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

    https://github.com/apache/spark/pull/18540#discussion_r125599886
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/windowExpressions.scala
 ---
    @@ -106,173 +105,161 @@ case class WindowSpecReference(name: String) 
extends WindowSpec
     /**
      * The trait used to represent the type of a Window Frame.
      */
    -sealed trait FrameType
    +sealed trait FrameType {
    +  def inputType: AbstractDataType
    +  def sql: String
    +}
     
     /**
    - * RowFrame treats rows in a partition individually. When a 
[[ValuePreceding]]
    - * or a [[ValueFollowing]] is used as its [[FrameBoundary]], the value is 
considered
    - * as a physical offset.
    + * RowFrame treats rows in a partition individually. Values used in a row 
frame are considered
    + * to be physical offsets.
      * For example, `ROW BETWEEN 1 PRECEDING AND 1 FOLLOWING` represents a 
3-row frame,
      * from the row that precedes the current row to the row that follows the 
current row.
      */
    -case object RowFrame extends FrameType
    +case object RowFrame extends FrameType {
    +  override def inputType: AbstractDataType = IntegerType
    +  override def sql: String = "ROWS"
    +}
     
     /**
    - * RangeFrame treats rows in a partition as groups of peers.
    - * All rows having the same `ORDER BY` ordering are considered as peers.
    - * When a [[ValuePreceding]] or a [[ValueFollowing]] is used as its 
[[FrameBoundary]],
    - * the value is considered as a logical offset.
    + * RangeFrame treats rows in a partition as groups of peers. All rows 
having the same `ORDER BY`
    + * ordering are considered as peers. Values used in a range frame are 
considered to be logical
    + * offsets.
      * For example, assuming the value of the current row's `ORDER BY` 
expression `expr` is `v`,
      * `RANGE BETWEEN 1 PRECEDING AND 1 FOLLOWING` represents a frame 
containing rows whose values
      * `expr` are in the range of [v-1, v+1].
      *
      * If `ORDER BY` clause is not defined, all rows in the partition are 
considered as peers
      * of the current row.
      */
    -case object RangeFrame extends FrameType
    +case object RangeFrame extends FrameType {
    +  override def inputType: AbstractDataType = 
TypeCollection.NumericAndInterval
    +  override def sql: String = "RANGE"
    +}
     
     /**
    - * The trait used to represent the type of a Window Frame Boundary.
    + * The trait used to represent special boundaries used in a window frame.
      */
    -sealed trait FrameBoundary {
    -  def notFollows(other: FrameBoundary): Boolean
    -}
    +sealed trait SpecialFrameBoundary
    +
    +/** UNBOUNDED boundary. */
    +case object Unbounded extends SpecialFrameBoundary
    +
    +/** CURRENT ROW boundary. */
    +case object CurrentRow extends SpecialFrameBoundary
     
     /**
    - * Extractor for making working with frame boundaries easier.
    + * Represents a window frame.
      */
    -object FrameBoundary {
    -  def apply(boundary: FrameBoundary): Option[Int] = unapply(boundary)
    -  def unapply(boundary: FrameBoundary): Option[Int] = boundary match {
    -    case CurrentRow => Some(0)
    -    case ValuePreceding(offset) => Some(-offset)
    -    case ValueFollowing(offset) => Some(offset)
    -    case _ => None
    -  }
    +sealed trait WindowFrame extends Expression with Unevaluable {
    +  override lazy val children: Seq[Expression] = Nil
    +  override def dataType: DataType = throw new 
UnsupportedOperationException("dataType")
    +  override def foldable: Boolean = false
    +  override def nullable: Boolean = false
     }
     
    -/** UNBOUNDED PRECEDING boundary. */
    -case object UnboundedPreceding extends FrameBoundary {
    -  def notFollows(other: FrameBoundary): Boolean = other match {
    -    case UnboundedPreceding => true
    -    case vp: ValuePreceding => true
    -    case CurrentRow => true
    -    case vf: ValueFollowing => true
    -    case UnboundedFollowing => true
    -  }
    +/** Used as a placeholder when a frame specification is not defined. */
    +case object UnspecifiedFrame extends WindowFrame
     
    -  override def toString: String = "UNBOUNDED PRECEDING"
    -}
    +/** A specified Window Frame. */
    +case class SpecifiedWindowFrame(
    +    frameType: FrameType,
    +    lower: AnyRef,
    --- End diff --
    
    I made `lower` and `upper` `AnyRef`, this was to allow the use of both of 
(foldable) `Expressions` and `SpecialFrameBoundary`. This works rather well 
with things like constant folding. The reason for not making 
`SpecialFrameBoundary` an `Expression` is that this cannot have a type (unless 
you make it a case class I suppose) and that it showed some weird behavior 
during analysis/optimization.


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