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https://issues.apache.org/jira/browse/BEAM-6332?focusedWorklogId=180589&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-180589
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ASF GitHub Bot logged work on BEAM-6332:
----------------------------------------
Author: ASF GitHub Bot
Created on: 03/Jan/19 09:40
Start Date: 03/Jan/19 09:40
Worklog Time Spent: 10m
Work Description: VaclavPlajt commented on pull request #7398:
[BEAM-6332] Lazy serialization of aggregation results in Spark runner.
URL: https://github.com/apache/beam/pull/7398
Introducing `SerializableAccumulator` to avoid unnecessary serializations
for each aggregated element. Both Sparks serialization mechanism are supported
(Kryo and Java serialization).
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Post-Commit Tests Status (on master branch)
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Lang | SDK | Apex | Dataflow | Flink | Gearpump | Samza | Spark
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Go | [](https://builds.apache.org/job/beam_PostCommit_Go/lastCompletedBuild/)
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Java | [](https://builds.apache.org/job/beam_PostCommit_Java/lastCompletedBuild/)
| [](https://builds.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Apex/lastCompletedBuild/)
| [](https://builds.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Dataflow/lastCompletedBuild/)
| [](https://builds.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Flink/lastCompletedBuild/)
[](https://builds.apache.org/job/beam_PostCommit_Java_PVR_Flink/lastCompletedBuild/)
| [](https://builds.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Gearpump/lastCompletedBuild/)
| [](https://builds.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Samza/lastCompletedBuild/)
| [](https://builds.apache.org/job/beam_PostCommit_Java_ValidatesRunner_Spark/lastCompletedBuild/)
Python | [](https://builds.apache.org/job/beam_PostCommit_Python_Verify/lastCompletedBuild/)
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</br> [](https://builds.apache.org/job/beam_PostCommit_Py_ValCont/lastCompletedBuild/)
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Issue Time Tracking
-------------------
Worklog Id: (was: 180589)
Time Spent: 10m
Remaining Estimate: 0h
> Avoid unnecessary serialization steps when executing combine transform
> ----------------------------------------------------------------------
>
> Key: BEAM-6332
> URL: https://issues.apache.org/jira/browse/BEAM-6332
> Project: Beam
> Issue Type: Improvement
> Components: runner-spark
> Reporter: Vaclav Plajt
> Assignee: Vaclav Plajt
> Priority: Major
> Time Spent: 10m
> Remaining Estimate: 0h
>
> Combine transformation is translated into Spark's RDD API in
> [GroupCombineFunctions|https://github.com/apache/beam/blob/master/runners/spark/src/main/java/org/apache/beam/runners/spark/translation/GroupCombineFunctions.java]
> `combinePerKey` and `combineGlobally` methods. Both methods use byte arrays
> as intermediate state of aggregation so they can be transferred over network.
> That leads to serialization and de-serialization of intermediate aggregation
> value every time new element is added to aggregation. That is unnecessary and
> should be avoided.
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