mysql三种批量增加的性能分析

数据库  /  管理员 发布于 6年前   202

下面把代码写出来,希望大家批评指正.
首先domain对象.在这里使用的注解的方式,都是比较新的版本.
User.java
复制代码 代码如下:
package com.bao.sample.s3h4.domain;
import javax.persistence.Column;
import javax.persistence.Entity;
import javax.persistence.GeneratedValue;
import javax.persistence.GenerationType;
import javax.persistence.Id;
import javax.persistence.Table;
import com.bao.sample.base.domain.BaseDomain;
@Entity
@Table(name = "t_user")
public class User extends BaseDomain {
private static final long serialVersionUID = 1L;
private int id;
private String username;
private String password;
/**
* @Description 注解最好标记在get方法上.注意:采用一致的标记方式,注解是以Id的标记方式为准的,如果标记在get方法上,则忽略property上的注解.
* @return
*/
@Id
@GeneratedValue(strategy = GenerationType.IDENTITY)
public int getId() {
return id;
}
public void setId(int id) {
this.id = id;
}
@Column(nullable = false)
public String getUsername() {
return username;
}
public void setUsername(String username) {
this.username = username;
}
@Column(nullable = false)
public String getPassword() {
return password;
}
public void setPassword(String password) {
this.password = password;
}
public User() {
super();
}
public User(int id, String username, String password) {
super();
this.id = id;
this.username = username;
this.password = password;
}
}

接下来是Dao接口,继承一个BaseDao接口.
复制代码 代码如下:
package com.bao.sample.s3h4.dao;
import java.util.List;
import com.bao.sample.base.dao.BaseDao;
import com.bao.sample.s3h4.domain.User;
public interface UserBatchDao extends BaseDao<User> {
/**
* @Description 批量增加操作
* @return -1:操作失败;0:执行正常;>0:执行成功的数目
*/
public int batchAddUsingJdbc(List<User> users);
public int batchAddUsingHibernate(List<User> users);
public int batchAddUsingJdbcTemplate(List<User> users);
}

UserBatchDao的实现:
复制代码 代码如下:
UserBatchDaoImpl
package com.bao.sample.s3h4.dao;
import java.sql.Connection;
import java.sql.PreparedStatement;
import java.sql.SQLException;
import java.util.List;
import javax.annotation.Resource;
import org.hibernate.Session;
import org.springframework.jdbc.core.BatchPreparedStatementSetter;
import org.springframework.jdbc.core.JdbcTemplate;
import org.springframework.orm.hibernate4.SessionFactoryUtils;
import org.springframework.stereotype.Repository;
import org.springframework.transaction.annotation.Transactional;
import com.bao.sample.base.dao.BaseDaoImpl;
import com.bao.sample.s3h4.domain.User;
/**
*
* @Description 三种批量增加方法,执行效率依次是jdbc、jdbcTemplate、hibernate.<br />jdbc和jdbcTemplate执行效率相近,不过jdbcTemplate可以使用事务注解控制,所以优先选择.
* @author Bob hehe198504@126.com
* @date 2012-8-13
*/
@Repository("userBatchDao")
public class UserBatchDaoImpl extends BaseDaoImpl<User> implements UserBatchDao {
@Resource
protected JdbcTemplate jdbcTemplate;
/**
* 执行10W条记录,大致耗时15188ms
*/
@Override
public int batchAddUsingJdbc(List<User> users) {
int result = 0;
Connection conn = null;
PreparedStatement pstmt = null;
String sql = "insert into t_user (username,password) values (?,?)";
try {
conn = SessionFactoryUtils.getDataSource(sessionFactory).getConnection();
conn.setAutoCommit(false);
pstmt = conn.prepareStatement(sql);
for (int i = 0; i < users.size(); i++) {
int j = 1;
pstmt.setString(j++, users.get(i).getUsername());
pstmt.setString(j++, users.get(i).getPassword());
pstmt.addBatch();
}
pstmt.executeBatch();
conn.commit();
conn.setAutoCommit(true);
} catch (SQLException e) {
if (conn != null) {
try {
conn.rollback();
} catch (SQLException e1) {
e1.printStackTrace();
}
}
} finally {
if (pstmt != null) {
try {
pstmt.close();
} catch (SQLException e) {
e.printStackTrace();
}
}
if (conn != null) {
try {
conn.close();
} catch (SQLException e) {
e.printStackTrace();
}
}
}
return result;
}
/**
* 执行10W条记录,大致耗时131203ms,大致是jdbc或jdbcTemplate的10倍.
*/
@Override
// @Transactional(noRollbackFor = RuntimeException.class)
@Transactional
public int batchAddUsingHibernate(List<User> users) {
Session session = this.getSession();
for (int i = 0; i < users.size(); i++) {
session.save(users.get(i));
// 添加20条以后，强制入库
// clear()清空缓存
// postgres数据库的隔离级别是已提交读(Read committed)，
// 所以flush以后，数据看不到，只有commit后才能看到数据，
// 如果失败，rollback,前面的flush的数据不会入库
if (i % 20 == 0) {
session.flush();
session.clear();
}
}
return 0;
}
/**
* 执行10W条记录,大致耗时15671ms
*/
// @Transactional(noRollbackFor = RuntimeException.class)
@Transactional
public int batchAddUsingJdbcTemplate(List<User> users) {
String sql = "insert into t_user (username,password) values (?,?)";
final List<User> tempUsers = users;
final int count = users.size();
BatchPreparedStatementSetter pss = new BatchPreparedStatementSetter() {
// 为prepared statement设置参数。这个方法将在整个过程中被调用的次数
public void setValues(PreparedStatement pstmt, int i) throws SQLException {
int j = 1;
pstmt.setString(j++, tempUsers.get(i).getUsername());
pstmt.setString(j++, tempUsers.get(i).getPassword());
}
// 返回更新的结果集条数
public int getBatchSize() {
return count;
}
};
jdbcTemplate.batchUpdate(sql, pss);
return 0;
}
public JdbcTemplate getJdbcTemplate() {
return jdbcTemplate;
}
}

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作者：听雨轩