How to debug java program in Eclipse
Debugging is a must have skill for any java developer. Having ability to debug java program enables to find you any subtle bug which is not visible during code review or comes when a particular condition offer, This becomes even more important if you are working in high frequency trading or electronic trading system project where time to fix a bug is very less and bug usually comes on production environment and doesn't appear in your Windows XP machine. in my experience debugging java application also helps you understand flow of java program. In this java tutorial we will see how to debug a java program, setting up remote debugging in java and some java debugging tips on Eclipse and Netbeans IDE. It’s also good to know various java debug tool available and how java debugger or jdb works but it’s not mandatory for doing debugging in Java. To start java debugging you just needs your project to be configured in a modern IDE like eclipse and Netbeans and you are ready to debug java program.
Java debugging tools
I mostly used Eclipse IDE and Netbeans IDE for java development and these IDE have great support for java debugging. They allow you to set various breakpoints like line breakpoint, conditional breakpoint or exception breakpoint. I prefer Eclipse over netbeans because of its seamless integration with remote debugging because most of the time your application will run on Linux machine and you might not have local version running on your machine, in such scenario remote debugging is extremely useful. You can check how to setup java remote debugging in eclipse for step by step guide on setting remote debugging in eclipses. Apart from Eclipse and Netbeans IDE you can also use Java debugger jdb which is a simple command line based java debugger and based on java platform debugging architecture and can be used to debug java program locally or remotely.Java debug options
If you are not using any IDE for java debugging locally you need to provide java debug option while starting your program. You need to provide java debug option also if you are setting up remote debugging session or using jdb for java debugging. Following are the two java debugging option which needs to be provided to java program:
| Debug Options | Purpose |
| Xdebug | Used to run java program in debug mode |
| Xrunjdwp:transport=dt_socket,server=y,suspend=n | Loads in Process debugging libraries and specifies the kind of connection to be made. |
Suspend=y and n is quite useful for debugging from start or debugging at any point.
Using jdb to debug java application
1) Start your java program with two options provided above for example, below command will start StockTrading java program in debug mode.
% java -Xdebug -Xrunjdwp:transport=dt_socket,address=8000,server=y,suspend=n StockTrading
After starting your java application in debug mode you can attach java debugger "jdb" to the VM with the following command:
% jdb -attach 8000
You can check the jdb manual page for complete detail on how to do java debugging with jdb.
% java -Xdebug -Xrunjdwp:transport=dt_socket,address=8000,server=y,suspend=n StockTrading
After starting your java application in debug mode you can attach java debugger "jdb" to the VM with the following command:
% jdb -attach 8000
You can check the jdb manual page for complete detail on how to do java debugging with jdb.
Java remote debugging with eclipse
This is another cool feature of eclipse which allows you to connect your java application running on remote host and do remote debugging. You just need to start your java application with the java debug option discussed above and then connect your application from eclipse into specified port. You can check below link for step by step guide on java remote debugging with eclipse.
Debugging java application in Eclipse and Netbeans
Debugging java application locally on any IDE like Eclipse or Netbeans it’s very simple, just select the project and click debug or use debug shortcut provided by IDE. You can also debug a single java class with main method. In Eclipse just right click and select "Debug as Java Application".
10 practical Java debugging tips
Now let's see some java debugging tips which I used while doing debugging in Java in eclipse.
1) Use conditional breakpoint
Eclipse allows you to setup conditional break point for debugging java program, which is a breakpoint with condition and your thread will only stop at specified line if condition matches instead of just stopping on that line like in case of line breakpoint. To setup a conditional breakpoint just double click on any line where you want to setup a breakpoint and then right click --> properties and then insert the condition. Now program will only stop when that particular condition is true and program is running on debug mode.
1) Use conditional breakpoint
Eclipse allows you to setup conditional break point for debugging java program, which is a breakpoint with condition and your thread will only stop at specified line if condition matches instead of just stopping on that line like in case of line breakpoint. To setup a conditional breakpoint just double click on any line where you want to setup a breakpoint and then right click --> properties and then insert the condition. Now program will only stop when that particular condition is true and program is running on debug mode.
