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Posted to issues@drill.apache.org by "Volodymyr Vysotskyi (JIRA)" <ji...@apache.org> on 2018/05/07 07:02:00 UTC
[jira] [Resolved] (DRILL-4184) Drill does not support Parquet
DECIMAL values in variable length BINARY fields
[ https://issues.apache.org/jira/browse/DRILL-4184?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Volodymyr Vysotskyi resolved DRILL-4184.
----------------------------------------
Resolution: Fixed
Fixed in the scope of DRILL-6094
> Drill does not support Parquet DECIMAL values in variable length BINARY fields
> ------------------------------------------------------------------------------
>
> Key: DRILL-4184
> URL: https://issues.apache.org/jira/browse/DRILL-4184
> Project: Apache Drill
> Issue Type: Bug
> Components: Storage - Parquet
> Affects Versions: 1.4.0
> Environment: Windows 7 Professional, Java 1.8.0_66
> Reporter: Dave Oshinsky
> Priority: Major
>
> Encoding a DECIMAL logical type in Parquet using the variable length BINARY primitive type is not supported by Drill as of versions 1.3.0 and 1.4.0. The problem first surfaces with the ClassCastException shown below, but fixing the immediate cause of the exception is not sufficient to support this combination (DECIMAL, BINARY) in a Parquet file.
> In Drill, DECIMAL is currently assumed to be INT32, INT64, INT96, or FIXED_LEN_BINARY_ARRAY. Are there any plans to support DECIMAL with variable length BINARY? Avro definitely supports encoding DECIMAL in variable length bytes (see https://avro.apache.org/docs/current/spec.html#Decimal), but this support in Parquet is less clear.
> Selecting on a BINARY DECIMAL field in a parquet file throws an exception as shown below (java.lang.ClassCastException: org.apache.drill.exec.vector.Decimal28SparseVector cannot be cast to org.apache.drill.exec.vector.VariableWidthVector). The successful query at bottom selected on a string field in the same file.
> 0: jdbc:drill:zk=local> select count(*) from dfs.`c:/dao/DBArchivePredictor/tenrows.parquet` where acct_no=70000020;
> org.apache.drill.common.exceptions.DrillRuntimeException: Error in parquet recor
> d reader.
> Message: Failure in setting up reader
> Parquet Metadata: ParquetMetaData{FileMetaData{schema: message sbi.acct_mstr {
> required binary ACCT_NO (DECIMAL(20,0));
> optional binary SF_NO (UTF8);
> optional binary LF_NO (UTF8);
> optional binary BRANCH_NO (DECIMAL(20,0));
> optional binary INTRO_CUST_NO (DECIMAL(20,0));
> optional binary INTRO_ACCT_NO (DECIMAL(20,0));
> optional binary INTRO_SIGN (UTF8);
> optional binary TYPE (UTF8);
> optional binary OPR_MODE (UTF8);
> optional binary CUR_ACCT_TYPE (UTF8);
> optional binary TITLE (UTF8);
> optional binary CORP_CUST_NO (DECIMAL(20,0));
> optional binary APLNDT (UTF8);
> optional binary OPNDT (UTF8);
> optional binary VERI_EMP_NO (DECIMAL(20,0));
> optional binary VERI_SIGN (UTF8);
> optional binary MANAGER_SIGN (UTF8);
> optional binary CURBAL (DECIMAL(8,2));
> optional binary STATUS (UTF8);
> }
> , metadata: {parquet.avro.schema={"type":"record","name":"acct_mstr","namespace"
> :"sbi","fields":[{"name":"ACCT_NO","type":{"type":"bytes","logicalType":"decimal
> ","precision":20,"scale":0,"cv_auto_incr":false,"cv_case_sensitive":false,"cv_co
> lumn_class":"java.math.BigDecimal","cv_connection":"oracle.jdbc.driver.T4CConnec
> tion","cv_currency":true,"cv_def_writable":false,"cv_nullable":0,"cv_precision":
> 20,"cv_read_only":false,"cv_scale":0,"cv_searchable":true,"cv_signed":true,"cv_s
> ubscript":1,"cv_type":2,"cv_typename":"NUMBER","cv_writable":true}},{"name":"SF_
> NO","type":["null",{"type":"string","cv_auto_incr":false,"cv_case_sensitive":tru
> e,"cv_column_class":"java.lang.String","cv_currency":false,"cv_def_writable":fal
> se,"cv_nullable":1,"cv_precision":10,"cv_read_only":false,"cv_scale":0,"cv_searc
> hable":true,"cv_signed":true,"cv_subscript":2,"cv_type":12,"cv_typename":"VARCHA
> R2","cv_writable":true}]},{"name":"LF_NO","type":["null",{"type":"string","cv_au
> to_incr":false,"cv_case_sensitive":true,"cv_column_class":"java.lang.String","cv
> _currency":false,"cv_def_writable":false,"cv_nullable":1,"cv_precision":10,"cv_r
> ead_only":false,"cv_scale":0,"cv_searchable":true,"cv_signed":true,"cv_subscript
> ":3,"cv_type":12,"cv_typename":"VARCHAR2","cv_writable":true}]},{"name":"BRANCH_
> NO","type":["null",{"type":"bytes","logicalType":"decimal","precision":20,"scale
> ":0,"cv_auto_incr":false,"cv_case_sensitive":false,"cv_column_class":"java.math.
