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https://issues.apache.org/jira/browse/DRILL-5430?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Khurram Faraaz updated DRILL-5430:
----------------------------------
Attachment: frmPandas_9.parquet
> select on fastparquet created parquet file results in IOB Exception
> -------------------------------------------------------------------
>
> Key: DRILL-5430
> URL: https://issues.apache.org/jira/browse/DRILL-5430
> Project: Apache Drill
> Issue Type: Bug
> Components: Storage - Parquet
> Affects Versions: 1.11.0
> Reporter: Khurram Faraaz
> Attachments: frmPandas_9.parquet
>
>
> Select on a parquet file created using python's fastparquet results in IOB
> Exception.
> Parquet file was created using fastparquet (python implementation of parquet
> format)
> Parquet schema information for parquet file used in test.
> {noformat}
> [root@centos-12q parquet-tools]# ./parquet-schema frmPandas_9.parquet
> message schema {
> required int32 c_int8_signed (INT_8);
> required int32 c_uint8 (UINT_8);
> }
> {noformat}
> Apache Drill 1.11.0
> git.commit.id.abbrev=06e1522
> Select on the parquet results in DATA_READ error, stack trace shows an
> IndexOutOfBoundsException
> {noformat}
> 0: jdbc:drill:schema=dfs.tmp> select * from `frmPandas_9.parquet`;
> Error: DATA_READ ERROR: Error reading from Parquet file
> File: /tmp/frmPandas_9.parquet
> Column: c_int8_signed
> Row Group Start: 4
> Fragment 0:0
> [Error Id: 32b4d0ec-4198-4b38-bdd7-a27c881072e6 on centos-01.qa.lab:31010]
> (state=,code=0)
> {noformat}
> Stack trace from drillbit.log
> {noformat}
> 2017-04-12 04:23:55,214 [27125424-657c-7f8f-c27b-4d1516e4bb97:frag:0:0] INFO
> o.a.d.e.s.p.c.ColumnReader - User Error Occurred: Error reading from Parquet
> file (srcIndex: 0)
> org.apache.drill.common.exceptions.UserException: DATA_READ ERROR: Error
> reading from Parquet file
> File: /tmp/frmPandas_9.parquet
> Column: c_int8_signed
> Row Group Start: 4
> [Error Id: 32b4d0ec-4198-4b38-bdd7-a27c881072e6 ]
> at
> org.apache.drill.common.exceptions.UserException$Builder.build(UserException.java:544)
> ~[drill-common-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.store.parquet.columnreaders.ColumnReader.readValues(ColumnReader.java:151)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.store.parquet.columnreaders.ColumnReader.processPageData(ColumnReader.java:199)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.store.parquet.columnreaders.ColumnReader.determineSize(ColumnReader.java:179)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.store.parquet.columnreaders.ColumnReader.processPages(ColumnReader.java:129)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.store.parquet.columnreaders.ParquetRecordReader.readAllFixedFieldsSerial(ParquetRecordReader.java:512)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.store.parquet.columnreaders.ParquetRecordReader.readAllFixedFields(ParquetRecordReader.java:505)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.store.parquet.columnreaders.ParquetRecordReader.next(ParquetRecordReader.java:590)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.physical.impl.ScanBatch.next(ScanBatch.java:179)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.record.AbstractRecordBatch.next(AbstractRecordBatch.java:119)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.record.AbstractRecordBatch.next(AbstractRecordBatch.java:109)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.record.AbstractSingleRecordBatch.innerNext(AbstractSingleRecordBatch.java:51)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.physical.impl.project.ProjectRecordBatch.innerNext(ProjectRecordBatch.java:135)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.record.AbstractRecordBatch.next(AbstractRecordBatch.java:162)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.physical.impl.BaseRootExec.next(BaseRootExec.java:104)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.physical.impl.ScreenCreator$ScreenRoot.innerNext(ScreenCreator.java:81)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.physical.impl.BaseRootExec.next(BaseRootExec.java:94)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.work.fragment.FragmentExecutor$1.run(FragmentExecutor.java:232)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.work.fragment.FragmentExecutor$1.run(FragmentExecutor.java:226)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at java.security.AccessController.doPrivileged(Native Method)
> [na:1.8.0_91]
> at javax.security.auth.Subject.doAs(Subject.java:422) [na:1.8.0_91]
> at
> org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1595)
> [hadoop-common-2.7.0-mapr-1607.jar:na]
> at
> org.apache.drill.exec.work.fragment.FragmentExecutor.run(FragmentExecutor.java:226)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.common.SelfCleaningRunnable.run(SelfCleaningRunnable.java:38)
> [drill-common-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
> [na:1.8.0_91]
> at
> java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
> [na:1.8.0_91]
> at java.lang.Thread.run(Thread.java:745) [na:1.8.0_91]
> Caused by: java.lang.IndexOutOfBoundsException: srcIndex: 0
> at
> io.netty.buffer.PooledUnsafeDirectByteBuf.setBytes(PooledUnsafeDirectByteBuf.java:255)
> ~[netty-buffer-4.0.27.Final.jar:4.0.27.Final]
> at io.netty.buffer.WrappedByteBuf.setBytes(WrappedByteBuf.java:378)
> ~[netty-buffer-4.0.27.Final.jar:4.0.27.Final]
> at
> io.netty.buffer.UnsafeDirectLittleEndian.setBytes(UnsafeDirectLittleEndian.java:30)
> ~[drill-memory-base-1.11.0-SNAPSHOT.jar:4.0.27.Final]
> at io.netty.buffer.DrillBuf.setBytes(DrillBuf.java:728)
> ~[drill-memory-base-1.11.0-SNAPSHOT.jar:4.0.27.Final]
> at
> io.netty.buffer.AbstractByteBuf.writeBytes(AbstractByteBuf.java:850)
> ~[netty-buffer-4.0.27.Final.jar:4.0.27.Final]
> at
> org.apache.drill.exec.store.parquet.columnreaders.FixedByteAlignedReader.writeData(FixedByteAlignedReader.java:67)
> ~[drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.store.parquet.columnreaders.FixedByteAlignedReader.readField(FixedByteAlignedReader.java:63)
> ~[drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> at
> org.apache.drill.exec.store.parquet.columnreaders.ColumnReader.readValues(ColumnReader.java:145)
> [drill-java-exec-1.11.0-SNAPSHOT.jar:1.11.0-SNAPSHOT]
> ... 25 common frames omitted
> {noformat}
> Python script that creates the parquet file.
> {noformat}
> import fastparquet
> import pandas as pd
> import numpy as np
> N=1000
> columns_data=['c_int8_signed', 'c_uint8']
> df = pd.DataFrame({'c_uint8':np.random.randint(0, 255, size=N)
> ,'c_int8_signed':np.random.randint(-128, 127, size=N)},columns=columns_data)
> df = df.astype(dtype={"c_int8_signed":"int8", "c_uint8":"uint8"})
> fastparquet.write('frmPandas_9.parquet', df, compression='GZIP')
> {noformat}
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