You have a complex data pipeline implemented using Snow park Python. The pipeline involves multiple Data Frame transformations, joins, aggregations, and window functions. To enhance the maintainability and readability of the code, you want to modularize the pipeline into reusable functions. You also need to handle potential errors and exceptions gracefully. Consider the following code snippet: