do we have to specify the schema before we can actually ingest the data to datahub ? i am using the rdbms_etl.py script and am getting serialzation error when trying to publish data using a postgres database

Are you using repo from HEAD? There's a PR that fixes serialization issue for Python 3 that got merged recently: https://github.com/linkedin/datahub/pull/1605