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https://issues.apache.org/jira/browse/BEAM-1177?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15758856#comment-15758856
 ] 

ASF GitHub Bot commented on BEAM-1177:
--------------------------------------

GitHub user amitsela opened a pull request:

    https://github.com/apache/incubator-beam/pull/1654

    [BEAM-1177] Input DStream "bundles" should be in serialized form and 
include relevant metadata.

    Be sure to do all of the following to help us incorporate your contribution
    quickly and easily:
    
     - [ ] Make sure the PR title is formatted like:
       `[BEAM-<Jira issue #>] Description of pull request`
     - [ ] Make sure tests pass via `mvn clean verify`. (Even better, enable
           Travis-CI on your fork and ensure the whole test matrix passes).
     - [ ] Replace `<Jira issue #>` in the title with the actual Jira issue
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     - [ ] If this contribution is large, please file an Apache
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    ---


You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/amitsela/incubator-beam read-unbounded-bytes

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/incubator-beam/pull/1654.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #1654
    
----
commit 975dec257364d68b5ada3bced7f139e88853722a
Author: Sela <[email protected]>
Date:   2016-12-18T12:36:53Z

    SparkUnboundedSource mapWithStateDStream input data shuold be in serialized 
form for shuffle and
    checkpointing.
    Emit read count and watermark per microbatch.

commit 566663bd915b8ccacf18b71da16a0a434013ef41
Author: Sela <[email protected]>
Date:   2016-12-18T13:16:23Z

    Report the input global watermark for batch to the UI.

----


> Input DStream "bundles" should be in serialized form and include relevant 
> metadata.
> -----------------------------------------------------------------------------------
>
>                 Key: BEAM-1177
>                 URL: https://issues.apache.org/jira/browse/BEAM-1177
>             Project: Beam
>          Issue Type: Bug
>          Components: runner-spark
>            Reporter: Amit Sela
>            Assignee: Amit Sela
>
> Currently, the input partitions hold "bundles" of read elements within the 
> {{mapWithStateDStream}} used for the read.
> Since this is automatically shuffled, user-data (the read elements) should be 
> serialized using coders to avoid breaking (if user-data is not {{Kryo}} 
> serializable).
> Even after BEAM-848 would complete, the resulting {{MapWithStateDStream}} 
> would be checkpointed periodically and so it would still have to remain in 
> serialized form.



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