[HIVE-14528] After enabling Hive Parquet Vectorization, many queries in TPCx-BB(BigBench) failed with NullPointerException and IllegalArgumentException

• Type: Bug
• Status: Resolved
• Priority: Major
• Resolution: Later
• Affects Version/s: 2.2.0
• Component/s: API, File Formats

Environment

Apache Hadoop2.6.0
Apache Hive2.2.0
JDK1.8.0_73
TPCx-BB 1.0.1

• Assignee: Unassigned
• Reporter: KaiXu
• Created: 12/Aug/16 05:47
• Updated: 18/Aug/16 04:48
• Resolved: 18/Aug/16 04:48

Description

We use TPCx-BB(BigBench) to evaluate the performance of Hive Parquet Vectorization in our local cluster(E5-2699 v3, 256G, 72 vcores, 1 master node + 5 worker nodes). During our performance test of enable Parquet Vectorization, we found that many queries failed with the two errors:
a. Error: java.lang.NullPointerException@ VectorizedParquetInputFormat.java:188
For queries: q02, q03, q04, q06, q08, q11, q14, q15, q18, q19, q21, q23
b. java.io.IOException: java.io.IOException: java.lang.IllegalArgumentException: 8 > 4@ HiveIOExceptionHandlerChain.java:121
For queries: q07, q09, q13, q17, q24
a:
Error: java.lang.NullPointerException
at org.apache.hadoop.hive.ql.io.parquet.VectorizedParquetInputFormat$VectorizedParquetRecordReader.close(VectorizedParquetInputFormat.java:188)
at org.apache.hadoop.hive.ql.io.CombineHiveRecordReader.doClose(CombineHiveRecordReader.java:74)
at org.apache.hadoop.hive.ql.io.HiveContextAwareRecordReader.close(HiveContextAwareRecordReader.java:106)
at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileRecordReader.close(HadoopShimsSecure.java:172)
at org.apache.hadoop.mapred.MapTask$TrackedRecordReader.close(MapTask.java:210)
at org.apache.hadoop.mapred.MapTask.closeQuietly(MapTask.java:1972)
at org.apache.hadoop.mapred.MapTask.runOldMapper(MapTask.java:465)
at org.apache.hadoop.mapred.MapTask.run(MapTask.java:343)
at org.apache.hadoop.mapred.YarnChild$2.run(YarnChild.java:163)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.Subject.doAs(Subject.java:422)
at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1628)
at org.apache.hadoop.mapred.YarnChild.main(YarnChild.java:158)

b:
Error: java.io.IOException: java.io.IOException: java.lang.IllegalArgumentException: 8 > 4
at org.apache.hadoop.hive.io.HiveIOExceptionHandlerChain.handleRecordReaderNextException(HiveIOExceptionHandlerChain.java:121)
at org.apache.hadoop.hive.io.HiveIOExceptionHandlerUtil.handleRecordReaderNextException(HiveIOExceptionHandlerUtil.java:77)
at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileRecordReader.doNextWithExceptionHandler(HadoopShimsSecure.java:230)
at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileRecordReader.next(HadoopShimsSecure.java:140)
at org.apache.hadoop.mapred.MapTask$TrackedRecordReader.moveToNext(MapTask.java:199)
at org.apache.hadoop.mapred.MapTask$TrackedRecordReader.next(MapTask.java:185)
at org.apache.hadoop.mapred.MapRunner.run(MapRunner.java:52)
at org.apache.hadoop.mapred.MapTask.runOldMapper(MapTask.java:450)
at org.apache.hadoop.mapred.MapTask.run(MapTask.java:343)
at org.apache.hadoop.mapred.YarnChild$2.run(YarnChild.java:163)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.Subject.doAs(Subject.java:422)
at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1628)
at org.apache.hadoop.mapred.YarnChild.main(YarnChild.java:158)
Caused by: java.io.IOException: java.lang.IllegalArgumentException: 8 > 4
at org.apache.hadoop.hive.io.HiveIOExceptionHandlerChain.handleRecordReaderNextException(HiveIOExceptionHandlerChain.java:121)
at org.apache.hadoop.hive.io.HiveIOExceptionHandlerUtil.handleRecordReaderNextException(HiveIOExceptionHandlerUtil.java:77)
at org.apache.hadoop.hive.ql.io.HiveContextAwareRecordReader.doNext(HiveContextAwareRecordReader.java:357)
at org.apache.hadoop.hive.ql.io.CombineHiveRecordReader.doNext(CombineHiveRecordReader.java:106)
at org.apache.hadoop.hive.ql.io.CombineHiveRecordReader.doNext(CombineHiveRecordReader.java:42)
at org.apache.hadoop.hive.ql.io.HiveContextAwareRecordReader.next(HiveContextAwareRecordReader.java:118)
at org.apache.hadoop.hive.shims.HadoopShimsSecure$CombineFileRecordReader.doNextWithExceptionHandler(HadoopShimsSecure.java:228)
... 11 more
Caused by: java.lang.IllegalArgumentException: 8 > 4
at java.util.Arrays.copyOfRange(Arrays.java:3519)
at org.apache.hadoop.hive.ql.io.parquet.VectorizedParquetInputFormat$VectorizedParquetRecordReader.assignVector(VectorizedParquetInputFormat.java:313)
at org.apache.hadoop.hive.ql.io.parquet.VectorizedParquetInputFormat$VectorizedParquetRecordReader.next(VectorizedParquetInputFormat.java:235)
at org.apache.hadoop.hive.ql.io.parquet.VectorizedParquetInputFormat$VectorizedParquetRecordReader.next(VectorizedParquetInputFormat.java:97)
at org.apache.hadoop.hive.ql.io.HiveContextAwareRecordReader.doNext(HiveContextAwareRecordReader.java:352)
... 15 more