PyCharm Python Code Debugging Guide: Step-by-Step Tracking, Quick Issue Localization

发布时间: 2024-09-14 21:41:42 阅读量: 39 订阅数: 27
# 1. Overview of PyCharm Python Debugging PyCharm is a powerful Integrated Development Environment (IDE) for Python, offering a comprehensive set of debugging tools that enable developers to easily identify and resolve issues in their code. Debugging is the process of identifying and fixing code defects, which is crucial for ensuring the correctness and reliability of applications. The debugging features of PyCharm include breakpoints, watches, variable inspectors, and debug consoles. With these tools, developers can step through code, inspect variable values, and detect errors during code execution. Moreover, PyCharm offers advanced debugging capabilities such as conditional breakpoints, remote debugging, and integration with unit testing, allowing developers to delve deep into code behavior and tackle complex problems. # 2. PyCharm Debugging Tools and Settings ### 2.1 Breakpoints and Watches Breakpoints are one of the most important tools in a debugger, allowing us to pause execution when the code reaches a specific line. In PyCharm, breakpoints can be set in several ways: - By clicking in the gray area to the left of the line number in the code. - By right-clicking on a line of code and selecting "Toggle Breakpoint." - By using the shortcut keys: Windows/Linux: F8, macOS: Fn+F8. Once a breakpoint is set, PyCharm will pause the execution of the code when it reaches that line. We can use the debug console (introduced in the next section) to inspect variable values, modify the code, and resume execution. Watches are another useful debugging tool that allows us to monitor the values of variables during debugging. To set a watch, right-click on a variable and choose "Add to Watches." The values of watched variables will be displayed in the "Watches" tab of the debug console. ### 2.2 Debugging Configurations and Run Modes PyCharm allows us to configure different debugging scenarios with various debugging configurations. Debugging configurations define how the code is launched, breakpoints, watches, and other debugging options. To create a debugging configuration, go to the "Run" menu and select "Edit Configurations...". In the "Debugger" tab, we can configure the following settings: - **Script path:** The path to the Python script to be debugged. - **Arguments:** Arguments to be passed to the script. - **Working directory:** The working directory where the script is executed. - **Environment variables:** Environment variables to be set. - **Breakpoints:** A list of breakpoints to be set. - **Watches:** A list of variables to be monitored. PyCharm offers several run modes for debugging code: - **Debug:** The most commonly used mode that allows us to pause and inspect variables while the code is executing. - **Run:** Executes the code without pausing. - **Pro*** *** *** *** *** *** *** *** *** *** *** ```python def my_function(a, b): c = a + b return c # Set a breakpoint breakpoint() # Call the function result = my_function(1, 2) ``` When the code execution reaches the breakpoint, PyCharm will pause. We can use the debug console to check variable values: ``` >>> a 1 >>> b 2 >>> c 3 ``` We can modify the value of a variable and continue executing the code: ``` >>> c = 10 >>> continue ``` The code will continue executing, using the new value of c: ``` >>> result 10 ``` # 3. Practical Python Code Debugging ### 3.1 Step-by-Step Debugging and Breakpoint Management Step-by-step debugging is a process of executing code line by line and inspecting its state. It allows developers to view the execution of the code line by line and identify any issues or errors. In PyCharm, the following keyboard shortcuts can be used for step-by-step debugging: - F8: Step over (execute the next line) - F7: Step into (execute the next function call) - F9: Step out (execute until the current function is finished) Breakpoints are markers set in the code that cause the debugger to pause when execution reaches that point. This allows developers to inspect variable values or the flow of execution at specific points. Breakpoints can be set in PyCharm in the following ways: 1. Click the left edge next to the line number in the code. 2. Right-click on a line of code and choose "Toggle Breakpoint." 3. Click the "Add Breakpoint" button in the debug toolbar. Breakpoints can be conditional, triggering only when a specific condition is met. This is particularly useful for debugging complex code or when you want to inspect variable values only under certain conditions. To set a conditional breakpoint, right-click on the breakpoin
corwn 最低0.47元/天 解锁专栏
买1年送1年
点击查看下一篇
profit 百万级 高质量VIP文章无限畅学
profit 千万级 优质资源任意下载
profit C知道 免费提问 ( 生成式Al产品 )

