[
https://issues.apache.org/jira/browse/BEAM-11629?focusedWorklogId=535153&page=com.atlassian.jira.plugin.system.issuetabpanels:worklog-tabpanel#worklog-535153
]
ASF GitHub Bot logged work on BEAM-11629:
-----------------------------------------
Author: ASF GitHub Bot
Created on: 13/Jan/21 02:19
Start Date: 13/Jan/21 02:19
Worklog Time Spent: 10m
Work Description: dmkozh opened a new pull request #13739:
URL: https://github.com/apache/beam/pull/13739
When the PCollection is using the global window, there is no need to store
the windowing information for every record. This change also makes ib.collect
compatible with non-windowed collected data.
------------------------
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Issue Time Tracking
-------------------
Worklog Id: (was: 535153)
Remaining Estimate: 0h
Time Spent: 10m
> Optimize the cache storage for InteractiveRunner
> ------------------------------------------------
>
> Key: BEAM-11629
> URL: https://issues.apache.org/jira/browse/BEAM-11629
> Project: Beam
> Issue Type: Improvement
> Components: runner-py-interactive
> Reporter: Dmytro Kozhevin
> Priority: P2
> Time Spent: 10m
> Remaining Estimate: 0h
>
> Currently InteractiveRunner wraps every record of the cached PCollection into
> WindowedValue. There is 2 problems about this:
> 1) The windowing information is unnecessary for the batch-mode runs
> (everything is in the same global window).
> 2) Since the cache is stored as text, we pickle the WindowedValue, which adds
> ~500 bytes of data to every record (e.g. a cache of just 1000000 integers
> would take ~500MB instead of ~4MB).
> These issues significantly slow down the interactive runs for data with lots
> of small rows.
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