spring中使用mybatis實現批量插入的示例代碼
有3種實現方式:foreach,spring事務,以及ExecutorType.BATCH.
1. foreach方式
這種方式實際是對SQL語句進行拼接,生成一個長長的SQL,對很多變量進行綁定。如果數據量不大(1000個以內),可以用這種方式。如果數據量太大,可能數據庫會報錯。
定義接口
public interface StudentMapper05 { public void insertStudent(List<Student> studentList);}
定義mapper
適用于Oracle數據庫
<insert id='insertStudent'> BEGIN <foreach collection='list' item='student' index='index' separator=''> INSERT INTO test_student(ID, NAME, BRANCH, PERCENTAGE, PHONE, EMAIL) VALUES (SEQ_ID.nextval, #{student.name}, #{student.branch}, #{student.percentage}, #{student.phone}, #{student.email}); </foreach> END;</insert>
這個mapper的含義,就是把上送的studentList拼接成一個長SQL,拼成的SQL類似:
BEGININSERT INTO test_student(ID, NAME, BRANCH, PERCENTAGE, PHONE, EMAIL) VALUES (SEQ_ID.nextval, ?, ?, ?, ?, ?);INSERT INTO test_student(ID, NAME, BRANCH, PERCENTAGE, PHONE, EMAIL) VALUES (SEQ_ID.nextval, ?, ?, ?, ?, ?);INSERT INTO test_student(ID, NAME, BRANCH, PERCENTAGE, PHONE, EMAIL) VALUES (SEQ_ID.nextval, ?, ?, ?, ?, ?);...END;
studentList有幾個,就會生成多少個insert語句拼接到一起,每個?都會進行變量綁定,所以當studentList中數據量較多時,生成的SQL會很長,導致數據庫執行報錯。
dao
public class StudentDao05 { private StudentMapper05 studentMapper; // 省略getter和setter public void insertStudentList(List<Student> studentList) { studentMapper.insertStudent(studentList); }}
beans
mybatis-spring-05.xml:
<bean class='org.mybatis.spring.SqlSessionFactoryBean'> <property name='dataSource' ref='oracleDataSource' /> <property name='configLocation' value='classpath:mybatis/config/mybatis-config-05.xml'/></bean><bean class='org.mybatis.spring.mapper.MapperFactoryBean'> <property name='mapperInterface' value='com.ws.experiment.spring.mybatis.mapper.StudentMapper05' /> <property name='sqlSessionFactory' ref='sqlSessionFactory' /></bean><bean class='com.ws.experiment.spring.mybatis.dao.StudentDao05'> <property name='studentMapper' ref='studentMapper05' /></bean>
main函數
public static void main(String[] args) { String[] configFiles = new String[]{'spring-beans-config.xml', 'mybatis/mybatis-spring-05.xml'}; // 分別配置datasource和mybatis相關bean ApplicationContext context = new ClassPathXmlApplicationContext(configFiles); StudentDao05 studentDao = (StudentDao05)context.getBean('studentDao05'); int counts[] = new int[]{10, 50, 100, 200, 500, 1000, 2000, 3000, 5000, 8000}; for (int count : counts) { List<Student> studentList = new ArrayList<>(); for (int i = 0; i < count; i++) { Student st = new Student(); st.setName('name'); st.setBranch(''); st.setEmail(''); st.setPercentage(0); st.setPhone(0); studentList.add(st); } long startTime = System.currentTimeMillis(); studentDao.insertStudentList(studentList); long endTime = System.currentTimeMillis(); System.out.println('插入' + count + '筆數據耗時: ' + (endTime - startTime) +' ms'); }}
測試結果
插入100筆數據耗時: 197 ms插入200筆數據耗時: 232 ms插入500筆數據耗時: 421 ms插入1000筆數據耗時: 650 ms插入2000筆數據耗時: 1140 ms插入3000筆數據耗時: 27113 ms插入5000筆數據耗時: 98213 ms插入8000筆數據耗時: 301101 ms
2. 借助spring事務
借助spring事務,插入一組數據
開啟spring事務
<bean class='org.springframework.jdbc.datasource.DataSourceTransactionManager'> <property name='dataSource' ref='oracleDataSource' /></bean><tx:annotation-driven transaction-manager='transactionManager' />
定義接口
public interface StudentMapper06 { public void insertStudent(@Param('student') Student student);}
mapper
<insert id='insertStudent'> INSERT INTO test_student(ID, NAME, BRANCH, PERCENTAGE, PHONE, EMAIL) VALUES (SEQ_ID.nextval, #{student.name}, #{student.branch}, #{student.percentage}, #{student.phone}, #{student.email})</insert>
dao
public class StudentDao06 { private StudentMapper06 studentMapper; // 省略getter和setter @Transactional // spring事務控制 public void insertStudentList(List<Student> students) { for (Student student : students) { studentMapper.insertStudent(student); } }}
beans