相关推荐

李_涛

知名公司架构师
拥有多年在大型科技公司的工作经验,曾在多个大厂担任技术主管和架构师一职。擅长设计和开发高效稳定的后端系统,熟练掌握多种后端开发语言和框架,包括Java、Python、Spring、Django等。精通关系型数据库和NoSQL数据库的设计和优化,能够有效地处理海量数据和复杂查询。

专栏目录

最低0.47元/天 解锁专栏
买1年送1年
百万级 高质量VIP文章无限畅学
千万级 优质资源任意下载
C知道 免费提问 ( 生成式Al产品 )

最新推荐

模式识别基础揭秘:从理论到应用,全面解读第四版习题!

![模式识别基础揭秘:从理论到应用,全面解读第四版习题!](https://img-blog.csdnimg.cn/b8f27ae796084afe9cd336bd3581688a.png) # 摘要 模式识别作为人工智能领域的重要分支,通过数据预处理、监督学习和无监督学习方法,实现对复杂数据的有效分类与分析。本文首先介绍了模式识别的基础概念与理论框架,随后详述了数据预处理的关键技术,包括数据清洗、标准化、特征提取与选择、数据集划分及交叉验证。接着,深入探讨了监督学习方法,包括传统模型和神经网络技术,并阐述了模型评估与选择的重要性。此外,本文还分析了无监督学习中的聚类算法,并讨论了异常检测与

【Cadence波形故障排除大全】:常见问题快速解决方案及系统性诊断技巧

![【Cadence波形故障排除大全】:常见问题快速解决方案及系统性诊断技巧](https://static.mianbaoban-assets.eet-china.com/xinyu-images/MBXY-CR-f7a5a2de8ff244a3831d29082654b1aa.png) # 摘要 本文旨在深入探讨Cadence波形故障排除的基础知识和应用技巧。首先介绍波形故障的理论基础与识别方法,包括波形故障的分类和诊断理论。随后,探讨波形故障排除工具和技术的实际应用,强调了故障定位、分析和修复的过程。文章还详细阐述了系统性诊断技巧,包括高级波形分析方法和故障修复预防措施。最后,针对Ca

VFP命令快速参考指南:提升开发效率的秘诀

![VFP命令](https://opengraph.githubassets.com/1ec1c2a0000fe0b233f75ab5838f71aa82b15d7a6a77bc8acd7b46d74e952546/geo101/VFP-Samples) # 摘要 Visual FoxPro (VFP) 是一个功能强大的数据库管理系统,提供了丰富的命令集以支持数据操作、查询、文件管理和脚本编程。本文全面概述了VFP的基本命令及其深入应用,包括数据的添加、修改、删除,索引排序,SQL查询构建,文件操作和系统信息获取等。同时,探讨了如何利用高级命令进行自动化表单和报表处理,执行复杂的数据库操作

【SQL优化实战】:5个关键技巧助你查询效率翻倍

![【SQL优化实战】:5个关键技巧助你查询效率翻倍](https://substackcdn.com/image/fetch/w_1200,h_600,c_fill,f_jpg,q_auto:good,fl_progressive:steep,g_auto/https%3A%2F%2Fbucketeer-e05bbc84-baa3-437e-9518-adb32be77984.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0018b6a-0e64-4dc6-a389-0cd77a5fa7b8_1999x1837.png) # 摘要 本文系统地概述了SQL优化的

【KEIL编译优化秘籍】:BLHeil_S项目开发者的终极指南

![【KEIL编译优化秘籍】:BLHeil_S项目开发者的终极指南](https://fastbitlab.com/wp-content/uploads/2022/11/Figure-2-7-1024x472.png) # 摘要 KEIL编译器是广泛用于嵌入式系统开发的工具,它提供了丰富的优化选项以提高代码性能。本文首先介绍了KEIL编译器的基础知识和优化机制的重要性,随后深入探讨了静态分析、性能剖析以及代码结构、内存管理和算法的优化策略。文章进一步通过BLHeil_S项目开发中的优化实践,说明了如何结合项目特点进行性能瓶颈分析和采取有效的优化步骤。除此之外,本文还探索了高级编译器优化技巧,