> BigDecimal","cv_currency":true,"cv_def_writable":false,"cv_nullable":1,"cv_preci
> sion":20,"cv_read_only":false,"cv_scale":0,"cv_searchable":true,"cv_signed":true
> ,"cv_subscript":4,"cv_type":2,"cv_typename":"NUMBER","cv_writable":true}]},{"nam
> e":"INTRO_CUST_NO","type":["null",{"type":"bytes","logicalType":"decimal","preci
> sion":20,"scale":0,"cv_auto_incr":false,"cv_case_sensitive":false,"cv_column_cla
> ss":"java.math.BigDecimal","cv_currency":true,"cv_def_writable":false,"cv_nullab
> le":1,"cv_precision":20,"cv_read_only":false,"cv_scale":0,"cv_searchable":true,"
> cv_signed":true,"cv_subscript":5,"cv_type":2,"cv_typename":"NUMBER","cv_writable
> ":true}]},{"name":"INTRO_ACCT_NO","type":["null",{"type":"bytes","logicalType":"
> decimal","precision":20,"scale":0,"cv_auto_incr":false,"cv_case_sensitive":false
> ,"cv_column_class":"java.math.BigDecimal","cv_currency":true,"cv_def_writable":f
> alse,"cv_nullable":1,"cv_precision":20,"cv_read_only":false,"cv_scale":0,"cv_sea
> rchable":true,"cv_signed":true,"cv_subscript":6,"cv_type":2,"cv_typename":"NUMBE
> R","cv_writable":true}]},{"name":"INTRO_SIGN","type":["null",{"type":"string","c
> v_auto_incr":false,"cv_case_sensitive":true,"cv_column_class":"java.lang.String"
> ,"cv_currency":false,"cv_def_writable":false,"cv_nullable":1,"cv_precision":1,"c
> v_read_only":false,"cv_scale":0,"cv_searchable":true,"cv_signed":true,"cv_subscr
> ipt":7,"cv_type":12,"cv_typename":"VARCHAR2","cv_writable":true}]},{"name":"TYPE
> ","type":["null",{"type":"string","cv_auto_incr":false,"cv_case_sensitive":true,
> "cv_column_class":"java.lang.String","cv_currency":false,"cv_def_writable":false
> ,"cv_nullable":1,"cv_precision":2,"cv_read_only":false,"cv_scale":0,"cv_searchab
> le":true,"cv_signed":true,"cv_subscript":8,"cv_type":12,"cv_typename":"VARCHAR2"
> ,"cv_writable":true}]},{"name":"OPR_MODE","type":["null",{"type":"string","cv_au
> to_incr":false,"cv_case_sensitive":true,"cv_column_class":"java.lang.String","cv
> _currency":false,"cv_def_writable":false,"cv_nullable":1,"cv_precision":2,"cv_re
> ad_only":false,"cv_scale":0,"cv_searchable":true,"cv_signed":true,"cv_subscript"
> :9,"cv_type":12,"cv_typename":"VARCHAR2","cv_writable":true}]},{"name":"CUR_ACCT
> _TYPE","type":["null",{"type":"string","cv_auto_incr":false,"cv_case_sensitive":
> true,"cv_column_class":"java.lang.String","cv_currency":false,"cv_def_writable":
> false,"cv_nullable":1,"cv_precision":4,"cv_read_only":false,"cv_scale":0,"cv_sea
> rchable":true,"cv_signed":true,"cv_subscript":10,"cv_type":12,"cv_typename":"VAR
> CHAR2","cv_writable":true}]},{"name":"TITLE","type":["null",{"type":"string","cv
> _auto_incr":false,"cv_case_sensitive":true,"cv_column_class":"java.lang.String",
> "cv_currency":false,"cv_def_writable":false,"cv_nullable":1,"cv_precision":30,"c
> v_read_only":false,"cv_scale":0,"cv_searchable":true,"cv_signed":true,"cv_subscr
> ipt":11,"cv_type":12,"cv_typename":"VARCHAR2","cv_writable":true}]},{"name":"COR
