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https://issues.apache.org/jira/browse/SPARK-3968?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Yash Datta updated SPARK-3968:
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Description:
The parquet-mr project has introduced a new filter api , along with several
fixes , like filtering on OPTIONAL columns as well. 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) .
was:
The parquet-mr project has introduced a new filter api , along with several
fixes , like filtering on OPTIONAL columns as well. 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.
Summary: Use parquet-mr filter2 api in spark sql (was: Using
parquet-mr filter2 api in spark sql, add a custom filter for InSet clause)
> 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
> Priority: Minor
> Fix For: 1.1.1
>
>
> The parquet-mr project has introduced a new filter api , along with several
> fixes , like filtering on OPTIONAL columns as well. 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) .
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