HyukjinKwon opened a new pull request #23349: [SPARK-26403][SQL] Support pivoting using array column for `pivot(column)` API URL: https://github.com/apache/spark/pull/23349 ## What changes were proposed in this pull request? This PR fixes `Literal(..: Any)` can accepts `collection.mutable.WrappedArray` in order to `pivot(Column)` can accepts array column as well. We can unwrap the array and use it for type dispatch. ```scala val df = Seq( (2, Seq.empty[String]), (2, Seq("a", "x")), (3, Seq.empty[String]), (3, Seq("a", "x"))).toDF("x", "s") df.groupBy("x").pivot("s").count().show() ``` Before: ``` Unsupported literal type class scala.collection.mutable.WrappedArray$ofRef WrappedArray() java.lang.RuntimeException: Unsupported literal type class scala.collection.mutable.WrappedArray$ofRef WrappedArray() at org.apache.spark.sql.catalyst.expressions.Literal$.apply(literals.scala:80) at org.apache.spark.sql.RelationalGroupedDataset.$anonfun$pivot$2(RelationalGroupedDataset.scala:427) at scala.collection.TraversableLike.$anonfun$map$1(TraversableLike.scala:237) at scala.collection.IndexedSeqOptimized.foreach(IndexedSeqOptimized.scala:36) at scala.collection.IndexedSeqOptimized.foreach$(IndexedSeqOptimized.scala:33) at scala.collection.mutable.WrappedArray.foreach(WrappedArray.scala:39) at scala.collection.TraversableLike.map(TraversableLike.scala:237) at scala.collection.TraversableLike.map$(TraversableLike.scala:230) at scala.collection.AbstractTraversable.map(Traversable.scala:108) at org.apache.spark.sql.RelationalGroupedDataset.pivot(RelationalGroupedDataset.scala:425) at org.apache.spark.sql.RelationalGroupedDataset.pivot(RelationalGroupedDataset.scala:406) at org.apache.spark.sql.RelationalGroupedDataset.pivot(RelationalGroupedDataset.scala:317) at org.apache.spark.sql.DataFramePivotSuite.$anonfun$new$1(DataFramePivotSuite.scala:341) at scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23) ``` After: ``` +---+---+------+ | x| []|[a, x]| +---+---+------+ | 3| 1| 1| | 2| 1| 1| +---+---+------+ ``` ## How was this patch tested? Manually tested and unittests were added.
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