This is definitely a valid approach and it is an expensive path. Athena charges a hefty amount per query if you have a large dataset. In addition, this approach

This is definitely a valid approach and it is an expensive path. Athena charges a hefty amount per query if you have a large dataset. In addition, this approach won't work if your data is serialized with something like protobuf.