[
https://issues.apache.org/jira/browse/SPARK-47927?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Wenchen Fan resolved SPARK-47927.
---------------------------------
Fix Version/s: 3.4.4
3.5.2
4.0.0
Resolution: Fixed
Issue resolved by pull request 46156
[https://github.com/apache/spark/pull/46156]
> Nullability after join not respected in UDF
> -------------------------------------------
>
> Key: SPARK-47927
> URL: https://issues.apache.org/jira/browse/SPARK-47927
> Project: Spark
> Issue Type: Bug
> Components: SQL
> Affects Versions: 4.0.0, 3.5.1, 3.4.3
> Reporter: Emil Ejbyfeldt
> Assignee: Emil Ejbyfeldt
> Priority: Major
> Labels: correctness, pull-request-available
> Fix For: 3.4.4, 3.5.2, 4.0.0
>
>
> {code:java}
> val ds1 = Seq(1).toDS()
> val ds2 = Seq[Int]().toDS()
> val f = udf[(Int, Option[Int]), (Int, Option[Int])](identity)
> ds1.join(ds2, ds1("value") === ds2("value"),
> "outer").select(f(struct(ds1("value"), ds2("value")))).show()
> ds1.join(ds2, ds1("value") === ds2("value"),
> "outer").select(struct(ds1("value"), ds2("value"))).show() {code}
> outputs
> {code:java}
> +---------------------------------------+
> |UDF(struct(value, value, value, value))|
> +---------------------------------------+
> | {1, 0}|
> +---------------------------------------+
> +--------------------+
> |struct(value, value)|
> +--------------------+
> | {1, NULL}|
> +--------------------+ {code}
> So when the result is passed to UDF the null-ability after the the join is
> not respected and we incorrectly end up with a 0 value instead of a null/None
> value.
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