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https://issues.apache.org/jira/browse/BEAM-2732?focusedWorklogId=118899&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-118899
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ASF GitHub Bot logged work on BEAM-2732:
----------------------------------------

                Author: ASF GitHub Bot
            Created on: 03/Jul/18 23:32
            Start Date: 03/Jul/18 23:32
    Worklog Time Spent: 10m 
      Work Description: pabloem edited a comment on issue #5356: 
[BEAM-2732][BEAM-4028] Logging relies on StateSampler for context
URL: https://github.com/apache/beam/pull/5356#issuecomment-402320036
 
 
   Results of the `map_fn_microbenchmark`. For some (i'd think 
floating-point-related) reason, it gives per-element cost as zero, but if you 
observe row-per-row, the cost with changes is slightly lower than the cost on 
master.
   
   On master:
   ```
        1 element  0.798268 sec
     1001 elements 1.01165 sec
     2001 elements 1.05419 sec
     3001 elements 1.1398 sec
     4001 elements 1.37623 sec
     5001 elements 1.47872 sec
     6001 elements 1.68769 sec
     7001 elements 1.68809 sec
     8001 elements 1.8503 sec
     9001 elements 2.0606 sec
   Fixed cost   0.8104043092640963
   Per-element  0.0
   R^2          0.9845043457059202
   ```
   
   With these changes:
   ```
        1 element  0.796835 sec
     1001 elements 0.952501 sec
     2001 elements 1.01314 sec
     3001 elements 1.17117 sec
     4001 elements 1.31416 sec
     5001 elements 1.3791 sec
     6001 elements 1.54986 sec
     7001 elements 1.68663 sec
     8001 elements 1.71841 sec
     9001 elements 1.93632 sec
   Fixed cost   0.8011857992764676
   Per-element  0.0
   R^2          0.9922532858766798
   
   ```

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Issue Time Tracking
-------------------

    Worklog Id:     (was: 118899)
    Time Spent: 18h  (was: 17h 50m)

> State tracking in Python is inefficient and has duplicated code
> ---------------------------------------------------------------
>
>                 Key: BEAM-2732
>                 URL: https://issues.apache.org/jira/browse/BEAM-2732
>             Project: Beam
>          Issue Type: Bug
>          Components: sdk-py-core
>            Reporter: Pablo Estrada
>            Assignee: Pablo Estrada
>            Priority: Major
>          Time Spent: 18h
>  Remaining Estimate: 0h
>
> e.g logging and metrics keep state separately. State tracking should be 
> unified.



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