Github user hvanhovell commented on a diff in the pull request: https://github.com/apache/spark/pull/14842#discussion_r77143025 --- Diff: sql/core/src/main/scala/org/apache/spark/sql/execution/SortPrefixUtils.scala --- @@ -40,29 +40,64 @@ 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( + "This should not happen. Contact Spark contributors for this error.") + } + } + /** * Creates the prefix comparator for the first field in the given schema, in ascending order. */ def getPrefixComparator(schema: StructType): PrefixComparator = { if (schema.nonEmpty) { val field = schema.head - getPrefixComparator(SortOrder(BoundReference(0, field.dataType, field.nullable), Ascending)) + getPrefixComparator( --- End diff -- revert this.
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