillis(); for (int i = 0; i < 10000; i++) { User user = new User(); user.setUsername("name" + i); user.setPassword("password" + i); userMapper.insertUsers(user); } long end = System.currentTimeMillis(); System.out.println("一万条数据总耗时:" + (end - start) + "ms"); } }
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编写UserMapper接口
@Mapper public interface UserMapper { Integer insertUsers(User user); }
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编写UserMapper.xml文件
<?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.ithuang.demo.mapper.UserMapper"> <insert id="insertUsers"> INSERT INTO user (username, password) VALUES(#{username}, #{password}) </insert> </mapper>
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进行单元测试
@SpringBootTest class DemoApplicationTests { @Resource private UserService userService; @Test public void insert() { userService.insertUsers(); } }
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结果输出
一万条数据总耗时:26348ms
三、MyBatis的手动批量提交
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Service层稍作变化
@Service public class UserService { @Resource private UserMapper userMapper; @Resource private SqlSessionTemplate sqlSessionTemplate; public void insertUsers() { // 关闭自动提交 SqlSession sqlSession = sqlSessionTemplate.getSqlSessionFactory().openSession(ExecutorType.BATCH, false); UserMapper userMapper = sqlSession.getMapper(UserMapper.class); long start = System.currentTimeMillis(); for (int i = 0; i < 10000; i++) { User user = new User(); user.setUsername("name" + i); user.setPassword("password" + i); userMapper.insertUsers(user); } sqlSession.commit(); long end = System.currentTimeMillis(); System.out.println("一万条数据总耗时:" + (end - start) + "ms"); } }
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结果输出
一万条数据总耗时:24516ms
四、MyBatis以集合方式批量新增(推荐)
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编写UserService服务类
@Service public class UserService { @Resource private UserMapper userMapper; public void insertUsers() { long start = System.currentTimeMillis(); List<User> userList = new ArrayList<>(); User user; for (int i = 0; i < 10000; i++) { user = new User(); user.setUsername("name" + i); user.setPassword("password" + i); userList.add(user); } userMapper.insertUsers(userList); long end = System.currentTimeMillis(); System.out.println("一万条数据总耗时:" + (end - start) + "ms"); } }
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编写UserMapper接口
@Mapper public interface UserMapper { Integer insertUsers(List<User> userList); }
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编写UserMapper.xml文件
<?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.ithuang.demo.mapper.UserMapper"> <insert id="insertUsers"> INSERT INTO user (username, password) VALUES <foreach collection="userList" item="user" separator=","> (#{user.username}, #{user.password}) </foreach> </insert> </mapper>
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输出结果
一万条数据总耗时:521ms
五、MyBatis-Plus提供的SaveBatch方法
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编写UserService服务
@Service public class UserService extends ServiceImpl<UserMapper, User> implements IService<User> { public void insertUsers() { long start = System.currentTimeMillis(); List<User> userList = new ArrayList<>(); User user; for (int i = 0; i < 10000; i++) { user = new User(); user.setUsername("name" + i); user.setPassword("password" + i); userList.add(user); } saveBatch(userList); long end = System.currentTimeMillis(); System.out.println("一万条数据总耗时:" + (end - start) + "ms"); } }
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编写UserMapper接口
@Mapper public interface UserMapper extends BaseMapper<User> { }
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单元测试结果
一万条数据总耗时:24674ms