jinchengchenghh opened a new pull request, #6480:
URL: https://github.com/apache/incubator-gluten/pull/6480
To fix this exception.
```
org.apache.gluten.memory.memtarget.ThrowOnOomMemoryTarget$OutOfMemoryException:
Not enough spark off-heap execution memory. Acquired: 40.0 MiB, granted: 8.0
MiB. Try tweaking config option spark.memory.offHeap.size to get larger space
to run this application.
Current config settings:
spark.gluten.memory.offHeap.size.in.bytes=50.0 GiB
spark.gluten.memory.task.offHeap.size.in.bytes=12.5 GiB
spark.gluten.memory.conservative.task.offHeap.size.in.bytes=6.3 GiB
Memory consumer stats:
Task.91404:
Current used bytes: 12.5 GiB, peak bytes: N/A
+-
org.apache.spark.util.collection.unsafe.sort.UnsafeExternalSorter@a7836d4:
Current used bytes: 12.4 GiB, peak bytes: N/A
\- Gluten.Tree.194:
Current used bytes: 56.0 MiB, peak bytes: 11.7 GiB
\- root.194:
Current used bytes: 56.0 MiB, peak bytes: 11.7 GiB
+- WholeStageIterator.194:
Current used bytes: 32.0 MiB, peak bytes: 9.0 GiB
| \- single:
Current used bytes: 23.0 MiB, peak bytes: 9.0 GiB
| +- task.Gluten_Stage_4_TID_91404:
Current used bytes: 23.0 MiB, peak bytes: 9.0 GiB
| | +- node.3:
Current used bytes: 21.0 MiB, peak bytes: 9.0 GiB
| | | +- op.3.1.0.HashBuild:
Current used bytes: 10.8 MiB, peak bytes: 8.5 GiB
| | | \- op.3.0.0.HashProbe:
Current used bytes: 9.2 MiB, peak bytes: 21.6 MiB
| | +- node.5:
Current used bytes: 1024.0 KiB, peak bytes: 2.0 MiB
| | | \- op.5.0.0.FilterProject:
Current used bytes: 129.4 KiB, peak bytes: 1232.0 KiB
| | +- node.2:
Current used bytes: 1024.0 KiB, peak bytes: 1024.0 KiB
| | | \- op.2.1.0.FilterProject:
Current used bytes: 128.4 KiB, peak bytes: 192.4 KiB
| | +- node.1:
Current used bytes: 0.0 B, peak bytes: 0.0 B
| | | \- op.1.1.0.ValueStream:
Current used bytes: 0.0 B, peak bytes: 0.0 B
| | +- node.0:
Current used bytes: 0.0 B, peak bytes: 0.0 B
| | | \- op.0.0.0.ValueStream:
Current used bytes: 0.0 B, peak bytes: 0.0 B
| | \- node.4:
Current used bytes: 0.0 B, peak bytes: 0.0 B
| | \- op.4.0.0.FilterProject:
Current used bytes: 0.0 B, peak bytes: 0.0 B
| \- WholeStageIterator_default_leaf:
Current used bytes: 0.0 B, peak bytes: 0.0 B
+- ArrowContextInstance.0:
Current used bytes: 8.0 MiB, peak bytes: 8.0 MiB
+- ColumnarToRow.2:
Current used bytes: 8.0 MiB, peak bytes: 16.0 MiB
| \- single:
Current used bytes: 6.0 MiB, peak bytes: 9.0 MiB
| \- ColumnarToRow_default_leaf:
Current used bytes: 6.0 MiB, peak bytes: 9.0 MiB
+- ShuffleReader.3:
Current used bytes: 8.0 MiB, peak bytes: 16.0 MiB
| \- single:
Current used bytes: 2.0 MiB, peak bytes: 5.0 MiB
| \- ShuffleReader_default_leaf:
Current used bytes: 1408.0 KiB, peak bytes: 4.1 MiB
+- OverAcquire.DummyTarget.392:
Current used bytes: 0.0 B, peak bytes: 4.8 MiB
+- OverAcquire.DummyTarget.385:
Current used bytes: 0.0 B, peak bytes: 4.8 MiB
+- OverAcquire.DummyTarget.389:
Current used bytes: 0.0 B, peak bytes: 2.7 GiB
\- ArrowContextInstance.6:
Current used bytes: 0.0 B, peak bytes: 0.0 B
at
org.apache.gluten.memory.memtarget.ThrowOnOomMemoryTarget.borrow(ThrowOnOomMemoryTarget.java:90)
at
org.apache.gluten.memory.nmm.ManagedReservationListener.reserve(ManagedReservationListener.java:43)
at
org.apache.gluten.vectorized.ColumnarBatchOutIterator.nativeHasNext(Native
Method)
at
org.apache.gluten.vectorized.ColumnarBatchOutIterator.hasNextInternal(ColumnarBatchOutIterator.java:65)
at
org.apache.gluten.vectorized.GeneralOutIterator.hasNext(GeneralOutIterator.java:37)
at
scala.collection.convert.Wrappers$JIteratorWrapper.hasNext(Wrappers.scala:43)
at
org.apache.gluten.utils.InvocationFlowProtection.hasNext(Iterators.scala:135)
at org.apache.gluten.utils.IteratorCompleter.hasNext(Iterators.scala:69)
at org.apache.gluten.utils.PayloadCloser.hasNext(Iterators.scala:35)
at
org.apache.gluten.utils.PipelineTimeAccumulator.hasNext(Iterators.scala:98)
at
org.apache.gluten.execution.VeloxColumnarToRowExec$$anon$1.hasNext(VeloxColumnarToRowExec.scala:131)
at scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:458)
at
scala.collection.TraversableOnce$FlattenOps$$anon$2.hasNext(TraversableOnce.scala:469)
at
org.apache.gluten.utils.InvocationFlowProtection.hasNext(Iterators.scala:135)
at org.apache.gluten.utils.IteratorCompleter.hasNext(Iterators.scala:69)
at scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:458)
at
org.apache.spark.sql.execution.UnsafeExternalRowSorter.sort(UnsafeExternalRowSorter.java:225)
at
org.apache.spark.sql.execution.SortExec.$anonfun$doExecute$1(SortExec.scala:119)
at
org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2(RDD.scala:984)
at
org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2$adapted(RDD.scala:984)
at
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:52)
at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:374)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:338)
at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:90)
at org.apache.spark.scheduler.Task.run(Task.scala:131)
at
org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$3(Executor.scala:506)
at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1470)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:509)
at
java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at
java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:750)
```
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