Also, our company has three options for data warehousing solution, snowflake, AWS athena/glue and databrick, based on my test results, i noticed Snowflake and Athena performance improved a lot during past few year, especially Athena, but Databrick without enabling photon, i didn't see much performance improvement, this could really drive us away from databrick option if increasing cost is concern