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From "ASF GitHub Bot (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (FLINK-1927) [Py] Rework operator distribution
Date Wed, 29 Jul 2015 15:10:06 GMT

    [ https://issues.apache.org/jira/browse/FLINK-1927?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14646239#comment-14646239
] 

ASF GitHub Bot commented on FLINK-1927:
---------------------------------------

Github user zentol commented on the pull request:

    https://github.com/apache/flink/pull/931#issuecomment-125983186
  
    Thanks for the review @mxm .
    
    I've addressed the cosmetic issue you mentioned, and added a small fix for a separate
issue as well (error reporting was partially broken).


> [Py] Rework operator distribution
> ---------------------------------
>
>                 Key: FLINK-1927
>                 URL: https://issues.apache.org/jira/browse/FLINK-1927
>             Project: Flink
>          Issue Type: Improvement
>          Components: Python API
>    Affects Versions: 0.9
>            Reporter: Chesnay Schepler
>            Assignee: Chesnay Schepler
>            Priority: Minor
>             Fix For: 0.9
>
>
> Currently, the python operator is created when execution the python plan file, serialized
using dill and saved as a byte[] in the java function. It is then deserialized at runtime
on each node.
> The current implementation is fairly hacky, and imposes certain limitations that make
it hard to work with. Chaining, or generally saving other user-code, always requires a separate
deserialization step after deserializing the operator.
> These issues can be easily circumvented by rebuilding the (python) plan on each node,
instead of serializing the operator. The plan creation is deterministic, and every operator
is uniquely identified by an ID that is already known to the java function.
> This change will allow us to easily support custom serializers.



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