Github user gengliangwang commented on a diff in the pull request: https://github.com/apache/spark/pull/19451#discussion_r144136322 --- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala --- @@ -1242,6 +1243,57 @@ object ReplaceIntersectWithSemiJoin extends Rule[LogicalPlan] { } /** + * If one or both of the datasets in the logical [[Except]] operator are purely transformed using + * [[Filter]], this rule will replace logical [[Except]] operator with a [[Filter]] operator by + * flipping the filter condition of the right child. + * {{{ + * SELECT a1, a2 FROM Tab1 WHERE a2 = 12 EXCEPT SELECT a1, a2 FROM Tab1 WHERE a1 = 5 + * ==> SELECT DISTINCT a1, a2 FROM Tab1 WHERE a2 = 12 AND a1 <> 5 + * }}} + * + * Note: + * 1. We should combine all the [[Filter]] of the right node before flipping it using NOT operator. + */ +object ReplaceExceptWithFilter extends Rule[LogicalPlan] { + + import scala.annotation.tailrec + import scala.language.implicitConversions + + implicit def nodeToFilter(node: LogicalPlan): Filter = node.asInstanceOf[Filter] --- End diff -- avoid using implicit https://github.com/databricks/scala-style-guide#implicits
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