refactor: improve readability, error handling, and performance in Dat… #1713
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…aMonitoring class
This refactor enhances the DataMonitoring class by improving type annotations, making the code more readable, and reducing potential type-related errors. Exception handling has been strengthened with more meaningful error messages and better logging, which provides clearer insights during critical operations like version checks and database/schema retrieval.