Github user dongjoon-hyun commented on a diff in the pull request:
https://github.com/apache/spark/pull/14132#discussion_r71202124
--- Diff:
sql/core/src/main/scala/org/apache/spark/sql/catalyst/SQLBuilder.scala ---
@@ -425,6 +452,49 @@ class SQLBuilder(logicalPlan: LogicalPlan) extends
Logging {
}
}
+ /**
+ * Merge and move upward to the nearest Project.
+ * A broadcast hint comment is scattered into multiple nodes inside
the plan, and the
+ * information of BroadcastHint resides its current position inside
the plan. In order to
+ * reconstruct broadcast hint comment, we need to pack the information
of BroadcastHint into
+ * Hint("BROADCAST", _, _) and collect them up by moving upward to the
nearest Project node.
+ */
+ object NormalizeBroadcastHint extends Rule[LogicalPlan] {
+ override def apply(plan: LogicalPlan): LogicalPlan = plan
transformUp {
+ // Capture the broadcasted information and store it in Hint.
+ case BroadcastHint(child @ SubqueryAlias(_, Project(_,
SQLTable(database, table, _, _)))) =>
+ Hint("BROADCAST", Seq(table), child)
+
+ // Nearest Project is found.
+ case p @ Project(_, Hint(_, _, _)) => p
+
+ // Merge BROADCAST hints up to the nearest Project.
+ case Hint("BROADCAST", params1, h @ Hint("BROADCAST", params2, _))
=>
+ h.copy(parameters = params1 ++ params2)
+ case j @ Join(h1 @ Hint("BROADCAST", p1, left), h2 @
Hint("BROADCAST", p2, right), _, _) =>
+ h1.copy(parameters = p1 ++ p2, child = j.copy(left = left, right
= right))
+
+ // Bubble up BROADCAST hints to the nearest Project.
--- End diff --
Thanks. I added `GlobalLimit`, too. It seems my mistake during removing the
operator not allowed in SQLBuilder. When I develop Optimizers, I frequently
asked to use white-list approach. I hope to keep this style if you are okay.
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