[
https://issues.apache.org/jira/browse/HIVE-14528?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
KaiXu updated HIVE-14528:
-------------------------
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$VectorizedParquetRecordReader.next(VectorizedParquetInputFormat.java:97)
at
org.apache.hadoop.hive.ql.io.HiveContextAwareRecordReader.doNext(HiveContextAwareRecordReader.java:352)
... 15 more
was:
We use TPCx-BB(BigBench) to evaluate the performance of Hive Parquet
Vectorization in our local cluster(E5-2699 v3, 256G, 72 vcores, 1 master node +
5 worker nodes). During our performance test of enable Parquet Vectorization,
we found that many queries failed with the two errors:
a. Error: java.lang.NullPointerException@ VectorizedParquetInputFormat.java:188
For queries: q02, q03, q04, q06, q08, q11, q14, q15, q18, q19, q21, q23
b. java.io.IOException: java.io.IOException:
java.lang.IllegalArgumentException: 8 > 4@ HiveIOExceptionHandlerChain.java:121
For queries: q07, q09, q13, q17, q24
Error: java.lang.NullPointerException
at
org.apache.hadoop.hive.ql.io.parquet.VectorizedParquetInputFormat$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$2.run(YarnChild.java:163)
at java.security.AccessController.doPrivileged(Native Method)
at javax.security.auth.Subject.doAs(Subject.java:422)
at
org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1628)
at org.apache.hadoop.mapred.YarnChild.main(YarnChild.java:158)
Error: java.io.IOException: java.io.IOException:
java.lang.IllegalArgumentException: 8 > 4
at
org.apache.hadoop.hive.io.HiveIOExceptionHandlerChain.handleRecordReaderNextException(HiveIOExceptionHandlerChain.java:121)
at
org.apache.hadoop.hive.io.HiveIOExceptionHandlerUtil.handleRecordReaderNextException(HiveIOExceptionHandlerUtil.java:77)
at
org.apache.hadoop.hive.shims.HadoopShimsSecure$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$VectorizedParquetRecordReader.next(VectorizedParquetInputFormat.java:97)
at
org.apache.hadoop.hive.ql.io.HiveContextAwareRecordReader.doNext(HiveContextAwareRecordReader.java:352)
... 15 more
> After enabling Hive Parquet Vectorization, many queries in TPCx-BB(BigBench)
> failed with NullPointerException and IllegalArgumentException
> -------------------------------------------------------------------------------------------------------------------------------------------
>
> Key: HIVE-14528
> URL: https://issues.apache.org/jira/browse/HIVE-14528
> Project: Hive
> Issue Type: Bug
> Components: API, File Formats
> Affects Versions: 2.1.0
> Environment: Apache Hadoop2.6.0
> Apache Hive2.1.0
> JDK1.8.0_73
> TPCx-BB 1.0.1
> Reporter: KaiXu
>
> We use TPCx-BB(BigBench) to evaluate the performance of Hive Parquet
> Vectorization in our local cluster(E5-2699 v3, 256G, 72 vcores, 1 master node
> + 5 worker nodes). During our performance test of enable Parquet
> Vectorization, we found that many queries failed with the two errors:
> a. Error: java.lang.NullPointerException@
> VectorizedParquetInputFormat.java:188
> For queries: q02, q03, q04, q06, q08, q11, q14, q15, q18, q19, q21, q23
> b. java.io.IOException: java.io.IOException:
> java.lang.IllegalArgumentException: 8 > 4@
> HiveIOExceptionHandlerChain.java:121
> For queries: q07, q09, q13, q17, q24
> a:
> Error: java.lang.NullPointerException
> at
> org.apache.hadoop.hive.ql.io.parquet.VectorizedParquetInputFormat$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
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