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https://issues.apache.org/jira/browse/ARROW-12253?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Andy Grove closed ARROW-12253.
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    Resolution: Won't Fix

Moved to https://github.com/apache/arrow-datafusion/issues/63

> [Rust] [Ballista] Implement scalable joins
> ------------------------------------------
>
>                 Key: ARROW-12253
>                 URL: https://issues.apache.org/jira/browse/ARROW-12253
>             Project: Apache Arrow
>          Issue Type: New Feature
>          Components: Rust - Ballista
>            Reporter: Andy Grove
>            Assignee: Andy Grove
>            Priority: Major
>             Fix For: 5.0.0
>
>
> The main issue limiting scalability in Ballista today is that joins are 
> implemented as hash joins where each partition of the probe side causes the 
> entire left side to be loaded into memory.
> To make this scalable we need to hash partition left and right inputs so that 
> we can join the left and right partitions in parallel.
> There is already work underway in DataFusion to implement this that we can 
> leverage.



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