tdas commented on a change in pull request #33093:
URL: https://github.com/apache/spark/pull/33093#discussion_r661556881
##########
File path:
sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/FlatMapGroupsWithStateExec.scala
##########
@@ -101,51 +172,48 @@ case class FlatMapGroupsWithStateExec(
case ProcessingTimeTimeout =>
require(batchTimestampMs.nonEmpty)
case EventTimeTimeout =>
- require(eventTimeWatermark.nonEmpty) // watermark value has been
populated
+ require(eventTimeWatermark.nonEmpty) // watermark value has been
populated
require(watermarkExpression.nonEmpty) // input schema has watermark
attribute
case _ =>
}
- child.execute().mapPartitionsWithStateStore[InternalRow](
- getStateInfo,
- groupingAttributes.toStructType,
- stateManager.stateSchema,
- indexOrdinal = None,
- session.sessionState,
- Some(session.streams.stateStoreCoordinator)) { case (store, iter) =>
- val allUpdatesTimeMs = longMetric("allUpdatesTimeMs")
- val commitTimeMs = longMetric("commitTimeMs")
- val updatesStartTimeNs = System.nanoTime
+ if (hasInitialState) {
+ // If the user provided initial state we need to have the initial state
and the
+ // data in the same partition so that we can still have just one commit
at the end.
+ val storeConf = new StateStoreConf(session.sqlContext.sessionState.conf)
+ val hadoopConfBroadcast = sparkContext.broadcast(
+ new
SerializableConfiguration(session.sqlContext.sessionState.newHadoopConf()))
+ child.execute().stateStoreAwareZipPartitions(
+ initialState.execute(),
+ getStateInfo,
+ storeNames = Seq(),
+ session.sqlContext.streams.stateStoreCoordinator) {
+ case (partitionId, childDataIterator, initStateIterator) =>
+ val stateStoreId = StateStoreId(
Review comment:
nit: give a few empty lines here to explain this monolith code.
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