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Posted to issues@spark.apache.org by "Jungtaek Lim (Jira)" <ji...@apache.org> on 2022/02/16 09:26:00 UTC
[jira] [Commented] (SPARK-38227) Apply strict nullability of nested column in time window / session window
[ https://issues.apache.org/jira/browse/SPARK-38227?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17493104#comment-17493104 ]
Jungtaek Lim commented on SPARK-38227:
--------------------------------------
Will submit a PR sooner.
> Apply strict nullability of nested column in time window / session window
> -------------------------------------------------------------------------
>
> Key: SPARK-38227
> URL: https://issues.apache.org/jira/browse/SPARK-38227
> Project: Spark
> Issue Type: Bug
> Components: Structured Streaming
> Affects Versions: 3.2.1, 3.3.0
> Reporter: Jungtaek Lim
> Priority: Major
>
> In TimeWindow and SessionWindow, we define dataType of these function expressions as StructType having two nested columns "start" and "end", which is "nullable".
> And we replace these expressions in the analyzer via corresponding rules, TimeWindowing for TimeWindow, and SessionWindowing for SessionWindow.
> The rules replace the function expressions with Alias, referring CreateNamedStruct. For the value side of CreateNamedStruct, we don't specify anything about nullability, which leads to a risk the value side may be interpreted (or optimized) as non-nullable, which would be different Spark would be expected.
> We should make sure the nullability of columns in CreateNamedStruct remains the same with dataType definition on these function expressions.
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