一.Shuffle的产生 Shuffle Dependency是划分stages的依据,由此判断是ShuffleMapStage或ResultStage,正如下所述 * A Spark job consists of one or more stages. The very last stage in a job consists of multiple * ResultTasks, while earlier stages consist of ShuffleMapTasks. A Resul