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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2022/09/06 10:08:44 UTC
[GitHub] [spark] c27kwan opened a new pull request, #37807: [SPARK-40315][SQL] Add hashCode() for Literal of ArrayBasedMapData
c27kwan opened a new pull request, #37807:
URL: https://github.com/apache/spark/pull/37807
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### What changes were proposed in this pull request?
There is no explicit `hashCode()` function override for `ArrayBasedMapData`. As a result, there is a non-deterministic error where the `hashCode()` computed for `Literal`s of `ArrayBasedMapData` can be different for two equal objects (`Literal` of `ArrayBasedMapData` with equal keys and values).
In this PR, we add a `hashCode` function so that it works exactly as we expect.
### Why are the changes needed?
This is a bug fix for a non-deterministic error. It is also more consistent with the rest of Spark if we implement the `hashCode` method instead of relying on defaults.
### Does this PR introduce _any_ user-facing change?
No
### How was this patch tested?
A simple unit test was added.
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[GitHub] [spark] cloud-fan commented on pull request #37807: [SPARK-40315][SQL] Add hashCode() for Literal of ArrayBasedMapData
Posted by GitBox <gi...@apache.org>.
cloud-fan commented on PR #37807:
URL: https://github.com/apache/spark/pull/37807#issuecomment-1238136777
thanks, merging to master/3.3/3.2/3.1!
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[GitHub] [spark] cloud-fan closed pull request #37807: [SPARK-40315][SQL] Add hashCode() for Literal of ArrayBasedMapData
Posted by GitBox <gi...@apache.org>.
cloud-fan closed pull request #37807: [SPARK-40315][SQL] Add hashCode() for Literal of ArrayBasedMapData
URL: https://github.com/apache/spark/pull/37807
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[GitHub] [spark] c27kwan commented on a diff in pull request #37807: [SPARK-40315][SQL] Add hashCode() for Literal of ArrayBasedMapData
Posted by GitBox <gi...@apache.org>.
c27kwan commented on code in PR #37807:
URL: https://github.com/apache/spark/pull/37807#discussion_r963523632
##########
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/literals.scala:
##########
@@ -369,6 +369,9 @@ case class Literal (value: Any, dataType: DataType) extends LeafExpression {
val valueHashCode = value match {
case null => 0
case binary: Array[Byte] => util.Arrays.hashCode(binary)
+ // SPARK-40315: Literals of ArrayBasedMapData should have deterministic hashCode.
+ case arrayBasedMapData: ArrayBasedMapData =>
+ arrayBasedMapData.keyArray.hashCode() * 37 + arrayBasedMapData.valueArray.hashCode()
Review Comment:
This is simply re-adding the old hashCode function that was removed in: https://github.com/apache/spark/pull/13847
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