Java使用JDBC连接数据库逐条插入数据、批量插入数据、以及通过SQL语句批量导入数据的效率对比

测试用的示例java代码：

package com.zifeiy.test.normal;
import java.io.File;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.OutputStreamWriter;
import java.sql.Connection;
import java.sql.DriverManager;
import java.sql.SQLException;
import java.sql.Statement;
import java.util.ArrayList;
import java.util.List;
import org.apache.commons.exec.ExecuteException;
public class Test20181120 {
	public static void main(String[] args) throws ExecuteException, IOException, ClassNotFoundException, SQLException {
		// 生成1万条测试数据
		List<TestObject> testObjectList = new ArrayList<TestObject>();
		for (int i = 0; i < 10000; i ++) {
			testObjectList.add(new TestObject());
		}
		// 生成CSV文件
		File csvFile = new File("D:\\test.csv");
		FileOutputStream fos = new FileOutputStream(csvFile);
        OutputStreamWriter osw = new OutputStreamWriter(fos, "UTF-8");
        String content = "";
        for (TestObject e : testObjectList) {
        	content += e.toCsvLine();
        }
        osw.write(content);
        osw.flush();
        // MySQL依次执行1万条Insert的SQL
	    Class.forName("com.mysql.jdbc.Driver");
        Connection connection = DriverManager.getConnection("jdbc:mysql://localhost:3306/testdb?useUnicode=true&characterEncoding=UTF8&rewriteBatchedStatements=true&useLegacyDatetimeCode=false&serverTimezone=Asia/Shanghai&useSSL=false", "root", "password");
        Statement statement = connection.createStatement();
        // drop table的SQL
        String dropTableSQL = "drop table if exists test_table";
        // create table的SQL
        String createTableSQL = "create table test_table ( id integer, name varchar(20), age integer, brief varchar(100) )";
        long beginTime, endTime;
        // 使用JDBC一次插入
        statement.execute(dropTableSQL);
        statement.execute(createTableSQL);
        beginTime = System.currentTimeMillis();
        for (TestObject e : testObjectList) {
        	statement.execute(e.toInsertSQL());
        }
        endTime = System.currentTimeMillis();
        System.out.println("timer 1 : " + (endTime - beginTime) + " ms");
        // 使用JDBC批量插入
        statement.execute(dropTableSQL);
        statement.execute(createTableSQL);
        beginTime = System.currentTimeMillis();
        for (TestObject e : testObjectList) {
        	statement.addBatch(e.toInsertSQL());
        }
        statement.executeBatch();
        endTime = System.currentTimeMillis();
        System.out.println("timer 2 : " + (endTime - beginTime) + " ms");
        // 使用SQL批量导入CSV文件内容
        statement.execute(dropTableSQL);
        statement.execute(createTableSQL);
        beginTime = System.currentTimeMillis();
        statement.execute(
"load data local infile 'd:\\\\test.csv' \r\n" +
"into table testdb.test_table character set utf8\r\n" +
"fields terminated by ',' optionally enclosed by '\"' escaped by '\"' \r\n" +
"lines terminated by '\\r\\n'"
);
        statement.executeBatch();
        endTime = System.currentTimeMillis();
        System.out.println("timer 3 : " + (endTime - beginTime) + " ms");
	}
	static class TestObject {
		private Integer id;
		private String name;
		private Integer age;
		private String brief;
		public TestObject() {
			this.id = (int) ( Math.random() * 1e9);
			this.name = (id % 4 == 0) ? "刘德华" : ( (id % 4 == 1) ? "周杰伦" : ( (id % 4 == 2) ? "麦哲伦" : "范晓萱" ) );
			this.age = (int) (Math.random() * 100 );
			this.brief = "xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx";
		}
		public String toInsertSQL() {
			return String.format("insert into test_table (id, name, age, brief) values (%d, '%s', %d, '%s')", id, name, age, brief);
		}
		public String toCsvLine() {
			return String.format("%d,\"%s\",%d,\"%s\"\r\n", id, name, age, brief);
		}
	}
}

其中，我们首先创造了1万条随机数据，然后生成这1万条数据对应的CSV文件，

然后我们通过以下三种方式进行对这1万条数据：

• 使用JDBC逐条插入；
• 使用JDBC批量插入；
• 使用load dataSQL语句导入CSV文件。

执行的结果如下：

结果1

timer 1 : 31417 ms
timer 2 : 27559 ms
timer 3 : 239 ms

结果2

timer 1 : 31428 ms
timer 2 : 28009 ms
timer 3 : 223 ms

结果3

timer 1 : 30779 ms
timer 2 : 30969 ms
timer 3 : 441 ms

可以发现，使用SQL批量导入文本文件的方法明显比JDBC插入快不止一个数量级。