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https://issues.apache.org/jira/browse/HUDI-3834?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Alexey Kudinkin updated HUDI-3834:
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Attachment: Screen Shot 2022-04-08 at 8.55.43 AM.png
Screen Shot 2022-04-08 at 9.12.48 AM.png
Screen Shot 2022-04-08 at 12.14.29 PM.png
> Evaluate MT Column Stats Performance
> -------------------------------------
>
> Key: HUDI-3834
> URL: https://issues.apache.org/jira/browse/HUDI-3834
> Project: Apache Hudi
> Issue Type: Bug
> Reporter: Alexey Kudinkin
> Assignee: Alexey Kudinkin
> Priority: Blocker
> Fix For: 0.11.0
>
> Attachments: Screen Shot 2022-04-08 at 12.14.29 PM.png, Screen Shot
> 2022-04-08 at 8.55.43 AM.png, Screen Shot 2022-04-08 at 9.12.48 AM.png
>
>
> h3. *UPDATE*
> --------
> *TL;DR* After identifying the bottlenecks as Avro 1.10 regression in
> generated Builder classes, relying on `SpecificData.getForSchema` call that
> loads corresponding model's class using reflection, we're able to bring down
> in a similar setting the runtime of reading for Column Stats Index from MT
> containing 800k records from *60s* to *3s* (20x)
>
> Follow the comments for updates on that.
> --------
> Previously, while evaluating Data Skipping runtime in EMR setting, it was
> measured that reading of Column Stats Index of about ~800k records takes
> about *60s* (~10ms / record).
>
> Given that the total size of the log-files involved is ~60Mb, seems like
> there are some performance bottlenecks that we should investigate before 0.11
> release
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