sorry for the late reply, yes you must use Avro in order to convert to Parquet since Parquet is column based format you must have a schema to define that structure.
If you follow the tutorail you will see that the schema was created automatically for us :
curl http://localhost:8081/subjects/ratings_avro-value/versions/latest
so you must use schema registry for this.