If I&#x27;m reading this correctly, the Kafka topic only had 5 partitions, but they had 10 workers.<p>With the Spark direct stream, kafka partitions are 1:1 with spark partitions, which means at most half of the workers would be doing work without a shuffle.<p>Seems like a pretty basic oversight that should be addressed.