Yinsheng Wang created HUDI-8803:
-----------------------------------
Summary: Fix ArrayIndexOutOfBoundsException while vectorized read
with schema evolution
Key: HUDI-8803
URL: https://issues.apache.org/jira/browse/HUDI-8803
Project: Apache Hudi
Issue Type: Bug
Reporter: Yinsheng Wang
While vectorized reading parquet file with schema evolution, occasionally it
will failed with ArrayIndexOutOfBoundsException
{code:java}
// code placeholder
24/11/25 11:53:38 [Executor task launch worker for task 9] ERROR Executor:
Exception in task 0.5 in stage 3.0 (TID 9)
java.lang.ArrayIndexOutOfBoundsException: -1
at
org.apache.spark.sql.execution.vectorized.OnHeapColumnVector.isNullAt(OnHeapColumnVector.java:130)
at
org.apache.spark.sql.execution.vectorized.WritableColumnVector.getUTF8String(WritableColumnVector.java:396)
at
org.apache.spark.sql.vectorized.ColumnarBatchRow.getUTF8String(ColumnarBatch.java:220)
at
org.apache.spark.sql.catalyst.InternalRow.getString(InternalRow.scala:34)
at
org.apache.hudi.RecordMergingFileIterator.hasNextInternal(Iterators.scala:200)
at
org.apache.hudi.RecordMergingFileIterator.doHasNext(Iterators.scala:192)
at
org.apache.hudi.util.CachingIterator.hasNext(CachingIterator.scala:36)
at
org.apache.hudi.util.CachingIterator.hasNext$(CachingIterator.scala:36)
at org.apache.hudi.LogFileIterator.hasNext(Iterators.scala:60)
at scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:458)
at
org.apache.spark.sql.execution.SparkPlan.$anonfun$getByteArrayRdd$1(SparkPlan.scala:355)
at
org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2(RDD.scala:878)
at
org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2$adapted(RDD.scala:878)
at
org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:52)
at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:355)
at org.apache.spark.rdd.RDD.iterator(RDD.scala:319)
at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:90)
at org.apache.spark.scheduler.Task.run(Task.scala:129)
at
org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$3(Executor.scala:478)
at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1480)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:481)
at
java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
at
java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
at java.lang.Thread.run(Thread.java:745)
{code}
The root cause is `Spark3HoodieVectorizedParquetRecordReader` extends
`VectorizedParquetRecordReader`，both of them keep a member variable named
"batchIdx", but Spark3HoodieVectorizedParquetRecordReader never change the
value of "batchIdx" from super, Exception occured when call
`super.getCurrentValue`
{code:java}
// code in Spark3HoodieVectorizedParquetRecordReader
@Override
public Object getCurrentValue() {
if (typeChangeInfos == null || typeChangeInfos.isEmpty()) {
return super.getCurrentValue();
}
if (returnColumnarBatch) {
return columnarBatch == null ? super.getCurrentValue() : columnarBatch;
}
return columnarBatch == null ? super.getCurrentValue() :
columnarBatch.getRow(batchIdx - 1);
}
@Override
public boolean nextKeyValue() throws IOException {
resultBatch();
if (returnColumnarBatch) {
return nextBatch();
}
if (batchIdx >= numBatched) {
if (!nextBatch()) {
return false;
}
}
++batchIdx;
return true;
} {code}
{code:java}
// VectorizedParquetRecordReader
@Override
public boolean nextKeyValue() throws IOException {
resultBatch();
if (returnColumnarBatch) return nextBatch();
if (batchIdx >= numBatched) {
if (!nextBatch()) return false;
}
++batchIdx;
return true;
}
@Override
public Object getCurrentValue() {
if (returnColumnarBatch) return columnarBatch;
return columnarBatch.getRow(batchIdx - 1);
} {code}
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