Github user rxin commented on a diff in the pull request:

    https://github.com/apache/spark/pull/7434#discussion_r34759923
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregates.scala
 ---
    @@ -20,17 +20,21 @@ package org.apache.spark.sql.catalyst.expressions
     import com.clearspring.analytics.stream.cardinality.HyperLogLog
     
     import org.apache.spark.sql.catalyst.InternalRow
    -import org.apache.spark.sql.catalyst.trees
     import org.apache.spark.sql.catalyst.errors.TreeNodeException
     import org.apache.spark.sql.catalyst.analysis.TypeCheckResult
     import org.apache.spark.sql.catalyst.util.TypeUtils
     import org.apache.spark.sql.types._
     import org.apache.spark.util.collection.OpenHashSet
     
    -abstract class AggregateExpression extends Expression {
    +trait AggregateExpression extends Expression {
    --- End diff --
    
    it'd result in a lot more code changes to get it working. e.g. 
    
    ```scala
    abstract class AggregateFunction
      extends LeafExpression with AggregateExpression with Serializable {
      self: Product =>
    
      /** Base should return the generic aggregate expression that this 
function is computing */
      val base: AggregateExpression
    
      override def nullable: Boolean = base.nullable   <--- this won't work 
anymore
      override def dataType: DataType = base.dataType
    ```


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