Github user dongjoon-hyun commented on a diff in the pull request: https://github.com/apache/spark/pull/14132#discussion_r72010521 --- Diff: sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala --- @@ -1774,6 +1775,49 @@ class Analyzer( } /** + * Substitute Hints. + * - BROADCAST/BROADCASTJOIN/MAPJOIN match the closest table with the given name parameters. + * + * This rule substitutes `UnresolvedRelation`s in `Substitute` batch before `ResolveRelations` + * rule is applied. Here are two reasons. + * - To support `MetastoreRelation` in Hive module. + * - To reduce the effect of `Hint` on the other rules. + * + * After this rule, it is guaranteed that there exists no unknown `Hint` in the plan. + * All new `Hint`s should be transformed into concrete Hint classes `BroadcastHint` here. + */ + object SubstituteHints extends Rule[LogicalPlan] { --- End diff -- Hi, @cloud-fan . Thank you again. Yes. That's true. So, at my first commit of this PR, I actually implemented to attach just the concrete `BroadcastHint` to the relations in `AstBuilder.scala`. But, there were some advices to - Move out the logic from the parser module (for preventing future updates on parser module) - Generalize the hint syntax like the current code. Since a general `Hint` is attached on a logical plan not a table relation, we can substitute any other plans (filter/project/aggregator), too. The following is my previous comment about this situation. The child of hint is `JOIN`. > Yep. I grasp your point. First, the given relation is just a logical plan, not a table. In the following case, the relation is Join. > SELECT /*+ MAPJOIN(parquet_t0) */ * FROM parquet_t0, parquet_t1
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