Nice overview. I'd suggest to anyone interested in doing something like this to also consider the much simpler managed approach of using tools like: * Stitch [e

Nice overview. I'd suggest to anyone interested in doing something like this to also consider the much simpler managed approach of using tools like: * Stitch [etl/elt] * Snowflake [data warehouse] * dbt [transformations] I'd recommend taking a look at dbt [1] for a refreshing approach to this domain. The AWS EMR Redshift approach is great if you _know_ you'll need all the configurability, but chances are you won't, and even with that said, the above stack provides it as necessary. [1] https://blog.getdbt.com/analytics-engineering-for-everyone/ https://blog.getdbt.com/analytics-engineering-for-everyone/