> P_CUST_NO","type":["null",{"type":"bytes","logicalType":"decimal","precision":20
> ,"scale":0,"cv_auto_incr":false,"cv_case_sensitive":false,"cv_column_class":"jav
> a.math.BigDecimal","cv_currency":true,"cv_def_writable":false,"cv_nullable":1,"c
> v_precision":20,"cv_read_only":false,"cv_scale":0,"cv_searchable":true,"cv_signe
> d":true,"cv_subscript":12,"cv_type":2,"cv_typename":"NUMBER","cv_writable":true}
> ]},{"name":"APLNDT","type":["null",{"type":"string","cv_auto_incr":false,"cv_cas
> e_sensitive":false,"cv_column_class":"java.sql.Timestamp","cv_currency":false,"c
> v_def_writable":false,"cv_nullable":1,"cv_precision":0,"cv_read_only":false,"cv_
> scale":0,"cv_searchable":true,"cv_signed":true,"cv_subscript":13,"cv_type":93,"c
> v_typename":"DATE","cv_writable":true}]},{"name":"OPNDT","type":["null",{"type":
> "string","cv_auto_incr":false,"cv_case_sensitive":false,"cv_column_class":"java.
> sql.Timestamp","cv_currency":false,"cv_def_writable":false,"cv_nullable":1,"cv_p
> recision":0,"cv_read_only":false,"cv_scale":0,"cv_searchable":true,"cv_signed":t
> rue,"cv_subscript":14,"cv_type":93,"cv_typename":"DATE","cv_writable":true}]},{"
> name":"VERI_EMP_NO","type":["null",{"type":"bytes","logicalType":"decimal","prec
> ision":20,"scale":0,"cv_auto_incr":false,"cv_case_sensitive":false,"cv_column_cl
> ass":"java.math.BigDecimal","cv_currency":true,"cv_def_writable":false,"cv_nulla
> ble":1,"cv_precision":20,"cv_read_only":false,"cv_scale":0,"cv_searchable":true,
> "cv_signed":true,"cv_subscript":15,"cv_type":2,"cv_typename":"NUMBER","cv_writab
> le":true}]},{"name":"VERI_SIGN","type":["null",{"type":"string","cv_auto_incr":f
> alse,"cv_case_sensitive":true,"cv_column_class":"java.lang.String","cv_currency"
> :false,"cv_def_writable":false,"cv_nullable":1,"cv_precision":1,"cv_read_only":f
> alse,"cv_scale":0,"cv_searchable":true,"cv_signed":true,"cv_subscript":16,"cv_ty
> pe":12,"cv_typename":"VARCHAR2","cv_writable":true}]},{"name":"MANAGER_SIGN","ty
> pe":["null",{"type":"string","cv_auto_incr":false,"cv_case_sensitive":true,"cv_c
> olumn_class":"java.lang.String","cv_currency":false,"cv_def_writable":false,"cv_
> nullable":1,"cv_precision":1,"cv_read_only":false,"cv_scale":0,"cv_searchable":t
> rue,"cv_signed":true,"cv_subscript":17,"cv_type":12,"cv_typename":"VARCHAR2","cv
> _writable":true}]},{"name":"CURBAL","type":["null",{"type":"bytes","logicalType"
> :"decimal","precision":8,"scale":2,"cv_auto_incr":false,"cv_case_sensitive":fals
> e,"cv_column_class":"java.math.BigDecimal","cv_currency":true,"cv_def_writable":
> false,"cv_nullable":1,"cv_precision":8,"cv_read_only":false,"cv_scale":2,"cv_sea
> rchable":true,"cv_signed":true,"cv_subscript":18,"cv_type":2,"cv_typename":"NUMB
> ER","cv_writable":true}]},{"name":"STATUS","type":["null",{"type":"string","cv_a
> uto_incr":false,"cv_case_sensitive":true,"cv_column_class":"java.lang.String","c
> v_currency":false,"cv_def_writable":false,"cv_nullable":1,"cv_precision":1,"cv_r
> ead_only":false,"cv_scale":0,"cv_searchable":true,"cv_signed":true,"cv_subscript
