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Posted to commits@beam.apache.org by "Luke Cwik (JIRA)" <ji...@apache.org> on 2018/01/22 22:11:00 UTC
[jira] [Resolved] (BEAM-3189) Python Fnapi - SDK harness speedup
[ https://issues.apache.org/jira/browse/BEAM-3189?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Luke Cwik resolved BEAM-3189.
-----------------------------
Resolution: Fixed
Fix Version/s: 2.3.0
> Python Fnapi - SDK harness speedup
> ----------------------------------
>
> Key: BEAM-3189
> URL: https://issues.apache.org/jira/browse/BEAM-3189
> Project: Beam
> Issue Type: Improvement
> Components: sdk-py-harness
> Affects Versions: 2.3.0
> Reporter: Ankur Goenka
> Assignee: Ankur Goenka
> Priority: Minor
> Labels: performance, portability
> Fix For: 2.3.0
>
>
> Beam Python SDK is couple of magnitude slower than Java SDK when it comes to stream processing.
> There are two related issues:
> # Given a single core, currently we are not fully utilizing the core because the single thread spends a lot of time on the IO. This is more of a limitation of our implementation rather than a limitation of Python.
> # Given a machine with multiple cores, single Python process could only utilize one core.
> In this task we will only address 1. 2 will be good for future optimization.
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