java 批量插入数据-Toy模板网

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批量插入数据，常见的使用mybatis foreach 插入的方式，原始的方式和批处理

1，常见的mybatis foreach

xml

<insert id="insertBatch"  parameterType="java.util.List">
		insert into  CODEINFO (CODE_TYPE, CODE, MEAN, STATE, SORT_ID)
		values
		<foreach collection ="records" item="item" separator =",">
			(#{item.codeType}, #{item.code},
			 #{item.remark},  #{item.state}, #{item.sortId})
		</foreach >
	</insert>

mapper:

int insertBatch(@Param("records") List<CodeInfo> records);

对于数据量不是很大的，基本够用。如果同步数据特别慢，再考虑其它的方式。或者晚上凌晨再同步数据。

2，原始的方式

批量插入

public void insertBatach(){
        Connection conn=null;
        PreparedStatement ps=null;
        try {
            long start = System.currentTimeMillis();

            conn = JDBCUtils.getConnection();
            conn.setAutoCommit(false);
            String sql="INSERT INTO CODEINFO (CODE_TYPE, CODE, MEAN,STATE, SORT_ID) VALUES (?, ?, ?, ?, ?)";
            ps = conn.prepareStatement(sql);
            for(int i=1;i<=20000;i++){
                ps.setObject(1, "TEST_INSERT_BATCH");
                ps.setObject(2, "0"+i);
                ps.setObject(3, "name_"+i);
                ps.setObject(4, "0SA");
                ps.setObject(5, i);
                //1.sql
                ps.addBatch();

                if(i%500==0){
                    //2.执行batch
                    ps.executeBatch();

                    //3.清空batch
                    ps.clearBatch();
                }
            }

            //提交数据
            conn.commit();
            long end = System.currentTimeMillis();
            System.out.println("批量插入花费的时间为："+(end-start));
        } catch (Exception e) {
            e.printStackTrace();
        } finally{
            JDBCUtils.close(conn, ps);
        }
    }

数据库连接：

import java.io.IOException;
import java.io.InputStream;
import java.sql.*;
import java.util.Properties;

public class JDBCUtils {
    private static String url;
    private static String user;
    private static String password;
    private static  Connection conn = null;
    //    静态代码块
    static{
        /* 将外部properties文件放在src文件夹中，用类的加载器读文件，格式：
         * 当前类名.class.getClassLoader().getResourceAsStream("外部文件名");*/
        InputStream in = JDBCUtils.class.getClassLoader().getResourceAsStream("sql.properties");
        Properties p=new Properties();
        try {
            p.load(in);
        } catch (IOException e) {
            e.printStackTrace();
        }
//        读文件给变量赋值
        String driver = p.getProperty("driver");
        url = p.getProperty("url");
        user = p.getProperty("user");
        password = p.getProperty("password");
        try {
            Class.forName(driver);
        } catch (ClassNotFoundException e) {
            e.printStackTrace();
        }
    }

    //    构造获得数据库链接方法
    public static Connection getConnection() {
        try {
            conn = DriverManager.getConnection(url, user, password);
        } catch (SQLException e) {
            e.printStackTrace();
        }
        return conn;
    }
    //    构造关闭流的方法
    public static void close(Connection conn,Statement stat) {
        if (stat != null) {
            try {
                stat.close();
            } catch (SQLException e) {
                e.printStackTrace();
            }
        }
        if (conn != null) {
            try {
                conn.close();
            } catch (SQLException e) {
                e.printStackTrace();
            }
        }
    }
    //    重载关闭流的方法
    public static void close(Connection conn,Statement stat, ResultSet rs) {
        if (rs != null) {
            try {
                rs.close();
            } catch (SQLException e) {
                e.printStackTrace();
            }
        }
        if (stat != null) {
            try {
                stat.close();
            } catch (SQLException e) {
                e.printStackTrace();
            }
        }
        if (conn != null) {
            try {
                conn.close();
            } catch (SQLException e) {
                e.printStackTrace();
            }
        }
    }
}

原始的方法写起来麻烦些。

3，批处理

MybatisGeneralBatchUtils

import org.apache.ibatis.session.ExecutorType;
import org.apache.ibatis.session.SqlSession;
import org.apache.ibatis.session.SqlSessionFactory;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.stereotype.Component;
import org.springframework.transaction.support.TransactionSynchronizationManager;

import java.util.List;
import java.util.function.BiFunction;


@Component
public class MybatisGeneralBatchUtils {
    private static final Logger logger = LoggerFactory.getLogger(MybatisGeneralBatchUtils.class);
    /**
     * 每次处理1000条
     */
    private static final int BATCH_SIZE = 1000;

