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

    https://github.com/apache/spark/pull/9556#discussion_r44361188
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/expressions/WindowSpec.scala ---
    @@ -141,40 +141,56 @@ class WindowSpec private[sql](
        */
       private[sql] def withAggregate(aggregate: Column): Column = {
         val windowExpr = aggregate.expr match {
    -      case Average(child) => WindowExpression(
    -        UnresolvedWindowFunction("avg", child :: Nil),
    -        WindowSpecDefinition(partitionSpec, orderSpec, frame))
    -      case Sum(child) => WindowExpression(
    -        UnresolvedWindowFunction("sum", child :: Nil),
    -        WindowSpecDefinition(partitionSpec, orderSpec, frame))
    -      case Count(child) => WindowExpression(
    -        UnresolvedWindowFunction("count", child :: Nil),
    -        WindowSpecDefinition(partitionSpec, orderSpec, frame))
    -      case First(child, ignoreNulls) => WindowExpression(
    -        // TODO this is a hack for Hive UDAF first_value
    -        UnresolvedWindowFunction(
    -          "first_value",
    -          child :: ignoreNulls :: Nil),
    -        WindowSpecDefinition(partitionSpec, orderSpec, frame))
    -      case Last(child, ignoreNulls) => WindowExpression(
    -        // TODO this is a hack for Hive UDAF last_value
    -        UnresolvedWindowFunction(
    -          "last_value",
    -          child :: ignoreNulls :: Nil),
    -        WindowSpecDefinition(partitionSpec, orderSpec, frame))
    -      case Min(child) => WindowExpression(
    -        UnresolvedWindowFunction("min", child :: Nil),
    -        WindowSpecDefinition(partitionSpec, orderSpec, frame))
    -      case Max(child) => WindowExpression(
    -        UnresolvedWindowFunction("max", child :: Nil),
    -        WindowSpecDefinition(partitionSpec, orderSpec, frame))
    -      case wf: WindowFunction => WindowExpression(
    -        wf,
    -        WindowSpecDefinition(partitionSpec, orderSpec, frame))
    +      // First, we check if we get an aggregate function without the 
DISTINCT keyword.
    +      // Right now, we do not support using a DISTINCT aggregate function 
as a
    +      // window function.
    +      case AggregateExpression(aggregateFunction, _, isDistinct) if 
!isDistinct =>
    +        aggregateFunction match {
    +          case Average(child) => WindowExpression(
    +            UnresolvedWindowFunction("avg", child :: Nil),
    +            WindowSpecDefinition(partitionSpec, orderSpec, frame))
    +          case Sum(child) => WindowExpression(
    +            UnresolvedWindowFunction("sum", child :: Nil),
    +            WindowSpecDefinition(partitionSpec, orderSpec, frame))
    +          case Count(child) => WindowExpression(
    +            UnresolvedWindowFunction("count", child :: Nil),
    +            WindowSpecDefinition(partitionSpec, orderSpec, frame))
    +          case First(child, ignoreNulls) => WindowExpression(
    +            // TODO this is a hack for Hive UDAF first_value
    +            UnresolvedWindowFunction(
    +              "first_value",
    +              child :: ignoreNulls :: Nil),
    +            WindowSpecDefinition(partitionSpec, orderSpec, frame))
    +          case Last(child, ignoreNulls) => WindowExpression(
    +            // TODO this is a hack for Hive UDAF last_value
    +            UnresolvedWindowFunction(
    +              "last_value",
    +              child :: ignoreNulls :: Nil),
    +            WindowSpecDefinition(partitionSpec, orderSpec, frame))
    +          case Min(child) => WindowExpression(
    +            UnresolvedWindowFunction("min", child :: Nil),
    +            WindowSpecDefinition(partitionSpec, orderSpec, frame))
    +          case Max(child) => WindowExpression(
    +            UnresolvedWindowFunction("max", child :: Nil),
    +            WindowSpecDefinition(partitionSpec, orderSpec, frame))
    +          case x =>
    +            throw new UnsupportedOperationException(s"$x is not supported 
in window operation.")
    --- End diff --
    
    Done


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