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

    https://github.com/apache/spark/pull/9819#discussion_r47453065
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/windowExpressions.scala
 ---
    @@ -246,85 +260,238 @@ object SpecifiedWindowFrame {
       }
     }
     
    +case class UnresolvedWindowExpression(
    +    child: Expression,
    +    windowSpec: WindowSpecReference) extends UnaryExpression with 
Unevaluable {
    +
    +  override def dataType: DataType = throw new UnresolvedException(this, 
"dataType")
    +  override def foldable: Boolean = throw new UnresolvedException(this, 
"foldable")
    +  override def nullable: Boolean = throw new UnresolvedException(this, 
"nullable")
    +  override lazy val resolved = false
    +}
    +
    +case class WindowExpression(
    +    windowFunction: Expression,
    +    windowSpec: WindowSpecDefinition) extends Expression with Unevaluable {
    +
    +  override def children: Seq[Expression] = windowFunction :: windowSpec :: 
Nil
    +
    +  override def dataType: DataType = windowFunction.dataType
    +  override def foldable: Boolean = windowFunction.foldable
    +  override def nullable: Boolean = windowFunction.nullable
    +
    +  override def toString: String = s"$windowFunction $windowSpec"
    +}
    +
     /**
    - * Every window function needs to maintain a output buffer for its output.
    - * It should expect that for a n-row window frame, it will be called n 
times
    - * to retrieve value corresponding with these n rows.
    + * A window function is a function that can only be evaluated in the 
context of a window operator.
      */
     trait WindowFunction extends Expression {
    -  def init(): Unit
    +  /** Frame in which the window operator must be executed. */
    +  def frame: WindowFrame = UnspecifiedFrame
    --- End diff --
    
    Actually, is it used as the default frame?


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