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https://issues.apache.org/jira/browse/SPARK-52229?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Weichen Xu updated SPARK-52229:
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Description:
Improve model size estimation:
For models which contain `modelSummary`, we shouldn't count the `modelSummary`
size when counting model size, because the `modelSummary` contains
`sparkSession` reference and `SizeEstimator` will repeatedly count the same
sparkSession size for different models and cause huge errors.
was:Improve model size estimation
> Improve model size estimation
> -----------------------------
>
> Key: SPARK-52229
> URL: https://issues.apache.org/jira/browse/SPARK-52229
> Project: Spark
> Issue Type: Sub-task
> Components: Connect, ML
> Affects Versions: 4.1.0
> Reporter: Weichen Xu
> Priority: Major
>
> Improve model size estimation:
>
> For models which contain `modelSummary`, we shouldn't count the
> `modelSummary` size when counting model size, because the `modelSummary`
> contains `sparkSession` reference and `SizeEstimator` will repeatedly count
> the same sparkSession size for different models and cause huge errors.
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