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Posted to issues@spark.apache.org by "Apache Spark (JIRA)" <ji...@apache.org> on 2015/07/14 23:15:04 UTC
[jira] [Commented] (SPARK-9043) Serialize key, value and combiner
classes in ShuffleDependency
[ https://issues.apache.org/jira/browse/SPARK-9043?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14627051#comment-14627051 ]
Apache Spark commented on SPARK-9043:
-------------------------------------
User 'massie' has created a pull request for this issue:
https://github.com/apache/spark/pull/7403
> Serialize key, value and combiner classes in ShuffleDependency
> --------------------------------------------------------------
>
> Key: SPARK-9043
> URL: https://issues.apache.org/jira/browse/SPARK-9043
> Project: Spark
> Issue Type: Improvement
> Components: Spark Core
> Reporter: Matt Massie
>
> ShuffleManager implementations are currently not given type information regarding the key, value and combiner classes. Serialization of shuffle objects relies on them being JavaSerializable, with methods defined for reading/writing the object or, alternatively, serialization via Kryo which uses reflection.
> Serialization systems like Avro, Thrift and Protobuf generate classes with zero argument constructors and explicit schema information (e.g. IndexedRecords in Avro have get, put and getSchema methods).
> By serializing the key, value and combiner class names in ShuffleDependency, shuffle implementations will have access to schema information when registerShuffle() is called.
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