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* **Capital Gains**: If you use UPI to make investments and earn capital gains, these gains are subject to capital gains tax. It's like any other investment income.
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To build robust and maintainable APIs with **FastAPI**, consider these best practices. Structure your project well, using modules and packages to organize your code. This will make your code easier to read, understand, and maintain. Write clear and concise code, following the PEP 8 style guide. Make sure your code is consistent. Use descriptive variable and function names. Write comprehensive tests to ensure the quality and reliability of your code. You can use tools like `pytest` to write and run your tests. Properly document your API. Use docstrings and the built-in documentation features of FastAPI. Use version control (e.g., Git) to manage your code changes. This will allow you to track your changes and collaborate with others. Employ the use of type hints, as they are a core feature of **FastAPI** and improve readability and enable automatic data validation. Use dependency injection to promote code reusability and testability. Make use of asynchronous programming to improve performance and scalability. Continuously monitor your API's performance and health. Regularly review and update your dependencies to keep your application secure. Consider using a CI/CD pipeline to automate the build, test, and deployment of your application.
