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Labs

Guided: Debugging Java SE Applications

Master essential Java debugging skills through hands-on CLI-based exercises. This lab guides you through diagnosing and fixing runtime errors in broken Java applications using command-line tools. You'll learn to read stack traces, identify common logic errors, and apply systematic debugging techniques without relying on IDE features—building fundamental troubleshooting skills that work in any environment.

Labs

Path Info

Level
Clock icon Beginner
Duration
Clock icon 45m
Last updated
Clock icon Sep 12, 2025

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Table of Contents

  1. Challenge

    Introduction

    Introduction

    Welcome to the Debugging Java SE Applications Code Lab. In this hands-on lab, you'll master essential Java debugging skills using command-line tools. You'll diagnose and fix runtime errors in broken Java applications using jdb (Java Debugger) and stack trace analysis techniques that work in any environment.

    Background

    Globomantics, a rapidly growing software company, has inherited several Java utility applications from a recent acquisition. Unfortunately, these applications contain various bugs that are causing production issues. The development team needs to quickly identify and resolve these problems using only command-line tools, as the original IDE configurations are unavailable.

    As a Java developer on the debugging team, you've been tasked with fixing three critical applications: a Calculator utility, a SearchEngine component, and a DataProcessor service. Your systematic debugging approach will ensure these applications are production-ready and maintainable.

    Familiarizing with the Program Structure

    The debugging environment includes several Java applications with intentional bugs. Each application comes with a test suite that reveals the issues you need to fix. The key files include:

    1. src/main/Calculator.java: A mathematical calculator with arithmetic bugs
    2. src/main/SearchEngine.java: A text search utility with logic errors
    3. src/main/DataProcessor.java: A data processing service with null pointer issues
    4. src/test/: Test files that expose the bugs in each application
    5. debug-runner.sh: Scripts to compile and run applications with debugging enabled

    The applications use standard Java SE 17+ features and can be compiled with javac and run with java. The debugging process uses jdb (Java Debugger) that comes with your JDK installation.

    Important Note: All applications will initially fail their tests due to intentional bugs. This is expected - your job is to systematically identify and fix these issues using debugging techniques. Use jdb commands and stack trace analysis to understand what's happening at runtime.

    As you complete each task, use the provided test runners and validation feedback to verify your fixes. The goal is to make all tests pass while understanding the debugging process thoroughly.

    info > Note: If you get stuck at any point during the lab, there is a solutions folder containing complete solution files for all three applications. You can reference these files to see the correct implementations, but try to work through the debugging process yourself first to maximize your learning experience.

  2. Challenge

    Environment Setup and Stack Trace Analysis

    Introduction to Java Debugging with CLI Tools

    Java provides powerful command-line debugging tools that work regardless of your development environment. The most important tool you'll use is jdb (Java Debugger), which allows you to set breakpoints, step through code, and inspect variables at runtime.

    The essential jdb commands you'll need are:

    • stop at: Set breakpoints at specific line numbers
    • run: Start the program execution
    • step: Execute one line at a time
    • next: Execute the next line (skip over method calls)
    • print: Display variable values
    • locals: Show all local variables

    Understanding stack traces is equally crucial. When Java applications throw exceptions, they provide a detailed trace showing exactly where the error occurred and the sequence of method calls that led to it. Reading these traces systematically helps you pinpoint the root cause of issues.

    Debugging is a systematic process of hypothesis formation and testing. You'll observe symptoms, form theories about causes, test those theories using debugging tools, and iterate until you find the solution.

  3. Challenge

    Hands-on Debugging and First Fixes

    This step introduces you to practical debugging with jdb (Java Debugger) and guides you through fixing your first runtime errors in modern Java applications. You'll learn to set breakpoints in switch expressions, inspect variables at runtime, and apply systematic fixes while beginning to investigate complex logic errors including recursive algorithms and off-by-one errors. ### Understanding Common Java Runtime Errors

    Before diving into debugging, it's important to recognize common runtime error patterns:

    • ArithmeticException: Usually caused by division by zero in integer operations
    • NullPointerException: Accessing methods or fields on null references
    • IndexOutOfBoundsException: Accessing array or list elements with invalid indices (off-by-one errors)
    • StackOverflowError: Often caused by infinite recursion or incorrect base cases

    Each error type has characteristic stack trace patterns. Learning to recognize these patterns helps you quickly identify the category of bug you're dealing with, making the debugging process more efficient. Modern Java features like switch expressions and pattern matching can sometimes obscure error locations, requiring careful trace analysis.

