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https://issues.apache.org/jira/browse/SPARK-24130?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Dilip Biswal updated SPARK-24130:
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Comment: was deleted
(was: [~Shurap1] We are currently waiting for feedback from the community on
how to proceed. I think we need a V2 implementation of JDBC datasource before
we can proceed on the pushdown.)
> Data Source V2: Join Push Down
> ------------------------------
>
> Key: SPARK-24130
> URL: https://issues.apache.org/jira/browse/SPARK-24130
> Project: Spark
> Issue Type: Sub-task
> Components: SQL
> Affects Versions: 2.3.0
> Reporter: Jia Li
> Priority: Major
> Attachments: Data Source V2 Join Push Down.pdf
>
>
> Spark applications often directly query external data sources such as
> relational databases, or files. Spark provides Data Sources APIs for
> accessing structured data through Spark SQL. Data Sources APIs in both V1 and
> V2 support optimizations such as Filter push down and Column pruning which
> are subset of the functionality that can be pushed down to some data sources.
> We’re proposing to extend Data Sources APIs with join push down (JPD). Join
> push down significantly improves query performance by reducing the amount of
> data transfer and exploiting the capabilities of the data sources such as
> index access.
> Join push down design document is available
> [here|https://docs.google.com/document/d/1k-kRadTcUbxVfUQwqBbIXs_yPZMxh18-e-cz77O_TaE/edit?usp=sharing].
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