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Added type annotations: I added type annotations to the function signatures to make the inputs and outputs more clear and easy to understand. This helps with code readability and makes it easier for other developers to use the functions.
Added docstrings to the functions: I added docstrings to describe the purpose of the functions, their parameters, and return values. This makes it easier for others to understand what the functions do and how to use them.