> ":19,"cv_type":12,"cv_typename":"VARCHAR2","cv_writable":true}]}]}}}, blocks: [B
> lockMetaData{10, 1281 [ColumnMetaData{SNAPPY [ACCT_NO] BINARY [BIT_PACKED, PLAI
> N], 4}, ColumnMetaData{SNAPPY [SF_NO] BINARY [RLE, BIT_PACKED, PLAIN_DICTIONARY
> ], 88}, ColumnMetaData{SNAPPY [LF_NO] BINARY [RLE, BIT_PACKED, PLAIN_DICTIONARY
> ], 163}, ColumnMetaData{SNAPPY [BRANCH_NO] BINARY [RLE, BIT_PACKED, PLAIN_DICTI
> ONARY], 241}, ColumnMetaData{SNAPPY [INTRO_CUST_NO] BINARY [RLE, BIT_PACKED, PL
> AIN_DICTIONARY], 298}, ColumnMetaData{SNAPPY [INTRO_ACCT_NO] BINARY [RLE, BIT_P
> ACKED, PLAIN_DICTIONARY], 364}, ColumnMetaData{SNAPPY [INTRO_SIGN] BINARY [RLE,
> BIT_PACKED, PLAIN_DICTIONARY], 421}, ColumnMetaData{SNAPPY [TYPE] BINARY [RLE,
> BIT_PACKED, PLAIN_DICTIONARY], 478}, ColumnMetaData{SNAPPY [OPR_MODE] BINARY [
> RLE, BIT_PACKED, PLAIN_DICTIONARY], 538}, ColumnMetaData{SNAPPY [CUR_ACCT_TYPE]
> BINARY [RLE, BIT_PACKED, PLAIN_DICTIONARY], 598}, ColumnMetaData{SNAPPY [TITLE]
> BINARY [RLE, BIT_PACKED, PLAIN_DICTIONARY], 658}, ColumnMetaData{SNAPPY [CORP_
> CUST_NO] BINARY [RLE, BIT_PACKED, PLAIN_DICTIONARY], 736}, ColumnMetaData{SNAPP
> Y [APLNDT] BINARY [RLE, BIT_PACKED, PLAIN_DICTIONARY], 802}, ColumnMetaData{SNA
> PPY [OPNDT] BINARY [RLE, BIT_PACKED, PLAIN_DICTIONARY], 919}, ColumnMetaData{SN
> APPY [VERI_EMP_NO] BINARY [RLE, BIT_PACKED, PLAIN_DICTIONARY], 1036}, ColumnMet
> aData{SNAPPY [VERI_SIGN] BINARY [RLE, BIT_PACKED, PLAIN_DICTIONARY], 1093}, Col
> umnMetaData{SNAPPY [MANAGER_SIGN] BINARY [RLE, BIT_PACKED, PLAIN_DICTIONARY], 1
> 150}, ColumnMetaData{SNAPPY [CURBAL] BINARY [RLE, BIT_PACKED, PLAIN_DICTIONARY]
> , 1207}, ColumnMetaData{SNAPPY [STATUS] BINARY [RLE, BIT_PACKED, PLAIN_DICTIONA
> RY], 1270}]}]}
> at org.apache.drill.exec.store.parquet.columnreaders.ParquetRecordReader
> .handleAndRaise(ParquetRecordReader.java:346)
> at org.apache.drill.exec.store.parquet.columnreaders.ParquetRecordReader
> .setup(ParquetRecordReader.java:339)
> at org.apache.drill.exec.physical.impl.ScanBatch.<init>(ScanBatch.java:1
> 01)
> at org.apache.drill.exec.store.parquet.ParquetScanBatchCreator.getBatch(
> ParquetScanBatchCreator.java:168)
> at org.apache.drill.exec.store.parquet.ParquetScanBatchCreator.getBatch(
> ParquetScanBatchCreator.java:56)
> at org.apache.drill.exec.physical.impl.ImplCreator.getRecordBatch(ImplCr
> eator.java:151)
> at org.apache.drill.exec.physical.impl.ImplCreator.getChildren(ImplCreat
> or.java:174)
> at org.apache.drill.exec.physical.impl.ImplCreator.getRecordBatch(ImplCr
> eator.java:131)
> at org.apache.drill.exec.physical.impl.ImplCreator.getChildren(ImplCreat
> or.java:174)
> at org.apache.drill.exec.physical.impl.ImplCreator.getRecordBatch(ImplCr
> eator.java:131)
> at org.apache.drill.exec.physical.impl.ImplCreator.getChildren(ImplCreat
> or.java:174)
> at org.apache.drill.exec.physical.impl.ImplCreator.getRecordBatch(ImplCr
> eator.java:131)
> at org.apache.drill.exec.physical.impl.ImplCreator.getChildren(ImplCreat
