[jira] [Assigned] (PARQUET-1641) Parquet pages for different columns cannot be read in parallel

["Nandor Kollar (Jira)" <ji...@apache.org>]

     [ https://issues.apache.org/jira/browse/PARQUET-1641?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Nandor Kollar reassigned PARQUET-1641:
--------------------------------------

    Assignee: Samarth Jain

> Parquet pages for different columns cannot be read in parallel 
> ---------------------------------------------------------------
>
>                 Key: PARQUET-1641
>                 URL: https://issues.apache.org/jira/browse/PARQUET-1641
>             Project: Parquet
>          Issue Type: Improvement
>            Reporter: Samarth Jain
>            Assignee: Samarth Jain
>            Priority: Major
>              Labels: pull-request-available
>
> All ColumnChunkPageReader instances use the same decompressor. 
> [https://github.com/apache/parquet-mr/blob/master/parquet-hadoop/src/main/java/org/apache/parquet/hadoop/ParquetFileReader.java#L1286]
> {code:java}
> BytesInputDecompressor decompressor = options.getCodecFactory().getDecompressor(descriptor.metadata.getCodec());
> return new ColumnChunkPageReader(decompressor, pagesInChunk, dictionaryPage);
> {code}
> The CodecFactory caches the decompressors for every codec type returning the same instance on every getCompressor(codecName) call. See the caching happening here:
> [https://github.com/apache/parquet-mr/blob/master/parquet-hadoop/src/main/java/org/apache/parquet/hadoop/CodecFactory.java#L197]
> {code:java}
> @Override
>  public BytesDecompressor getDecompressor(CompressionCodecName codecName) {
>     BytesDecompressor decomp = decompressors.get(codecName);
>     if (decomp == null){ 
>        decomp = createDecompressor(codecName); decompressors.put(codecName, decomp); 
>     }
>     return decomp;
>  }
>  
> {code}
>  
> If multiple threads try to read the pages belonging to different columns, they run into thread
> safety issues. This issue prevents increasing the throughput at which applications can read parquet data by parallelizing page reads. 



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