hi @gmadala - I've worked with historical backfills sent from data lake. Mapping this data to appropriate schema path definitely gives you more flexibility so the data all ties together.
Using the AA source connector might be a quicker start, but AFAIK there's definitely drawbacks for the bigger picture.