写在前面

  这次的结对项目我做了很长时间,感触也很多。在这次项目中我使用了Java GUI作为和用户的交互方式,但是在上Java课的时候我对GUI和事件驱动这里并没有学的多好,可能是当时对编程还没有什么理解,对这一部分的知识理解地很吃力,只是死记硬背下来应对了考试,在这次项目过程中我又将我的Java书拿出来把这一部分的知识复习了一遍,现在再来看这一部分的知识与当时的感受完全不同了,当时看起来云里雾里的知识现在看来就是理所当然和透彻的了,所以上手地也比较快,我学到的知识也立刻得到了实际的应用。

  不仅是专业知识,在这次项目里,我接触了从未想过的结对编程,代码复审;我一步一步地学了用JUnit写单元测试,用Eclemma查看单元测试的覆盖率,分析代码的性能,真正实际接触并亲身做了一些软件工程上的环节,而不仅是从书本上学到了理论,这些经历虽然辛苦,但是带来了很多收获,也让我对这些环节有了更深的了解和记忆。

  那么接下来我就用博客记录一下我这次结对项目。


Coding.Net项目地址

https://git.coding.net/ForeverSevrous/CoupleProject.git


PSP

PSP2.1

任务内容

计划共完成需要的时间(min)

实际完成需要的时间(min)

Planning

计划

30

*

·        Estimate

·   估计这个任务需要多少时间,并规划大致工作步骤

30

*

Development

开发

1000

*

·        Analysis

·         需求分析 (包括学习新技术)

60

*

·        Design Spec

·         生成设计文档

30

*

·        Design Review

·         设计复审 (和同事审核设计文档)

30

*

·        Coding Standard

·         代码规范 (为目前的开发制定合适的规范)

10

*

·        Design

·         具体设计

30

*

·        Coding

·         具体编码

720

*

·        Code Review

·         代码复审

60

*

·        Test

·         测试(自我测试,修改代码,提交修改)

60

*

Reporting

报告

55

*

·         Test Report

·         测试报告

30

*

·         Size Measurement

·         计算工作量

10

*

·         Postmortem & Process Improvement Plan

·         事后总结, 并提出过程改进计划

15

*


Information Hiding, Interface Design,Loose Coupling

信息隐藏(Information Hiding)

信息隐藏指在设计和确定模块时,使得一个模块内包含的特定信息(过程或数据),对于不需要这些信息的其他模块来说,是不可访问的。

  在结对项目中,使用命令行模式执行和使用GUI界面执行出题部分时调用了同一部分核心代码,在这里我将出题这一部分信息隐藏,当改变人机交互模式的时候就不会给系统带来全局性的影响。在我的程序中避免了A类调用B类的程序,B类有调用A类的程序这种情况,这也是所谓的“循环依赖”,这种情况会阻碍信息隐藏。

接口设计(Interface Design)

  在本项目设计接口过程中,使用有意义的命名方式使接口的功能一目了然,增强了可读性;类名和方法名也都使用了有意义的命名方式;在开发过程中加好了注释,方便自己和他人看懂代码;在接口设计过程中对相关原则也有了一些体会,主要参考以下内容:

https://blog.csdn.net/blueangle17/article/details/55049858

https://jingyan.baidu.com/article/066074d626ea09c3c21cb0b9.html

松耦合(Loose coupling)

  耦合的强度依赖于:(1)一个模块对另一个模块的调用;(2)一个模块向另一个模块传递的数据量;(3)一个模块施加到另一个模块的控制的多少;(4)模块之间接口的复杂程度。等等。

  模块内子程序(下一个层次上)应共享数据(有一定的耦合度),而减少全局变量能降低子程序性间的耦合性。

  类与类之间通常通过接口的契约实现服务提供者/服务请求者模式,这就是典型的松耦合。

  在结对项目中,我尽量减少一个模块向另一个模块传递的数据量,如:是否有乘除法通过在主函数中判断调用不同的类,而不是通过传递参数。


计算模块接口的设计与实现过程

  吸取在个人项目中同学对我的建议,我画出了用到的类和其中的方法之间的关系图(含有方法的作用),希望能有助于大家的理解:

  我的结对项目使用的算法都比较普通,唯一还算值得一提的是我改进了异常提醒的代码,使程序从原来的每运行一次只能报一次错变成了运行一次就将所有的错误都进行提示,这样就提高了用户的使用效率,提升了使用体验。


计算模块接口部分的性能改进

  由于出题时对题目的结果和运算过程中的部分结果是有要求的,所以这次虽然在出题时不要求给出结果,但还是需要调用计算模块来提供检查功能,每计算一步就对结果进行判断,对不合格的运算式舍弃不用,但是在出现有乘法的时候数字就会成倍变大,导致运算式不可用,对于这个问题我在出题模块内进行了优化,当出现乘法时,尽量缩小乘数,在一定程度上使结果不会超出限定,加快出题速度。

  吸取老师的建议,我们在第一次性能分析的基础上做了CPU性能分析,以下是以下是访问树 Call Tree:

以下是热点 Hot Spots视图,显示了消耗时间最多的方法:

以下是内存性能分析图(包含改进后的成果):

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" 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" 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计算模块部分单元测试展示

测试Core类(包含newExpSome,newExpAll,divideExactly)

  在测试Core类中的函数时,我模拟了在实际应用时会出现的情况,结合更大限度地覆盖更多代码这一目标,我设计了多组参数,期望能覆盖到各种情况。通过多次进行单元测试,将多次单元测试结合起来,达到了97%。

设计思路:

  1. 改变运算符个数的上限:由于运算符个数不同产生括号的代码不同,所以增加情况个数能够覆盖更多代码。
  2. 设置是否有括号和乘除。
  3. 增加运算次数:这样在使用随机数的函数中能出现更多的情况,覆盖更多的代码,走通一些异常处理代码。

测试Command类(包含main和write方法)

设计思路:

(测试main方法)

  在main方法中实现了对输入参数的解析和对输入参数异常的报错,所以测试这个部分的函数最主要的就是构造不同的异常情况,同时也不要忘记测试参数正确时的情况,因为这也是代码的一部分(单元测试中第一次就是因此覆盖率较低)。

(测试write方法)

  在write方法中主要实现了将传入的ArrayList分行写入文件,所以测试这个部分的思路就是:在测试方法中构造一个ArrayList,向里面传入一些值,然后以它为参数传入到write方法中,通过输出结果判定是否成功执行。

单元测试代码展示(以测试Core.java为例):

 import static org.junit.Assert.*;

 import org.junit.After;
import org.junit.AfterClass;
import org.junit.Before;
import org.junit.BeforeClass;
import org.junit.Test; public class CoreTest { @BeforeClass
public static void setUpBeforeClass() throws Exception {
} @AfterClass
public static void tearDownAfterClass() throws Exception {
} @Before
public void setUp() throws Exception {
} @After
public void tearDown() throws Exception {
} @Test
public void testNewExpSome() {
for(int i=0;i<6;i++){
Core.newExpSome(false, 200, 20, 6);
}
for(int i=0;i<24;i++){
Core.newExpSome(true, 200, 20, 4);
Core.newExpSome(true, 200, 20, 4);
Core.newExpSome(true, 200, 20, 4);
} System.out.println("NewExpSome程序正常!");
} @Test
public void testNewExpAll() {
for(int i=0;i<12;i++){
Core.newExpAll(false, 200, 20, 6);
}
for(int i=0;i<24;i++){
Core.newExpAll(true, 200, 20, 4);
Core.newExpAll(true, 200, 20, 4);
Core.newExpAll(true, 200, 20, 4);
} System.out.println("NewExpAll程序正常!");
} @Test
public void testDivideExactly() { } }

CoreTest


计算模块部分异常处理说明

以下为各参数会出现的异常及对应的单元测试样例

1.出题数量:出题数量范围错误;出题数量输入值不是数字;未输入出题数量。

  单元测试样例:

 String[] args1 = {“-n”,”-20”}
Command.main(args1);
String[] args2 = {“-n”,”a”}
Command.main(args2);
String[] args3 = {“-b”,”-c”}
Command.main(args3);

2.运算符上限:上限范围错误;输入值不是数字。

  单元测试样例:

 String[] args1 = {“-o”,”20”}
Command.main(args1);
String[] args2 = {“-o”,”a”}
Command.main(args2);

3.数值范围:上下界范围错误;上下界输入不是数字;下界大于上界。

  单元测试样例:

 String[] args1 = {“-m”,”-20”,”2000”}
Command.main(args1);
String[] args2 = {“-m”,”a”,”b”}
Command.main(args2);
String[] args3 = {“-m”,”40”,”20”}
Command.main(args3);

4.输入的参数不是规定的参数格式,如输入“-”、“-x”等作为参数。

  单元测试样例:

 String[] args1 = {“-x”}
Command.main(args1);

界面模块的详细设计过程

  在设计界面的过程中,我分为导航页,获得出题参数页,参数错误提示页,出题完成提示页,上传题目做题页。这几个页面的关系如下:

  导航页和获得出题参数页使用了同种方式来生成用户界面,代表导航页和出题参数页的类继承了JFrame类,在这两个类中还分别声明了一个内部类继承了JPanel类,在内部类中加入页面需要的各种组件,然后在外部类的构造方法中新建一个内部类的示例,并将这个内部类的对象加入到外部类的实例中,在这里以导航页的代码为例展示这种方式:

 import java.awt.event.ActionEvent;
import java.awt.event.ActionListener; import javax.swing.*; public class HelloFrame extends JFrame {
public HelloFrame() {
setLocationRelativeTo(null);
Hello h = new Hello();
add(h);
h.make.addActionListener(new ActionListener() { @Override
public void actionPerformed(ActionEvent e) {
// TODO Auto-generated method stub
setVisible(false);
} });
h.ans.addActionListener(new ActionListener() { @Override
public void actionPerformed(ActionEvent e) {
// TODO Auto-generated method stub
setVisible(false);
} });
} public static void main(String[] args) {
// TODO Auto-generated method stub
HelloFrame hf = new HelloFrame();
hf.setTitle("四则运算程序");
hf.setLocationRelativeTo(null);
hf.setDefaultCloseOperation(EXIT_ON_CLOSE);
hf.setVisible(true);
hf.setBounds(300, 200, 640, 410);
// 设置显示位置距离左边300像素距离上边200像素及屏幕大小500*400
} static class Hello extends JPanel {
JButton make = new JButton("出题");
JButton ans = new JButton("做题");
JLabel title = new JLabel("欢迎使用四则运算软件,您是要:");
JLabel l = new JLabel();
private MakeExp makeexp = new MakeExp(); public Hello() { Icon icon = new ImageIcon("3.jpg"); // 在此直接创建对象
l.setIcon(icon);
add(l); make.setSize(150, 50);
make.setLocation(250, 150);
make.setFont(new java.awt.Font("Dialog", 1, 20));
make.setToolTipText("点我可以生成含四则远算算式的文件哦!");
l.add(make); ans.setSize(150, 50);
ans.setLocation(250, 250);
ans.setFont(new java.awt.Font("Dialog", 1, 20));
ans.setToolTipText("点我可以上传文件做题,还可以记录成绩哦!");
l.add(ans); title.setFont(new java.awt.Font("Dialog", 1, 30));
title.setSize(640, 100);
title.setLocation(80, -15);
l.add(title); make.addActionListener(new ActionListener() { @Override
public void actionPerformed(ActionEvent e) {
// TODO Auto-generated method stub
setVisible(false);
makeexp.setTitle("请输入要求");
makeexp.setLocationRelativeTo(null);
makeexp.setDefaultCloseOperation(EXIT_ON_CLOSE);
makeexp.setVisible(true);
makeexp.setBounds(300, 200, 640, 410); } }); ans.addActionListener(new ActionListener() { @Override
public void actionPerformed(ActionEvent e) {
// TODO Auto-generated method stub
Count2_1 c = new Count2_1();
c.setVisible(true);
c.setDefaultCloseOperation(EXIT_ON_CLOSE);
} });
}
}
}

HelloFrame

  参数错误提示页和出题完成提示页使用了同种方式来生成用户界面,都是在构造函数中接收字符串,然后将字符串放入JLabel中,再添加到JFrame中,这里以参数错误提示页为例来展示这种方式:

     static class Waring extends JFrame{
public Waring(ArrayList<String> a){
setLayout(new GridLayout(6,1,15,15));
for(String s:a){
JLabel j = new JLabel(s);
add(j);
}
setSize(500,400);
setLocationRelativeTo(null);
setTitle("通知");
}
}

