[parquet-java] Intermittent out-of-bounds dictionary ID when reading dictionary-encoded Parquet pages
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Descrizione
### Describe the bug, including details regarding any error messages, version, and platform.
## Description
We intermittently encounter a `ParquetDecodingException` when reading Parquet files written by Apache Hudi with Spark.
The issue cannot be reproduced consistently for every write, but it has occurred repeatedly across different write jobs.
The failures have a similar call chain: while reading a dictionary-encoded data page, parquet-java decodes a dictionary ID that is outside the range of the current dictionary. `PlainValuesDictionary` then attempts to access the dictionary array with that ID and throws an `ArrayIndexOutOfBoundsException`.
In the representative case below, the affected column is:
```text
optional int32 chan_second_cate_cd
```
The dictionary contains 13 entries, so the valid dictionary IDs are `0` through `12`. However, the data page produces dictionary ID `14`, resulting in:
```text
java.lang.ArrayIndexOutOfBoundsException: Index 14 out of bounds for length 13
```
This failure occurs in row group `0`, at column value `292293` out of `478848`, and at value `12293` out of `20000` in the current data page.
The value `14` is an internal Parquet dictionary ID, not the actual value stored in the column.
## Environment
| Component | Version |
| --- | --- |
| Apache Hudi | `0.13.1` |
| Write engine | Apache Spark `3.4` |
| parquet-mr | `1.12.3` |
## Representative Stack Trace
Click to expand
```text
org.apache.parquet.io.ParquetDecodingException: Can not read value at 292293 in block 0 in file
at org.apache.parquet.hadoop.InternalParquetRecordReader.nextKeyValue(InternalParquetRecordReader.java:264)
at org.apache.parquet.hadoop.ParquetRecordReader.nextKeyValue(ParquetRecordReader.java:207)
at org.apache.spark.sql.execution.datasources.RecordReaderIterator.hasNext(RecordReaderIterator.scala:39)
at org.apache.spark.sql.execution.datasources.RecordReaderIterator$$anon$1.hasNext(RecordReaderIterator.scala:61)
at org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1.hasNext(FileScanRDD.scala:125)
at scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)
at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage1.processNext(Unknown Source)
at org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
at org.apache.spark.sql.execution.WholeStageCodegenExec$$anon$1.hasNext(WholeStageCodegenExec.scala:760)
at org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:140)
at org.apache.spark.shuffle.ShuffleWriteProcessor.write(ShuffleWriteProcessor.scala:59)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:101)
at org.apache.spark.scheduler.Task.run(Task.scala:140)
at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:565)
Caused by: org.apache.parquet.io.ParquetDecodingException: Can't read value in column [chan_second_cate_cd] optional int32 chan_second_cate_cd at value 292293 out of 478848, 12293 out of 20000 in currentPage. repetition level: 0, definition level: 1
at org.apache.parquet.column.impl.ColumnReaderBase.readValue(ColumnReaderBase.java:553)
at org.apache.parquet.column.impl.ColumnReaderImpl.readValue(ColumnReaderImpl.java:30)
at org.apache.parquet.column.impl.ColumnReaderBase.writeCurrentValueToConverter(ColumnReaderBase.java:439)
at org.apache.parquet.column.impl.ColumnReaderImpl.writeCurrentValueToConverter(ColumnReaderImpl.java:30)
at org.apache.parquet.io.RecordReaderImplementation.read(RecordReaderImplementation.java:406)
at org.apache.parquet.hadoop.InternalParquetRecordReader.nextKeyValue(InternalParquetRecordReader.java:234)
Caused by: java.lang.ArrayIndexOutOfBoundsException: Index 14 out of bounds for length 13
at org.apache.parquet.column.values.dictionary.PlainValuesDictionary$PlainIntegerDictionary.decodeToInt(PlainValuesDictionary.java:251)
at org.apache.parquet.column.values.dictionary.DictionaryValuesReader.readInteger(DictionaryValuesReader.java:108)
at org.apache.parquet.column.impl.ColumnReaderBase$2$3.read(ColumnReaderBase.java:279)
at org.apache.parquet.column.impl.ColumnReaderBase.readValue(ColumnReaderBase.java:533)
```
### Component(s)
_No response_
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Direzione di ricerca
Inizia con PlainValuesDictionary.decodeToInt, DictionaryValuesReader.readInteger e la catena di chiamate di ColumnReaderBase mostrata nello stack trace. Analizza come vengono prodotti gli ID del dizionario durante la lettura di pagine codificate con dizionario, usando come caso di riferimento il dizionario segnalato con 13 voci e l’ID 14. Il lavoro è completato quando le pagine interessate possono essere lette senza un accesso al dizionario fuori dai limiti e il fallimento intermittente è coperto da un test di regressione.
Scritto dal modello di indicizzazione a partire dal testo della issue.
Valutazione
- Stack tecnologico
- java
- Ambito
- data-engineering
- Tipo di issue
- Bug
- Difficoltà
- 4/5
- Tempo stimato
- 3-5 giorni
- Stato di attività
- Tranquilla
- Chiarezza
- Da chiarire
- Idoneità per principianti
- 42/100