Python Refactoring and Code Quality

  1. Module and Package Refactoring
    1. Module Dependency Management
      1. Identifying Circular Dependencies
        1. Dependency Analysis Tools
          1. Import Graph Visualization
          2. Breaking Circular Dependencies
            1. Dependency Injection Techniques
              1. Import Restructuring Strategies
                1. Interface Extraction
                2. Reducing Module Coupling
                  1. Minimizing Inter-Module Dependencies
                    1. Creating Stable Interfaces
                  2. Module Organization
                    1. Splitting Large Modules
                      1. Identifying Logical Module Boundaries
                        1. Maintaining Import Compatibility
                          1. Gradual Module Separation
                          2. Module Responsibility Assignment
                            1. Single Responsibility for Modules
                              1. Clear Module Purposes
                            2. Package Structure Optimization
                              1. Flat vs Nested Package Layouts
                                1. Pros and Cons Analysis
                                  1. Migration Strategies
                                  2. Namespace Package Usage
                                    1. Appropriate Use Cases
                                      1. Implementation Strategies
                                      2. Package Initialization
                                        1. Effective Use of init.py
                                          1. Controlling Package Imports
                                            1. Package-Level Configuration

                                        Previous

                                        5. Object-Oriented Refactoring

                                        Go to top

                                        Next

                                        7. Testing and Refactoring Integration