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Posted to dev@lens.apache.org by "Rajat Khandelwal (JIRA)" <ji...@apache.org> on 2017/06/22 11:10:00 UTC

[jira] [Work started] (LENS-1444) Optimize the algorithm of finding all eligible union candidates

     [ https://issues.apache.org/jira/browse/LENS-1444?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Work on LENS-1444 started by Rajat Khandelwal.
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> Optimize the algorithm of finding all eligible union candidates
> ---------------------------------------------------------------
>
>                 Key: LENS-1444
>                 URL: https://issues.apache.org/jira/browse/LENS-1444
>             Project: Apache Lens
>          Issue Type: Task
>          Components: cube
>            Reporter: Rajat Khandelwal
>            Assignee: Rajat Khandelwal
>
> Current algorithm is given {{n}} candidates, first find {{2 ^n^ -1}} union candidates using power set and then among them, remove the ones which don't cover the queried time range(s). 
> Proposed optimization: Pushdown of the prune logic. We'll not create a list of {{2 ^n^ -1}} candidates, we'll check for coverability before adding it as an eligible union candidate. This will bring down the number of {{UnionCandidates}} in the memory and preventing Full-GC. 



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