2) Use Exception breakpoint
How many times you have frustrated with a NullPointerException and you don't know the source from where the exception is coming. Exception breakpoints are just made for such situation. Both Eclipse and Netbeans allows you to setup Exception breakpoint. You can setup Exception breakpoint based on java exception like NullPointerException or ArrayIndexOutOfBoundException. You can setup Exception breakpoint from breakpoint window and your program will stop when you start it on debug mode and exception occurs.
3) Step over, Step Into
These are simply great debugging options available in any Java IDE, extremely useful if you are debugging multi-threaded application and want to navigate step by step.
4) Stopping for a particular Thread
This is my own custom made java debugging tips which I made using conditional breakpoints. since most of my projects are multi-threaded java programs and I want only a particular thread to stop on a particular line, for doing that I setup a conditional breakpoint on that line and put Thread.currentThread().getName().equals("TestingThread") and it works fantastically.
5) Inspect and Watch
These are two menu options which I use to see the value of expression during debugging java program. I just select the statement, right click and inspect and it will show you the value of that statement at debugging time. You can also put watch on that and that condition and its value will appear on watch window.
6) Suspending and resuming thread
You can suspend and resume any thread while debugging java program from debug window. Just right click on any thread and select either suspends or resume. This is also very useful while debugging multi-threading program and simulating race conditions.
7) Using logical structure
Logical structure option is very useful for examining contents inside java collection classes like java hasmap or Java Arraylist during java debugging. Logical view will show the contents like key and value of hashmap instead of showing full details of hashmap which we may not be interested, you can enable and disable logical view from variables window.
8) Step filtering
When we do Step Into on process debugging java program control goes form one class to other and it eventually go to JDK classes like System or String. Some time we just to remain in our application and don't want to navigate into JDK System classes in that case Step filtering is great you can just filter out JDK class from Step into. You can setup step filtering from preferences àJavaàDebugàStep Filtering and enable and disable it from Debug window.
9) Copy Stack
While debugging java program if you want to copy the stack of a thread which hit the breakpoint and suspended you do so by "Copy Stack" option. Just right click on Thread on Debug Window and select "Copy Stack".
10) Last tip is use java debugging as last option and not the first option because it’s very time consuming, especially remote java debugging which takes a lot of time if network latency is very high between local and remote host. Try to identify problem by looking at code it would be very handy and quick.
lastly java debugging is real fun so definitely try it few times to get hold of it and please share some other java debugging tips you use on your daily life.
These are simply great debugging options available in any Java IDE, extremely useful if you are debugging multi-threaded application and want to navigate step by step.
4) Stopping for a particular Thread
This is my own custom made java debugging tips which I made using conditional breakpoints. since most of my projects are multi-threaded java programs and I want only a particular thread to stop on a particular line, for doing that I setup a conditional breakpoint on that line and put Thread.currentThread().getName().equals("TestingThread") and it works fantastically.
5) Inspect and Watch
These are two menu options which I use to see the value of expression during debugging java program. I just select the statement, right click and inspect and it will show you the value of that statement at debugging time. You can also put watch on that and that condition and its value will appear on watch window.
6) Suspending and resuming thread
You can suspend and resume any thread while debugging java program from debug window. Just right click on any thread and select either suspends or resume. This is also very useful while debugging multi-threading program and simulating race conditions.
7) Using logical structure
Logical structure option is very useful for examining contents inside java collection classes like java hasmap or Java Arraylist during java debugging. Logical view will show the contents like key and value of hashmap instead of showing full details of hashmap which we may not be interested, you can enable and disable logical view from variables window.
8) Step filtering
When we do Step Into on process debugging java program control goes form one class to other and it eventually go to JDK classes like System or String. Some time we just to remain in our application and don't want to navigate into JDK System classes in that case Step filtering is great you can just filter out JDK class from Step into. You can setup step filtering from preferences àJavaàDebugàStep Filtering and enable and disable it from Debug window.
