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From Stephan Ewen <se...@apache.org>
Subject Re: Collections within POJOs/tuples
Date Fri, 17 Apr 2015 11:11:47 GMT
Here are some rough cornerpoints for serialization efficiency in Flink:

 - Tuples are a bit more efficient than POJOs, because they do not support
(and encode) possible subclasses and they do not involve and reflection
code at all.

 - Arrays are more efficient than collections (collections go in Scala
through the collection serializer, sometimes through Kryo, arrays are
handles directly)

 - The efficiency of a "Tuple1<Type>" is virtually the same as that of
"Type", since the Tuple is never serialized, it is just in the
TypeInformation metadata and not in the serialized data

 - Arrays or lists as a top level element are good. Don't pout them into a
POJO or a tuple unless you need to add also other fields.


Let us know if you have more questions.

On Fri, Apr 17, 2015 at 8:54 AM, Kruse, Sebastian <Sebastian.Kruse@hpi.de>
wrote:

>  Hello everyone,
>
>  I was just wondering, which class would be most efficient to store
> collections of primitive elements, and which one to store objects, within
> POJOs and tuples from a serialization point of view. And would it make any
> difference if such a collection is not embedded within a POJO/tuple but is
> the "top-level element"?
>
>  Cheers,
> Sebastian
>

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