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To measure code quality and maintainability, you can consider the following factors:

  1. Code Complexity: Use tools like Cyclomatic Complexity to measure the complexity of the code. Higher complexity may indicate lower maintainability.

  2. Code Duplication: Check for code duplication using tools like PMD or SonarQube. Duplication can lead to inconsistencies and maintenance issues.

  3. Code Coverage: Measure the code coverage with unit tests to ensure that a significant portion of the code is tested properly.

  4. Code Smells: Use tools like Checkstyle or FindBugs to identify common code smells like long methods, excessive parameters, etc.

  5. Static Code Analysis: Perform static code analysis to identify potential issues in the codebase and improve maintainability.

  6. Peer Reviews: Regular peer reviews can help in identifying and fixing issues early, thereby improving code quality.

  7. Continuous Integration: Implement continuous integration to catch issues early and ensure that the codebase remains maintainable.

By considering these factors and using appropriate tools and practices, you can effectively measure and improve code quality and maintainability.

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