Data Engineering, Data Engineer, Programming, Machine Learning, Apache Spark.
Tune Shuffle Settings Shuffle Partitions: Set the number of shuffle divisions (spark.shuffle.partitions) to regulate the level of parallelism during shuffle operations, balancing memory utilization and task concurrency. Reducer Size Limit: Set the maximum size of reduction output in flight