> or.java:174)
> at org.apache.drill.exec.physical.impl.ImplCreator.getRecordBatch(ImplCr
> eator.java:131)
> at org.apache.drill.exec.physical.impl.ImplCreator.getChildren(ImplCreat
> or.java:174)
> at org.apache.drill.exec.physical.impl.ImplCreator.getRecordBatch(ImplCr
> eator.java:131)
> at org.apache.drill.exec.physical.impl.ImplCreator.getChildren(ImplCreat
> or.java:174)
> at org.apache.drill.exec.physical.impl.ImplCreator.getRootExec(ImplCreat
> or.java:105)
> at org.apache.drill.exec.physical.impl.ImplCreator.getExec(ImplCreator.j
> ava:79)
> at org.apache.drill.exec.work.fragment.FragmentExecutor.run(FragmentExec
> utor.java:230)
> at org.apache.drill.common.SelfCleaningRunnable.run(SelfCleaningRunnable
> .java:38)
> at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.
> java:1142)
> at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor
> .java:617)
> at java.lang.Thread.run(Thread.java:745)
> Caused by: java.lang.ClassCastException: org.apache.drill.exec.vector.Decimal28SparseVector cannot be cast to org.apache.drill.exec.vector.VariableWidthVector
> at org.apache.drill.exec.store.parquet.columnreaders.VarLengthValuesColu
> mn.<init>(VarLengthValuesColumn.java:44)
> at org.apache.drill.exec.store.parquet.columnreaders.VarLengthColumnRead
> ers$Decimal28Column.<init>(VarLengthColumnReaders.java:52)
> at org.apache.drill.exec.store.parquet.columnreaders.ColumnReaderFactory
> .getReader(ColumnReaderFactory.java:178)
> at org.apache.drill.exec.store.parquet.columnreaders.ParquetRecordReader
> .setup(ParquetRecordReader.java:319)
> ... 22 more
> Error: SYSTEM ERROR: ClassCastException: org.apache.drill.exec.vector.Decimal28S
> parseVector cannot be cast to org.apache.drill.exec.vector.VariableWidthVector
> Fragment 0:0
> [Error Id: 22bfa8dd-1129-4300-9449-409e96d6c800 on DaveOshinsky-PC.gp.cv.commvau
> lt.com:31010] (state=,code=0)
> 0: jdbc:drill:zk=local> select count(*) from dfs.`c:/dao/DBArchivePredictor/tenr
> ows.parquet` where opr_mode='JO';
> +---------+
> | EXPR$0 |
> +---------+
> | 10 |
> +---------+
> 1 row selected (0.406 seconds)
> 0: jdbc:drill:zk=local>
> The immediate cause of this exception is that Drill, in org.apache.drill.exec.store.parquet.columnreaders.ParquetRecordReader, assumes that all BINARY values are encoded in VariableWidthVectors. For BINARY DECIMAL, this is not true, as for example Decimal28SparseVector is a FixedWidthVector, not a VariableWidthVector. The assumption that DECIMAL is not encoded in variable length BINARY is found in a number of other places in the Drill code, including:
> org.apache.drill.exec.store.parquet.columnreaders.ColumnReaderFactory only contains logic to handle DECIMAL with INT32, INT64, INT96, or FIXED_LEN_BYTE_ARRAY. BINARY is not supported with DECIMAL.
> org.apache.drill.exec.store.parquet.columnreaders.NullableFixedByteAlignedReaders does not support a nullable reader for BINARY in getNullableColumnReader method.
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