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

    https://github.com/apache/spark/pull/14842#discussion_r78270178
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/SortPrefixUtils.scala ---
    @@ -40,22 +40,56 @@ object SortPrefixUtils {
     
       def getPrefixComparator(sortOrder: SortOrder): PrefixComparator = {
         sortOrder.dataType match {
    -      case StringType =>
    -        if (sortOrder.isAscending) PrefixComparators.STRING else 
PrefixComparators.STRING_DESC
    -      case BinaryType =>
    -        if (sortOrder.isAscending) PrefixComparators.BINARY else 
PrefixComparators.BINARY_DESC
    +      case StringType => getPrefixComparatorWithNullOrder(sortOrder, 
"STRING")
    +      case BinaryType => getPrefixComparatorWithNullOrder(sortOrder, 
"BINARY")
           case BooleanType | ByteType | ShortType | IntegerType | LongType | 
DateType | TimestampType =>
    -        if (sortOrder.isAscending) PrefixComparators.LONG else 
PrefixComparators.LONG_DESC
    +        getPrefixComparatorWithNullOrder(sortOrder, "LONG")
           case dt: DecimalType if dt.precision - dt.scale <= 
Decimal.MAX_LONG_DIGITS =>
    -        if (sortOrder.isAscending) PrefixComparators.LONG else 
PrefixComparators.LONG_DESC
    -      case FloatType | DoubleType =>
    -        if (sortOrder.isAscending) PrefixComparators.DOUBLE else 
PrefixComparators.DOUBLE_DESC
    -      case dt: DecimalType =>
    -        if (sortOrder.isAscending) PrefixComparators.DOUBLE else 
PrefixComparators.DOUBLE_DESC
    +        getPrefixComparatorWithNullOrder(sortOrder, "LONG")
    +      case FloatType | DoubleType => 
getPrefixComparatorWithNullOrder(sortOrder, "DOUBLE")
    +      case dt: DecimalType => getPrefixComparatorWithNullOrder(sortOrder, 
"DOUBLE")
           case _ => NoOpPrefixComparator
         }
       }
     
    +  private def getPrefixComparatorWithNullOrder(
    +     sortOrder: SortOrder, signedType: String): PrefixComparator = {
    +    sortOrder.direction match {
    +      case Ascending if (sortOrder.nullOrdering == NullLast) =>
    +        signedType match {
    +          case "LONG" => PrefixComparators.LONG_NULLLAST
    +          case "STRING" => PrefixComparators.STRING_NULLLAST
    +          case "BINARY" => PrefixComparators.BINARY_NULLLAST
    +          case "DOUBLE" => PrefixComparators.DOUBLE_NULLLAST
    +        }
    +      case Ascending =>
    +        // or the default NULLS FIRST
    +        signedType match {
    +          case "LONG" => PrefixComparators.LONG
    +          case "STRING" => PrefixComparators.STRING
    +          case "BINARY" => PrefixComparators.BINARY
    +          case "DOUBLE" => PrefixComparators.DOUBLE
    +        }
    +      case Descending if (sortOrder.nullOrdering == NullFirst) =>
    +        signedType match {
    +          case "LONG" => PrefixComparators.LONG_DESC_NULLFIRST
    +          case "STRING" => PrefixComparators.STRING_DESC_NULLFIRST
    +          case "BINARY" => PrefixComparators.BINARY_DESC_NULLFIRST
    +          case "DOUBLE" => PrefixComparators.DOUBLE_DESC_NULLFIRST
    +        }
    +      case Descending =>
    +        // or the default NULLS LAST
    +        signedType match {
    +          case "LONG" => PrefixComparators.LONG_DESC
    +          case "STRING" => PrefixComparators.STRING_DESC
    +          case "BINARY" => PrefixComparators.BINARY_DESC
    +          case "DOUBLE" => PrefixComparators.DOUBLE_DESC
    +        }
    +      case _ => throw new IllegalArgumentException(
    --- End diff --
    
    assert()


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