  4. Challenge

    Advanced Debugging and Complex Logic Error Resolution

    Debugging Logic Errors with Systematic Tracing

    Logic errors require a different debugging approach than runtime exceptions. Since the program doesn't crash, you need to trace through the execution to understand why the logic produces wrong results.

    The key techniques are:

    • Setting breakpoints inside loops to see iteration behavior
    • Printing intermediate values to understand data flow
    • Comparing expected vs. actual values at each step
    • Using step-into debugging for recursive calls to understand the call stack
    • Checking boundary conditions carefully (first iteration, last iteration, empty collections)

    When debugging recursive methods, pay special attention to base cases and parameter modifications between recursive calls. Off-by-one errors in recursion can cause missing or extra processing of data.

  5. Challenge

    Comprehensive Testing and Validation

    The final step ensures your debugging fixes are complete and robust across all modern Java features and complex algorithms. You'll validate that all applications work correctly, verify that recursive algorithms handle boundary conditions properly, confirm that switch expressions and pattern matching work as intended, and ensure the entire system functions as intended in a production-ready state.

  6. Challenge

    Conclusion

    Congratulations on completing the Debugging Java SE Applications lab! You've successfully mastered essential debugging skills using command-line tools and systematic problem-solving approaches with modern Java applications.

    What You've Accomplished

    Throughout this lab, you have:

    1. Analyzed Stack Traces: Learned to read and interpret Java exception stack traces to pinpoint error locations in both traditional code and modern Java features.
    2. Used jdb Effectively: Applied breakpoints, variable inspection, and step-by-step execution to understand runtime behavior including recursive call debugging.
    3. Fixed Runtime Errors: Resolved ArithmeticException by implementing proper error handling for edge cases in both traditional methods and switch expressions.
    4. Debugged Logic Errors: Traced through algorithm execution to identify and correct flawed conditional logic and off-by-one errors.
    5. Resolved Null Pointer Issues: Identified and fixed object initialization problems that caused NullPointerExceptions in complex nested scenarios.
    6. Handled Modern Java Features: Successfully debugged issues in switch expressions and pattern matching constructs.
    7. Fixed Recursive Logic: Corrected off-by-one errors in recursive algorithms and improved base case handling.
    8. Debugged Complex Nested Loops: Resolved boundary condition issues in multi-level nested loop structures.
    9. Validated Solutions: Ensured all fixes work correctly without introducing new issues.

    Key Takeaways

    The most important lessons from this lab are:

    • Systematic Approach: Debugging is most effective when you follow a methodical process of observation, hypothesis, and testing.
    • Stack Traces Are Roadmaps: Exception stack traces provide precise information about where and why errors occur, even in modern Java constructs.
    • jdb Is Powerful: Command-line debugging works in any environment and provides deep insight into program execution including recursive calls.
    • Logic Errors Require Patience: Unlike runtime exceptions, logic errors need careful tracing to understand incorrect behavior.
    • Off-by-One Errors Are Subtle: Boundary condition errors in loops and recursion require systematic verification of edge cases.
    • Modern Features Add Complexity: Switch expressions and pattern matching can obscure error locations but follow the same debugging principles.
    • Prevention Through Testing: Good debugging skills help you write better code and comprehensive tests.

    Extending Your Skills

    To continue improving your Java debugging expertise, consider exploring:

    • Debugging multi-threaded applications and race conditions
    • Memory leak detection and analysis with command-line tools
    • Performance debugging using profiling techniques
    • Remote debugging of distributed applications
    • Advanced jdb features like conditional breakpoints and watchpoints
    • Debugging newer Java features like records, sealed classes, and virtual threads

    Remember that debugging is a core skill for any Java developer. The techniques you've learned---from reading stack traces to using jdb systematically with modern Java features---will serve you throughout your career in maintaining and improving Java applications.

Angel Sayani is a Certified Artificial Intelligence Expert®, CEO of IntellChromatics, author of two books in cybersecurity and IT certifications, world record holder, and a well-known cybersecurity and digital forensics expert.

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