kazuyukitanimura commented on a change in pull request #33930:
URL: https://github.com/apache/spark/pull/33930#discussion_r705578779
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File path:
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/expressions.scala
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@@ -290,6 +290,21 @@ object OptimizeIn extends Rule[LogicalPlan] {
* 4. Removes `Not` operator.
*/
object BooleanSimplification extends Rule[LogicalPlan] with PredicateHelper {
+ // Given argument x, return true if expression Not(x) can be simplified
+ // E.g. when x == Not(y), Not(x) == Not(Not(y)) == y
+ // For the case of x = EqualTo(a, b), recursively check each child expression
+ // Extra nullable check is required for EqualNullSafe because
+ // Not(EqualNullSafe(x, null)) is different from EqualNullSafe(x, Not(null))
+ private def canSimplifyNot(x: Expression): Boolean = x match {
+ case Literal(_, BooleanType) | Literal(_, NullType) => true
+ case _: Not | _: IsNull | _: IsNotNull | _: And | _: Or => true
Review comment:
For `Not(And())` and `Not(Or())`, we have further optimization rule here
https://github.com/apache/spark/blob/f5d3984c04029bdb7f4f00ef4de25a9e9fbc75cb/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/expressions.scala#L452
So that we can keep pushing down `Not`
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