not sure what issue you are facing here, remember that for every record it will create new hashes in redis. based on your logic it has multiple hashes each has text and id field. and incremental number appended in hashes key.
my friend @LorisCro has written nice blog about Getting Started with Redis, Apache Spark and Python :
this should help you.
All the best.