Waring


界面模块与计算模块的对接

  (UI模块的设计详见上一部分,这里主要讲述UI模块与两个模块的对接)

  我将我要完成的功能分为两部分,收集用户的意愿(即参数)和到相应的方法中执行,在UI模块中我主要就是通过GUI组件和相关事件来获取用户的意愿,并通过判断参数内容来决定接下来要调用的函数,而计算模块主要就是被调用,接收参数并进行相关的计算和生成功能。两部分各司其职,互不干扰。

  以下为本项目的主要功能和截图:

  【导航页】

  【获得出题参数页】

  【参数错误提示页】

  【上传题目做题页】

  【上传文件格式错误提醒】

  【获得最好成绩功能】


结对过程

  在这次结对项目过程中我和陈琦在工作室中坐在一起进行结对编程,体验了全新的一个人指导一个人实际操作的开发方式~


关于结对编程

  结对编程作为最近流行的编程方式,有不少的优点。第一,结对编程的方式是两名程序开发人员一个扮演驾驶者的角色,进行代码编写,另一个扮演观察员的角色,对代码进行评测。这就使得代码的正确率大大提高,增强代码的质量。第二, 结对编程会使两个人都会发现自己平时没有注意到的地方,相互讨论,可以更快更有效地解决问题和发现自身的不足,从而提高了双方的编码能力。第三,和团队编程相比,结对编程只有两人,想法交流更加迅速,编写速度更快,编程效率更高。

  然而,在面对一些问题时,双方可能有不同的看法,容易产生分歧,造成不必要的时间内耗。如果两名开发人员的能力相差过大,可能造成想法上沟通不畅发生争执,不利于团队和谐,或者造成代码基本都是由一方完成,而另一方就是享受成果的局面。

  在本次编程中开始由于我们两人从未接触过这种编程方式,所以不熟悉各自的职责,导致了一些小的问题,但是经过一段时间的磨合,我们的配合逐渐合拍了起来,渐渐也体会到了结对编程的好处,就是编程完成后两个人就都理解了代码,不会像之前一样只理解自己写的代码,同时也省去了将两个人代码整合的步骤;而且在编程过程中对于一些问题两个人可以得出更好的结论,就直接优化了代码,减少了后续的工作量;两个人一起编程也可以相互监督,减少开小差的几率,提高工作效率。

  以下是我们的优缺点:

  陈琦 吕晓真
优点

注重细节,善于优化程序的代码

规划项目进度,思路清晰

对代码的理解能力强

代码规范,格式简洁,便于阅读

态度积极,不懒散

细心,可以发现程序中隐藏的问题

缺点

耐心欠佳,在解决不了问题时会变得急躁

 算法欠佳,有时会导致代码过长

PSP

PSP2.1

任务内容

计划共完成需要的时间(min)

实际完成需要的时间(min)

Planning

计划

30

60

·        Estimate

·   估计这个任务需要多少时间,并规划大致工作步骤

30

60

Development

开发

1000

3080

·        Analysis

·         需求分析 (包括学习新技术)

60

120

·        Design Spec

·         生成设计文档

30

30

·        Design Review

·         设计复审 (和同事审核设计文档)

30

20

·        Coding Standard

·         代码规范 (为目前的开发制定合适的规范)

10

10

·        Design

·         具体设计

30

40

·        Coding

·         具体编码

720

2500

·        Code Review

·         代码复审

60

210

·        Test

·         测试(自我测试,修改代码,提交修改)

60

150

Reporting

报告

55

100

·         Test Report

·         测试报告

30

60

·         Size Measurement

·         计算工作量

10

20

·         Postmortem & Process Improvement Plan

·         事后总结, 并提出过程改进计划

15

20


后记

  这篇博客我也写了很久,在写博客期间我又从头到尾回顾了我的整个项目,重新捋了一遍我的思路,从PSP上也感触颇多,实际编码的时间总是大大超过预计,自我测试时间也是常常翻倍,这就还需要增强自己的代码能力,而且在开始做之前就先想好比较完善的方案,考虑到比较多的情况,就是说不要小看编码前的设计准备工作,要认真做,这样在自我测试阶段才能不会出现太多需要修改的地方,为整个项目进度提速。

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