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https://issues.apache.org/jira/browse/APEXMALHAR-2017?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Pramod Immaneni updated APEXMALHAR-2017:
----------------------------------------
    Assignee: Velineni Lakshmi Prasanna  (was: Pramod Immaneni)

> Use pre checkpoint notification to optimize operator IO
> -------------------------------------------------------
>
>                 Key: APEXMALHAR-2017
>                 URL: https://issues.apache.org/jira/browse/APEXMALHAR-2017
>             Project: Apache Apex Malhar
>          Issue Type: Improvement
>            Reporter: Pramod Immaneni
>            Assignee: Velineni Lakshmi Prasanna
>
> Currently many output operators enforce persistence of data on endWindow by 
> calling flush, hflush or equivalent calls. This was done to help recovery. 
> Doing this always ensures that the data corresponding to checkpoint state at 
> recovery is always present.
> A recent addition to the engine lets the operators know about an impending 
> checkpoint just before it happens using a callback. Operators can now enforce 
> persistence of data one time in this in this callback instead of end of every 
> window. This results in better performance as data is not being frequently 
> written to persistent storage.



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