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https://issues.apache.org/jira/browse/KAFKA-3705?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15826346#comment-15826346
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Jan Filipiak commented on KAFKA-3705:
-------------------------------------

AFAICS the table will be also filled by a different thread, IMO that makes it 
to hard to reason about the execution. If you look into the Table twice while 
processing a record, it might have different values. :-( GlobalKTable makes me 
sad 

> Support non-key joining in KTable
> ---------------------------------
>
>                 Key: KAFKA-3705
>                 URL: https://issues.apache.org/jira/browse/KAFKA-3705
>             Project: Kafka
>          Issue Type: Bug
>          Components: streams
>            Reporter: Guozhang Wang
>              Labels: api
>
> Today in Kafka Streams DSL, KTable joins are only based on keys. If users 
> want to join a KTable A by key {{a}} with another KTable B by key {{b}} but 
> with a "foreign key" {{a}}, and assuming they are read from two topics which 
> are partitioned on {{a}} and {{b}} respectively, they need to do the 
> following pattern:
> {code}
> tableB' = tableB.groupBy(/* select on field "a" */).agg(...); // now tableB' 
> is partitioned on "a"
> tableA.join(tableB', joiner);
> {code}
> Even if these two tables are read from two topics which are already 
> partitioned on {{a}}, users still need to do the pre-aggregation in order to 
> make the two joining streams to be on the same key. This is a draw-back from 
> programability and we should fix it.



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