medium10 pts · first answer countssparkperformance

What causes a shuffle

In Apache Spark, which operation typically causes a shuffle (moving data across executors)?

A.filter() on a columnB.select() of a few columnsC.groupBy().agg() on a keyD.withColumn() adding a computed column