JMeter中BeanShell的实际应用

2022-11-02,,

使用Jmeter的BeanShell断言,把响应数据中的JSON跟数据库中的记录对比

很多时候我们需要把Response Data取到的 Json 字符串跟数据库里的对比,来验证接口的正确性,使用Beanshell断言可以比较灵活的实现这个需求。

Beanshell是一种类似Java的脚本语言,可以直接调用外部的jar包,可以拿现成的json解析包来用,所以笔者选择了这个方法。实现的思路是

1、历史数据存储到MySQL数据库里,

2、Jmeter读取参数化的CSV文件,把测试用例都存入CSV文件一次执行,

3、CSV文件和数据库中数据用ID关联,

4、每次断言都用BeanShell使用JDBC连接MYSQL库,使用测试用例的ID查出MYSQL中的数据

5、调用GSON的解析JSON方法,对比两个数据,进行断言

BeanShell在Jmeter中的使用可以参考这篇文章,https://www.blazemeter.com/blog/queen-jmeters-built-componentshow-use-beanshell   在这里就不多做介绍了。

GSON是Google的一个解析JSON的工具,笔者不太懂 java,但是JSON字符串的对比不能直接用字符串比较,

所以引用了这个包,然后调用了GSON的JsonObject.equals()方法,来判断 两个JSON的内容是否一样。大家可以多研究下,最好能完成例如断言失败时打印内容不同的KEY等功能。

选中测试计划,添加JAR包的引用地址。MYSQL的驱动和GSON包都需要下载下来,如下图直接点开窗口选择JAR文件即可。

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" alt="" />

import java.sql.*;
import java.util.*;
import java.lang.*;
import org.apache.regexp.*;
import com.google.gson.JsonObject;
import com.google.gson.JsonParser; //数据库连接字段
String drive = "com.mysql.jdbc.Driver";
String url = "jdbc:mysql://yourdatabase:yourDatabasePort/";
String dbName = "YourDataBaseName";
String user = "YourDataBaseUser";
String pass = "YourDataBasePass"; String history = "";
String response = "";
String failuer = ""; //vars.get是Jmeter提供的方法,可以取到变量值,这个caseno是用来关联用例和数据库中结果的
String CaseNo = vars.get("caseno"); //下面是查询的SQL
String query = "SELECT response_data From test_json_compare Where case_no = '" + CaseNo + "'"; //JDBC声明
Connection Mycon = null;
Statement Mystmt = null;
ResultSet Myrset = null; //try中获取数据库连接
try{
Mycon = DriverManager.getConnection(url+dbName, user, pass); } catch(SQLException e){ }
Mystmt = Mycon.createStatement();
Myrset = Mystmt.executeQuery(query); //prev.getResponseDataAsString是Jmeter提供的方法,可以调取上次请求的响应字符串
response = prev.getResponseDataAsString(); //如果取到库中的数据,赋值给history
while (Myrset.next()){
history = Myrset.getString();
} Myrset.close();
Mystmt.close(); //Gson提供的方法,原理笔者也不明白,效果是把字符串生成Json对象 JsonParser parser = new JsonParser();
JsonObject responseObj = (JsonObject) parser.parse(response);
JsonParser parser1 = new JsonParser();
JsonObject historyObj = (JsonObject) parser1.parse(history); if(history == "")
{
Failure = true;
FailureMessage = "连接数据库失败或者数据库内没有历史数据"; //调用Gson提供的Json对象euqals方法判断是否一致
}else if(responseObj.equals(historyObj) == false)
{
//把断言失败置为真
Failure = true;
FailureMessage = "和历史数据不匹配";
}

http://blog.csdn.net/drico1986/article/details/53021071

JMeter中BeanShell的实际应用的相关教程结束。

《JMeter中BeanShell的实际应用.doc》

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