While querying Cassandra, the use of a non-indexed column (without partition key) in CQL is not recommended due to performance issues, though we can still run the query using ALLOW FILTERING keywords.
On the other hand, when we fetch data from Cassandra using Spark RDD or Data Frame either through Spark SQL or Data Sources API or Spark-Cassandra Connector, does using the same non-indexed column (without partition key) can cause performance issues?