<bean class='org.mybatis.spring.SqlSessionFactoryBean'> <property name='dataSource' ref='oracleDataSource' /> <property name='configLocation' value='classpath:mybatis/config/mybatis-config-06.xml'/></bean><bean class='org.mybatis.spring.mapper.MapperFactoryBean'> <property name='mapperInterface' value='com.ws.experiment.spring.mybatis.mapper.StudentMapper06' /> <property name='sqlSessionFactory' ref='sqlSessionFactory' /></bean><bean class='com.ws.experiment.spring.mybatis.dao.StudentDao06'> <property name='studentMapper' ref='studentMapper06' /></bean>
main
略
測試結果
batchInsert001插入10筆數據耗時: 602 msbatchInsert001插入50筆數據耗時: 196 msbatchInsert001插入100筆數據耗時: 284 msbatchInsert001插入200筆數據耗時: 438 msbatchInsert001插入500筆數據耗時: 944 msbatchInsert001插入1000筆數據耗時: 1689 msbatchInsert001插入2000筆數據耗時: 3138 msbatchInsert001插入3000筆數據耗時: 4427 msbatchInsert001插入5000筆數據耗時: 7368 msbatchInsert001插入8000筆數據耗時: 11832 ms
3. 使用ExecutorType.BATCH
基本原理是SqlSession sqlSession = sqlSessionFactory.openSession(ExecutorType.BATCH, false);,設置BATCH方式的sqlSession
有三種設置方式:
3.1 在mybatis的config文件中設置
SqlSessionFactoryBean中可以配置配置文件:
<bean class='org.mybatis.spring.SqlSessionFactoryBean'> <property name='dataSource' ref='oracleDataSource' /> <property name='configLocation' value='classpath:mybatis/config/mybatis-config-06.xml'/></bean>
這個mybatis配置文件中,設置BATCH方式:
<configuration> <settings> <!-- 默認打開BATCH的Executor --> <setting name='defaultExecutorType' value='BATCH' /> </settings> <mappers> <mapper /> </mappers></configuration>
這樣,默認打開的sqlSession就都是BATCH方式的。再與spring的事務結合(參看上一節中的spring事務設置),就可以實現批量插入。
測試結果:
batchInsert001插入10筆數據耗時: 565 msbatchInsert001插入50筆數據耗時: 117 msbatchInsert001插入100筆數據耗時: 98 msbatchInsert001插入200筆數據耗時: 106 msbatchInsert001插入500筆數據耗時: 145 msbatchInsert001插入1000筆數據耗時: 132 msbatchInsert001插入2000筆數據耗時: 154 msbatchInsert001插入3000筆數據耗時: 163 msbatchInsert001插入5000筆數據耗時: 200 msbatchInsert001插入8000筆數據耗時: 250 ms
3.2 自己創建sqlSession,手工commit
SqlSessionFactory sqlSessionFactory = (SqlSessionFactory)context.getBean('sqlSessionFactory');SqlSession sqlSession = sqlSessionFactory.openSession(ExecutorType.BATCH, false);StudentMapper06 studentMapper = sqlSession.getMapper(StudentMapper06.class);for (int i = 0; i < count; i++) { Student st = new Student(); st.setName('name'); ... studentMapper.insertStudent(st);}sqlSession.commit();sqlSession.clearCache();sqlSession.close();
測試結果:
batchInsert002插入10筆數據耗時: 568 msbatchInsert002插入50筆數據耗時: 157 msbatchInsert002插入100筆數據耗時: 132 msbatchInsert002插入200筆數據耗時: 135 msbatchInsert002插入500筆數據耗時: 148 msbatchInsert002插入1000筆數據耗時: 139 msbatchInsert002插入2000筆數據耗時: 151 msbatchInsert002插入3000筆數據耗時: 139 msbatchInsert002插入5000筆數據耗時: 207 msbatchInsert002插入8000筆數據耗時: 299 ms
3.3 使用sqlSessionTemplate在XML文件中創建bean
創建一個SqlSessionTemplate,然后注入到MapperFactoryBean中,生成對應的mapper:
<!-- 以ExecutorType.BATCH方式插入數據庫 --><bean class='org.mybatis.spring.SqlSessionTemplate'> <constructor-arg name='sqlSessionFactory' ref='sqlSessionFactory' /> <constructor-arg name='executorType' value='BATCH' /></bean><bean class='org.mybatis.spring.mapper.MapperFactoryBean'> <property name='mapperInterface' value='com.ws.experiment.spring.mybatis.mapper.StudentMapper06' /> <property name='sqlSessionTemplate' ref='batchSqlSessionTemplate' /></bean><bean class='com.ws.experiment.spring.mybatis.dao.StudentDao06'> <property name='studentMapper' ref='studentMapper06_batch' /></bean>
與spring的事務結合后(參看上一節中的spring事務設置),就可以實現批量插入
測試結果
batchInsert003插入10筆數據耗時: 651 msbatchInsert003插入50筆數據耗時: 133 msbatchInsert003插入100筆數據耗時: 124 msbatchInsert003插入200筆數據耗時: 129 msbatchInsert003插入500筆數據耗時: 144 msbatchInsert003插入1000筆數據耗時: 179 msbatchInsert003插入2000筆數據耗時: 229 msbatchInsert003插入3000筆數據耗時: 241 msbatchInsert003插入5000筆數據耗時: 216 msbatchInsert003插入8000筆數據耗時: 259 ms
到此這篇關于spring中使用mybatis實現批量插入的示例代碼的文章就介紹到這了,更多相關spring mybatis批量插入內容請搜索好吧啦網以前的文章或繼續瀏覽下面的相關文章希望大家以后多多支持好吧啦網!
相關文章:
