grorge123 commented on code in PR #3706:
URL: https://github.com/apache/datafusion-comet/pull/3706#discussion_r3009476525
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spark/src/main/scala/org/apache/comet/serde/arrays.scala:
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@@ -200,6 +201,88 @@ object CometArrayDistinct extends
CometExpressionSerde[ArrayDistinct] {
}
}
+object CometSortArray extends CometExpressionSerde[SortArray] {
+ private def containsFloatingPoint(dt: DataType): Boolean = {
+ dt match {
+ case FloatType | DoubleType => true
+ case ArrayType(elementType, _) => containsFloatingPoint(elementType)
+ case StructType(fields) => fields.exists(f =>
containsFloatingPoint(f.dataType))
+ case MapType(keyType, valueType, _) =>
+ containsFloatingPoint(keyType) || containsFloatingPoint(valueType)
+ case _ => false
+ }
+ }
+
+ private def canRank(dt: DataType, nestedInArray: Boolean = false): Boolean =
{
+ dt match {
+ case _: ByteType | _: ShortType | _: IntegerType | _: LongType | _:
FloatType |
+ _: DoubleType | _: DecimalType =>
+ true
+ case _: DateType | _: TimestampType | _: TimestampNTZType =>
+ true
+ // DataFusion's array_sort compares nested arrays through Arrow's rank
kernel.
+ // That kernel does not support Struct or Null child values,
+ // so array<array<struct<...>>> and array<array<null>> would fail at
runtime.
+ case _: NullType if !nestedInArray =>
+ true
+ case _: BooleanType | _: BinaryType | _: StringType =>
+ true
+ case ArrayType(elementType, _) =>
+ canRank(elementType, nestedInArray = true)
+ case StructType(fields) if !nestedInArray =>
+ fields.forall(f => canRank(f.dataType))
+ case _ =>
+ false
+ }
+ }
+
+ override def getSupportLevel(expr: SortArray): SupportLevel = {
+ val elementType = expr.base.dataType.asInstanceOf[ArrayType].elementType
+
+ if (!canRank(elementType)) {
+ Unsupported(Some(s"Sort on array element type $elementType is not
supported"))
+ } else if (CometConf.COMET_EXEC_STRICT_FLOATING_POINT.get() &&
+ containsFloatingPoint(elementType)) {
+ Incompatible(
+ Some(
+ "Sorting on floating-point is not 100% compatible with Spark, and
Comet is running " +
+ s"with ${CometConf.COMET_EXEC_STRICT_FLOATING_POINT.key}=true. " +
+ s"${CometConf.COMPAT_GUIDE}"))
+ } else {
+ Compatible()
+ }
+ }
+
+ override def convert(
+ expr: SortArray,
+ inputs: Seq[Attribute],
+ binding: Boolean): Option[ExprOuterClass.Expr] = {
+ val arrayExprProto = exprToProtoInternal(expr.base, inputs, binding)
+ val sortDirectionExprProto = expr.ascendingOrder match {
Review Comment:
I have modified, thank you for your review.
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