您可以使用streamingquerylistener。您可以通过以下方式将侦听器添加到流中

spark.streams.addListener(new StreamingQueryListener() {

  override def onQueryStarted(event: StreamingQueryListener.QueryStartedEvent): Unit = { 

    // insert code here to log the offsets in addition to Spark's checkpoint

  }

  override def onQueryProgress(event: QueryProgressEvent): Unit = {}

  override def onQueryTerminated(event: StreamingQueryListener.QueryTerminatedEvent): Unit = {}
})