9) Copy Stack
While debugging java program if you want to copy the stack of a thread which hit the breakpoint and suspended you do so by "Copy Stack" option. Just right click on Thread on Debug Window and select "Copy Stack".
10) Last tip is use java debugging as last option and not the first option because it’s very time consuming, especially remote java debugging which takes a lot of time if network latency is very high between local and remote host. Try to identify problem by looking at code it would be very handy and quick.
lastly java debugging is real fun so definitely try it few times to get hold of it and please share some other java debugging tips you use on your daily life.
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内容概要：本文详细介绍了一种将麻雀搜索算法（SSA）用于优化支持向量机（SVM）分类的方法，并以红酒数据集为例进行了具体实现。首先介绍了数据预处理步骤，包括从Excel读取数据并进行特征和标签的分离。接着阐述了适应度函数的设计，采用五折交叉验证计算准确率作为评价标准。然后深入探讨了麻雀算法的核心迭代过程，包括参数初始化、种群更新规则以及如何通过指数衰减和随机扰动来提高搜索效率。此外，文中还提到了一些实用技巧，如保存最优参数以避免重复计算、利用混淆矩阵可视化分类结果等。最后给出了完整的代码框架及其在GitHub上的开源地址。 适合人群：具有一定MATLAB编程基础的研究人员和技术爱好者，尤其是对机器学习算法感兴趣的人士。 使用场景及目标：适用于需要解决多分类问题的数据科学家或工程师，旨在提供一种高效且易于使用的SVM参数优化方法，帮助用户获得更高的分类准确性。 其他说明：该方法不仅限于红酒数据集，在其他类似的数据集中同样适用。用户只需确保数据格式正确即可轻松替换数据源。
内容概要：本文详细介绍了如何在MATLAB/Simulink环境中搭建四分之一车被动悬架双质量（二自由度）模型。该模型主要用于研究车辆悬架系统在垂直方向上的动态特性，特别是针对路面不平度引起的车轮和车身振动。文中不仅提供了具体的建模步骤，包括输入模块、模型主体搭建和输出模块的设计，还展示了如何通过仿真分析来评估悬架性能，如乘坐舒适性和轮胎接地性。此外，文章还讨论了一些常见的建模技巧和注意事项，如选择合适的求解器、处理代数环等问题。 适合人群：从事汽车动力学研究的科研人员、高校学生以及对车辆悬架系统感兴趣的工程师。 使用场景及目标：①用于教学目的，帮助学生理解车辆悬架系统的理论知识；②用于科研实验，验证不同的悬架设计方案；③用于工业应用，优化实际车辆的悬架系统设计。 其他说明：本文提供的模型基于MATLAB 2016b及以上版本，确保读者能够顺利重现所有步骤并获得预期结果。同时，文中附带了大量的代码片段和具体的操作指南，便于读者快速上手。
内容概要：本文详细介绍了如何使用COMSOL软件进行光子晶体板谷态特性的建模与仿真。首先，定义了晶格常数和其他关键参数，如六边形蜂窝结构的创建、材料属性的设定以及周期性边界的配置。接下来，重点讲解了网格剖分的方法，强调了自适应网格和边界层细化的重要性。随后，讨论了如何通过参数扫描和频域分析来探索谷态特征，特别是在布里渊区高对称点附近观察到的能量带隙和涡旋结构。最后，提供了关于仿真收敛性和优化技巧的建议，确保结果的可靠性和准确性。 适合人群：从事光子学、电磁学及相关领域的研究人员和技术人员，尤其是对拓扑光子学感兴趣的学者。 使用场景及目标：适用于希望深入了解光子晶体板谷态特性的科研工作者，旨在帮助他们掌握COMSOL的具体应用方法，从而更好地进行相关实验和理论研究。 其他说明：文中不仅提供了详细的代码示例，还穿插了许多形象生动的比喻，使复杂的物理概念变得通俗易懂。同时，强调了仿真过程中需要注意的技术细节，如网格划分、边界条件设置等，有助于避免常见错误并提高仿真的成功率。