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MySQL十秒插入百万条数据

1 人参与  2022年11月17日 16:58  分类 : 《随便一记》  评论

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mysql数据库准备

private String Driver = "com.mysql.cj.jdbc.Driver";    private String url ="jdbc:mysql://localhost:3306/mp?serverTimezone=Asia/Shanghai&rewriteBatchedStatements=true";    private String user = "root";    private String password = "root";    Connection connection = null;    PreparedStatement ps = null;    ResultSet rs = null;    //封装与数据库建立连接的类    public void coon() throws Exception{        Class.forName(Driver);        connection = DriverManager.getConnection(url,user,password);    }    //封装异常类    public void erro(){        try {            if (rs!=null){                rs.close();            }            if (ps!=null){                ps.close();            }            if (connection!=null){                connection.close();            }        } catch (Exception e) {            e.printStackTrace();        }    }

方式一:普通插入

package com.wt;import org.junit.Test;import java.sql.Connection;import java.sql.DriverManager;import java.sql.PreparedStatement;import java.sql.ResultSet;/** * @Author wt * @Date 2022/11/14 21:17 * @PackageName:com.wt * @ClassName: TestAddBatch01 * @Description: TODO * @Version 1.0 */public class TestAddBatch01 {    private String Driver = "com.mysql.cj.jdbc.Driver";    private String url ="jdbc:mysql://localhost:3306/mp?serverTimezone=Asia/Shanghai";    private String user = "root";    private String password = "root";    Connection connection = null;    PreparedStatement ps = null;    ResultSet rs = null;    public void coon() throws Exception{        Class.forName(Driver);        connection = DriverManager.getConnection(url,user,password);    }    public void erro(){        try {            if (rs!=null){                rs.close();            }            if (ps!=null){                ps.close();            }            if (connection!=null){                connection.close();            }        } catch (Exception e) {            e.printStackTrace();        }    }    @Test    public void ccc(){        long start = System.currentTimeMillis();        String sql = "insert into a(id, name) VALUES (?,null)";        try {            coon();            ps = connection.prepareStatement(sql);            for (int i = 1; i <= 1000000; i++) {                ps.setObject(1, i);//填充sql语句种得占位符                ps.execute();//执行sql语句            }        } catch (Exception e) {            e.printStackTrace();        } finally {            erro();        }        System.out.println("百万条数据插入用时:" + (System.currentTimeMillis() - start)+"【单位:毫秒】");    }}

用时:62分钟多 

方式二:使用批处理插入

package com.wt;import org.junit.Test;import java.sql.Connection;import java.sql.DriverManager;import java.sql.PreparedStatement;import java.sql.ResultSet;/** * @Author wt * @Date 2022/11/14 20:25 * @PackageName:com.wt.util * @ClassName: TestAddBatch * @Description: TODO * @Version 1.0 */public class TestAddBatch {    private String Driver = "com.mysql.cj.jdbc.Driver";    private String url ="jdbc:mysql://localhost:3306/mp?serverTimezone=Asia/Shanghai";    private String user = "root";    private String password = "root";    Connection connection = null;    PreparedStatement ps = null;    ResultSet rs = null;    public void coon() throws Exception{        Class.forName(Driver);        connection = DriverManager.getConnection(url,user,password);    }    public void erro(){        try {            if (rs!=null){                rs.close();            }            if (ps!=null){                ps.close();            }            if (connection!=null){                connection.close();            }        } catch (Exception e) {            e.printStackTrace();        }    }    @Test    public void ccc(){        long start = System.currentTimeMillis();        String sql = "insert into a(id, name) VALUES (?,null)";        try {            coon();            ps = connection.prepareStatement(sql);//            connection.setAutoCommit(false);//取消自动提交            for (int i = 1; i <= 1000000; i++) {                ps.setObject(1, i);                ps.addBatch();                if (i % 1000 == 0) {                    ps.executeBatch();                    ps.clearBatch();                }            }            ps.executeBatch();            ps.clearBatch();//            connection.commit();//所有语句都执行完毕后才手动提交sql语句        } catch (Exception e) {            e.printStackTrace();        } finally {            erro();        }        System.out.println("百万条数据插入用时:" + (System.currentTimeMillis() - start)+"【单位:毫秒】");    }}

 方式一、二总结:到此可以看出其实其处理程序及批处理是没有起作用的,为此我们使用方式三

方式三:通过连接配置url设置【&rewriteBatchedStatements=true】(设置重写批处理语句)

url地址后注意添加【&rewriteBatchedStatements=true】

private String url ="jdbc:mysql://localhost:3306/mp?serverTimezone=Asia/Shanghai&rewriteBatchedStatements=true";

