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Posted to issues@spark.apache.org by "Matei Zaharia (JIRA)" <ji...@apache.org> on 2014/11/01 06:40:34 UTC

[jira] [Updated] (SPARK-3968) Use parquet-mr filter2 api in spark sql

     [ https://issues.apache.org/jira/browse/SPARK-3968?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Matei Zaharia updated SPARK-3968:
---------------------------------
    Assignee: Yash Datta

> Use parquet-mr filter2 api in spark sql
> ---------------------------------------
>
>                 Key: SPARK-3968
>                 URL: https://issues.apache.org/jira/browse/SPARK-3968
>             Project: Spark
>          Issue Type: Improvement
>          Components: SQL
>    Affects Versions: 1.1.0
>            Reporter: Yash Datta
>            Assignee: Yash Datta
>            Priority: Minor
>             Fix For: 1.2.0
>
>
> The parquet-mr project has introduced a new filter api , along with several fixes (like filtering on optional fields) . It can also eliminate entire RowGroups depending on certain statistics like min/max
> We can leverage that to further improve performance of queries with filters.
> Also filter2 api introduces ability to create custom filters. We can create a custom filter for the optimized In clause (InSet) , so that elimination happens in the ParquetRecordReader itself (will create a separate ticket for that) .
> This fixes the below ticket : 
> https://issues.apache.org/jira/browse/SPARK-1847



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