If you still want to go with the above approach and don't want to provide schema manually, then you can fetch a tiny batch with 1 record and build the schema into a variable using a .schema option. Once done, you can add a new Body column by providing the schema in the previous variable using the same way from_json. Now since this will be in json format, you can anyways use explode function and do stuff.