方法三较于方法二的改变是只是url地址上的改变,其它没有任何修改 

package com.wt;import org.junit.Test;import java.sql.Connection;import java.sql.DriverManager;import java.sql.PreparedStatement;import java.sql.ResultSet;/** * @Author wt * @Date 2022/11/14 20:25 * @PackageName:com.wt.util * @ClassName: TestAddBatch * @Description: TODO * @Version 1.0 */public class TestAddBatch {    private String Driver = "com.mysql.cj.jdbc.Driver";    private String url ="jdbc:mysql://localhost:3306/mp?serverTimezone=Asia/Shanghai&rewriteBatchedStatements=true";    private String user = "root";    private String password = "root";    Connection connection = null;    PreparedStatement ps = null;    ResultSet rs = null;    public void coon() throws Exception{        Class.forName(Driver);        connection = DriverManager.getConnection(url,user,password);    }    public void erro(){        try {            if (rs!=null){                rs.close();            }            if (ps!=null){                ps.close();            }            if (connection!=null){                connection.close();            }        } catch (Exception e) {            e.printStackTrace();        }    }    @Test    public void ccc(){        long start = System.currentTimeMillis();        String sql = "insert into a(id, name) VALUES (?,null)";        try {            coon();            ps = connection.prepareStatement(sql);            for (int i = 1; i <= 1000000; i++) {                ps.setObject(1, i);                ps.addBatch();                if (i % 1000 == 0) {                    ps.executeBatch();                    ps.clearBatch();                }            }            ps.executeBatch();            ps.clearBatch();        } catch (Exception e) {            e.printStackTrace();        } finally {            erro();        }        System.out.println("百万条数据插入用时:" + (System.currentTimeMillis() - start)+"【单位:毫秒】");    }}

用时:【10秒左右】

 

 

 

到此批处理语句才正是生效

注意

数据库连接的url设置了【&rewriteBatchedStatements=true】时,java代码种的sql语句不能有分号【;】号,否则批处理语句打包就会出现错误,导致后面的sql语句提交出现【BatchUpdateException】异常

方式四:通过数据库连接取消自动提交,手动提交数据

package com.wt;import org.junit.Test;import java.sql.Connection;import java.sql.DriverManager;import java.sql.PreparedStatement;import java.sql.ResultSet;/** * @Author wt * @Date 2022/11/14 20:25 * @PackageName:com.wt.util * @ClassName: TestAddBatch * @Description: TODO * @Version 1.0 */public class TestAddBatch {    private String Driver = "com.mysql.cj.jdbc.Driver";    private String url ="jdbc:mysql://localhost:3306/mp?serverTimezone=Asia/Shanghai&rewriteBatchedStatements=true";    private String user = "root";    private String password = "root";    Connection connection = null;    PreparedStatement ps = null;    ResultSet rs = null;    public void coon() throws Exception{        Class.forName(Driver);        connection = DriverManager.getConnection(url,user,password);    }    public void erro(){        try {            if (rs!=null){                rs.close();            }            if (ps!=null){                ps.close();            }            if (connection!=null){                connection.close();            }        } catch (Exception e) {            e.printStackTrace();        }    }    @Test    public void ccc(){        long start = System.currentTimeMillis();        String sql = "insert into a(id, name) VALUES (?,null)";        try {            coon();            ps = connection.prepareStatement(sql);            connection.setAutoCommit(false);//取消自动提交            for (int i = 1; i <= 1000000; i++) {                ps.setObject(1, i);                ps.addBatch();                if (i % 1000 == 0) {                    ps.executeBatch();                    ps.clearBatch();                }            }            ps.executeBatch();            ps.clearBatch();            connection.commit();//所有语句都执行完毕后才手动提交sql语句        } catch (Exception e) {            e.printStackTrace();        } finally {            erro();        }        System.out.println("百万条数据插入用时:" + (System.currentTimeMillis() - start)+"【单位:毫秒】");    }}

 用时:【9秒左右】

总结:

1.使用批量提交数据,url一定要设置允许重写批量提交【rewriteBatchedStatements=true】,以及此时的sql语句一定不能有分号,否则有【BatchUpdateException】异常,

2.其他的就正常使用PreparedStatement ps;的以下三个方法即可
     *      ps.addBatch();      将sql语句打包到一个容器中
     *      ps.executeBatch();  将容器中的sql语句提交
     *      ps.clearBatch();    清空容器,为下一次打包做准备

 


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