数据处理高手:CS3000系统数据采集与管理技巧

![数据处理高手:CS3000系统数据采集与管理技巧](https://www.arcs-trade.com/wp-content/uploads/2020/07/CS3000-1-1024x430.png) # 摘要 CS3000系统是一套综合性的数据处理平台,涵盖了数据采集、管理和存储,以及数据分析和应用等多个方面。本文首先介绍了CS3000系统的概况,随后深入探讨了数据采集的原理与技术,包括基础采集方法和高级实时处理技术,并讨论了数据采集工具的实战应用。接着,文章着重分析了数据管理与存储的策略,强调了数据库的集成使用、数据清洗、预处理、以及高效安全的存储解决方案。在数据安全性与合规性章

【企业级部署文档全攻略】:零基础打造高效可靠的IT部署策略(B-7部署流程深度解析)

![【企业级部署文档全攻略】:零基础打造高效可靠的IT部署策略(B-7部署流程深度解析)](https://cpl.thalesgroup.com/sites/default/files/content/SM_pages/entitlement/Business-Entitlement-Products-transp2.png) # 摘要 本文深入探讨了企业级部署文档的重要性及其构成,强调了在部署前进行充分的准备工作,包括需求评估、环境配置、风险管理和备份策略。核心部署流程的详解突出了自动化技术和实时监控的作用,而部署后的测试与验证则着重于功能、性能、安全性和用户反馈。此外,文章还探讨了持续

【UFS版本2.2 vs 前代】:技术飞跃如何带来性能质变

![【UFS版本2.2 vs 前代】:技术飞跃如何带来性能质变](https://mobidevices.com/images/2020/08/UFS-2.2.jpg) # 摘要 UFS(通用闪存存储)技术,作为一种高速非易失性内存标准,广泛应用于现代智能设备中。本文首先概述了UFS技术及其版本迭代,重点分析了UFS 2.2的技术革新,包括性能提升的关键技术、新增的命令与功能、架构优化以及对系统性能的影响。接着,通过智能手机、移动计算设备和大数据存储三个实际应用案例,展示了UFS 2.2如何在不同应用场景下提供性能改善。本文进一步探讨了UFS 2.2的配置、性能调优、故障诊断和维护,最后展望

CPCI规范中文版合规性速查手册:掌握关键合规检查点

![CPCI规范中文版](http://www.pcietech.com/wp-content/uploads/2022/11/word-image-9.png) # 摘要 CPCI(CompactPCI)规范是一种适用于电信和工业控制市场的高性能计算机总线标准。本文首先介绍了CPCI规范的基本概念、合规性的重要性以及核心原则和历史演变。其次,详细阐述了CPCI合规性的主要组成部分,包括硬件、软件兼容性标准和通讯协议标准,并探讨了合规性检查的基础流程。本文还提供了一份CPCI合规性检查实践指南,涵盖了硬件、软件以及通讯和协议合规性检查的具体操作方法。此外,文中综述了目前存在的CPCI合规性检

电池温度安全阈值设置秘籍:如何设定避免灾难性故障

![电池温度安全阈值设置秘籍:如何设定避免灾难性故障](https://manu56.magtech.com.cn/progchem/article/2023/1005-281X/12947/1005-281X-35-4-620/img_13.png) # 摘要 电池温度安全阈值是确保电池系统稳定和安全运行的关键参数。本文综述了电池温度的理论基础,强调了温度阈值设定的科学依据及对安全系数和环境因素的考量。文章详细探讨了温度监测技术的发展,包括传统和智能传感器技术,以及数据采集系统设计和异常检测算法的应用。此外,本文分析了电池管理系统(BMS)在温度控制策略中的作用,介绍了动态调整温度安全阈值

专栏目录

最低0.47元/天 解锁专栏
买1年送1年
百万级 高质量VIP文章无限畅学
千万级 优质资源任意下载
C知道 免费提问 ( 生成式Al产品 )