Github user rxin commented on a diff in the pull request:
https://github.com/apache/spark/pull/737#discussion_r12546858
--- Diff:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregates.scala
---
@@ -166,10 +167,48 @@ case class CountDistinct(expressions:
Seq[Expression]) extends AggregateExpressi
override def references = expressions.flatMap(_.references).toSet
override def nullable = false
override def dataType = IntegerType
- override def toString = s"COUNT(DISTINCT ${expressions.mkString(",")}})"
+ override def toString = s"COUNT(DISTINCT ${expressions.mkString(",")})"
override def newInstance() = new CountDistinctFunction(expressions, this)
}
+case class ApproxCountDistinctPartition(child: Expression)
+ extends AggregateExpression with trees.UnaryNode[Expression] {
+ override def references = child.references
+ override def nullable = false
+ override def dataType = child.dataType
+ override def toString = s"APPROXIMATE COUNT(DISTINCT $child)"
+ override def newInstance() = new
ApproxCountDistinctPartitionFunction(child, this)
+}
+
+case class ApproxCountDistinctMerge(child: Expression)
+ extends AggregateExpression with trees.UnaryNode[Expression] {
+ override def references = child.references
+ override def nullable = false
+ override def dataType = IntegerType
+ override def toString = s"APPROXIMATE COUNT(DISTINCT $child)"
+ override def newInstance() = new ApproxCountDistinctMergeFunction(child,
this)
+}
+
+object ApproxCountDistinct {
+ val RelativeSD = 0.05
+}
+
+case class ApproxCountDistinct(child: Expression)
+ extends PartialAggregate with trees.UnaryNode[Expression] {
+ override def references = child.references
+ override def nullable = false
+ override def dataType = IntegerType
+ override def toString = s"APPROXIMATE COUNT(DISTINCT $child)"
+
+ override def asPartial: SplitEvaluation = {
+ val partialCount = Alias(ApproxCountDistinctPartition(child),
+ "PartialApproxCountDistinct")()
--- End diff --
style feedback: just indent this line using 2 spaces instead of aligning
them.
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