Provide option to use on-heap buffers for Snappy compression/decompression
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Beschreibung
The current code uses direct off-heap buffers for decompression. If many decompressors are instantiated across multiple threads, and/or the objects being decompressed are large, this can lead to a huge amount of off-heap allocation by the JVM. This can be exacerbated if overall, there is not heap contention, since no GC will be performed to reclaim the space used by these buffers.
It would be nice if there was a flag we cold use to simply allocate on-heap buffers here:
https://github.com/apache/incubator-parquet-mr/blob/master/parquet-hadoop/src/main/java/parquet/hadoop/codec/SnappyDecompressor.java#L28
We ran into an issue today where these buffers totaled a very large amount of storage and caused our Java processes (running within containers) to be terminated by the kernel OOM-killer.
**Reporter**: [Patrick Wendell](https://issues.apache.org/jira/secure/ViewProfile.jspa?name=pwendell)
#### Related issues:
- [Parquet+Snappy can cause significant off-heap memory usage](https://issues.apache.org/jira/browse/SPARK-4073) (breaks)
**Note**: *This issue was originally created as [PARQUET-118](https://issues.apache.org/jira/browse/PARQUET-118). Please see the [migration documentation](https://issues.apache.org/jira/browse/PARQUET-2502) for further details.*
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Rechercherichtung
Beginne mit parquet-hadoop/src/main/java/parquet/hadoop/codec/SnappyDecompressor.java und untersuche, wie Dekompressionspuffer derzeit allokiert werden. Lege fest, wie ein Flag On-Heap-Puffer auswählen soll, und überprüfe anschließend, dass die Snappy-Dekompression weiterhin funktioniert und dass der ausgewählte Modus das gemeldete Wachstum der Off-Heap-Allokation vermeidet.
Vom Indexierungsmodell aus dem Issue-Text verfasst.
Bewertung
- Tech-Stack
- java
- Bereich
- data-engineering
- Issue-Typ
- Feature
- Schwierigkeit
- 3/5
- Geschätzter Aufwand
- 1-2 Tage
- Aktivitätsstatus
- Veraltet
- Klarheit
- Größtenteils klar
- Anfängerfreundlichkeit
- 35/100