    /**
     * 批量处理修改或者插入
     *  变成一条一条的数据，然后最后一起执行。并不是 insertBatch那种方式
     * @param data        需要被处理的数据
     * @param mapperClass Mybatis的Mapper类
     * @param function    自定义处理逻辑
     * @return int 影响的总行数
     */
    public <T, U, R> int batchUpdateOrInsert(List<T> data, Class<U> mapperClass, BiFunction<T, U, R> function)  {
        int i = 1;
        SqlSessionFactory sqlSessionFactory = (SqlSessionFactory) SpringUtil.getBean("sqlSessionFactory");
        SqlSession batchSqlSession = sqlSessionFactory.openSession(ExecutorType.BATCH);
        try {
            U mapper = batchSqlSession.getMapper(mapperClass);
            int size = data.size();
            for (T element : data) {
                function.apply(element, mapper);
                if ((i % BATCH_SIZE == 0) || i == size) {
                    batchSqlSession.flushStatements();
                }
                i++;
            }
            // 非事务环境下强制commit，事务情况下该commit相当于无效
            batchSqlSession.commit(!TransactionSynchronizationManager.isSynchronizationActive());
        } catch (Exception e) {
            batchSqlSession.rollback();
            logger.error("batchUpdateOrInsert", e);
        } finally {
            batchSqlSession.close();
        }
        return i - 1;
    }

}

SpringUtil

import org.springframework.beans.BeansException;
import org.springframework.context.ApplicationContext;
import org.springframework.context.ApplicationContextAware;
import org.springframework.stereotype.Component;

@Component
public class SpringUtil implements ApplicationContextAware {

    private static ApplicationContext applicationContext;

    public void setApplicationContext(ApplicationContext applicationContext) throws BeansException {
         SpringUtil.applicationContext = applicationContext;
    }

    public static Object getBean(String name) {
        return applicationContext.getBean(name);
    }

    public static <T> T getBean(Class<T> clazz) {
        return applicationContext.getBean(clazz);
    }
}

调用：

mapper:

int insertSelective(CodeInfo codeInfo);

xml:

<insert id="insertSelective" parameterType="com.web.dict.entity.CodeInfo">
		insert into CODEINFO
		<trim prefix="(" suffix=")" suffixOverrides=",">
			<if test="codeType != null">
				CODE_TYPE,
			</if>
			<if test="code != null">
				CODE,
			</if>
			<if test="mean != null">
				MEAN,
			</if>
			<if test="state != null">
				STATE,
			</if>
			<if test="sortId != null">
				SORT_ID,
			</if>
		</trim>
		<trim prefix="values (" suffix=")" suffixOverrides=",">
			<if test="codeType != null">
				#{codeType,jdbcType=VARCHAR},
			</if>
			<if test="code != null">
				#{code,jdbcType=VARCHAR},
			</if>
			<if test="mean != null">
				#{mean,jdbcType=VARCHAR},
			</if>
			<if test="state != null">
				#{state,jdbcType=VARCHAR},
			</if>
			<if test="sortId != null">
				#{sortId,jdbcType=VARCHAR},
			</if>
		</trim>
	</insert>

service:

    @Resource
    private MybatisGeneralBatchUtils mybatisGeneralBatchUtils;

    public int batchInsertData(List<CodeInfo> codeInfos){
        return mybatisGeneralBatchUtils.batchUpdateOrInsert(codeInfos, CodeInfoMapper.class,
                (item, codeInfoMapper) -> codeInfoMapper.insertSelective(item));
    }

这个方法看起来比较通用，但是我自己测的话，速度反而比较慢。可能是因为模拟的字段和数据都比较少；后面有遇到数据量大的，再进行一个比对。

官网推荐的方法：

MyBatis文档中写批量插入的时候，是推荐使用另外一种方法中 Batch Insert Support 标题里的内容

try(SqlSession session = sqlSessionFactory.openSession(ExecutorType.BATCH)) {
        SimpleTableMapper mapper = session.getMapper(SimpleTableMapper.class);
        List<SimpleTableRecord> records = getRecordsToInsert(); // not shown

        BatchInsert<SimpleTableRecord> batchInsert = insert(records)
                .into(simpleTable)
                .map(id).toProperty("id")
                .map(firstName).toProperty("firstName")
                .map(lastName).toProperty("lastName")
                .map(birthDate).toProperty("birthDate")
                .map(employed).toProperty("employed")
                .map(occupation).toProperty("occupation")
                .build()
                .render(RenderingStrategies.MYBATIS3);

        batchInsert.insertStatements().forEach(mapper::insert);

        session.commit();
    }