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https://issues.apache.org/jira/browse/BEAM-3645?focusedWorklogId=267864&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-267864
 ]

ASF GitHub Bot logged work on BEAM-3645:
----------------------------------------

                Author: ASF GitHub Bot
            Created on: 26/Jun/19 19:02
            Start Date: 26/Jun/19 19:02
    Worklog Time Spent: 10m 
      Work Description: Hannah-Jiang commented on pull request #8872: 
[BEAM-3645] add ParallelBundleManager
URL: https://github.com/apache/beam/pull/8872#discussion_r297809318
 
 

 ##########
 File path: sdks/python/apache_beam/runners/portability/fn_api_runner.py
 ##########
 @@ -1506,6 +1534,39 @@ def process_bundle(self, inputs, expected_outputs):
     return result, split_results
 
 
+class ParallelBundleManager(BundleManager):
+
+  def process_bundle(self, inputs, expected_outputs, num_workers=None):
 
 Review comment:
   I added it in case we want to change num_workers for a certain bundle only, 
instead of changing at BundleManager level. Do we have a case that process 
multi bundles parallel with different num_workers? I now changed back to 
support only self._num_workers, I would like to grab your advice on if we even 
need to consider such cases.
 
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Issue Time Tracking
-------------------

    Worklog Id:     (was: 267864)
    Time Spent: 13h  (was: 12h 50m)

> Support multi-process execution on the FnApiRunner
> --------------------------------------------------
>
>                 Key: BEAM-3645
>                 URL: https://issues.apache.org/jira/browse/BEAM-3645
>             Project: Beam
>          Issue Type: Improvement
>          Components: sdk-py-core
>    Affects Versions: 2.2.0, 2.3.0
>            Reporter: Charles Chen
>            Assignee: Hannah Jiang
>            Priority: Major
>          Time Spent: 13h
>  Remaining Estimate: 0h
>
> https://issues.apache.org/jira/browse/BEAM-3644 gave us a 15x performance 
> gain over the previous DirectRunner.  We can do even better in multi-core 
> environments by supporting multi-process execution in the FnApiRunner, to 
> scale past Python GIL limitations.



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