Pylint
Chapter 1: Getting Started with Pylint Basics
Learning Objectives:
- Understand the role and core concepts of Pylint
- Master Pylint installation and basic usage
- Understand the importance of code quality checking
- Master basic command-line usage methods
Brief Description: Learn Pylint from scratch, understand the value of static code analysis, and master basic code quality checking methods.
Chapter 2: Message Types and Error Analysis
Learning Objectives:
- Master the five message types of Pylint
- Understand different levels such as errors, warnings, and conventions
- Learn how to interpret Pylint reports
- Master identification and fixing of common issues
Brief Description: Gain in-depth knowledge of Pylint’s message system and learn how to analyze and handle different types of code problems.
Chapter 3: Configuration Files and Custom Rules
Learning Objectives:
- Master the use of .pylintrc configuration files
- Learn how to customize checking rules
- Understand project-level configuration management
- Master methods for enabling and disabling rules
Brief Description: Learn how to customize Pylint behavior through configuration files to adapt to different project code standard requirements.
Chapter 4: Code Style and PEP8 Standards
Learning Objectives:
- Understand the importance of PEP8 coding standards
- Master Pylint’s code style checking
- Learn naming conventions and formatting rules
- Master code structure and organization standards
Brief Description: Dive deep into Python code style standards and use Pylint to ensure code complies with community standards.
Chapter 5: Code Complexity Analysis
Learning Objectives:
- Understand the concept and calculation of cyclomatic complexity
- Master code complexity assessment methods
- Learn how to reduce code complexity
- Master refactoring and optimization techniques
Brief Description: Learn to use Pylint to analyze code complexity, identify and improve complex code structures.
Chapter 6: Import Analysis and Dependency Management
Learning Objectives:
- Master best practices for Python import mechanisms
- Learn detection and resolution of circular import problems
- Understand identification of unused imports
- Master dependency relationship analysis methods
Brief Description: Dive deep into Python module import standards and problems, use Pylint to optimize project dependency structure.
Chapter 7: Class and Object-Oriented Checking
Learning Objectives:
- Master Pylint checks for object-oriented programming
- Learn best practices for class design
- Understand code standards for inheritance and polymorphism
- Master correct usage of special methods
Brief Description: Learn to use Pylint to check object-oriented code and ensure class design follows Python best practices.
Chapter 8: Exception Handling and Security Checking
Learning Objectives:
- Master Pylint checking rules for exception handling
- Learn best practices for secure coding
- Understand identification of potential security risks
- Master code security analysis methods
Brief Description: Learn to use Pylint to check exception handling and security-related issues, improving code robustness and security.
Chapter 9: Integration with IDE and CI/CD
Learning Objectives:
- Master integration of Pylint with mainstream IDEs
- Learn to use Pylint in CI/CD pipelines
- Understand automated code quality checking
- Master code standard management in team collaboration
Brief Description: Learn to integrate Pylint into the development toolchain to achieve automated code quality assurance.
Chapter 10: Plugin Development and Extensions
Learning Objectives:
- Understand Pylint plugin architecture
- Master development of custom checkers
- Learn plugin packaging and distribution
- Master enterprise-level rule customization
Brief Description: Learn how to extend Pylint functionality and develop custom checking rules that meet specific requirements.
Chapter 11: Performance Optimization and Large Project Applications
Learning Objectives:
- Master application of Pylint in large projects
- Learn performance optimization and configuration tuning
- Understand incremental checking and parallel processing
- Master code quality metrics and reporting
Brief Description: Learn to use Pylint efficiently in large projects, optimize checking performance and manage code quality.
Chapter 12: Practical Projects and Best Practices
Learning Objectives:
- Design complete code quality checking solutions
- Implement team-level code standard management
- Master combined use of Pylint with other tools
- Summarize best practices for using Pylint
Brief Description: Through real project cases, comprehensively apply learned knowledge to establish a complete code quality assurance system.