Github user yhuai commented on a diff in the pull request:

    https://github.com/apache/spark/pull/14132#discussion_r72181762
  
    --- 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] {
    +    def apply(plan: LogicalPlan): LogicalPlan = plan transform {
    +      case logical: LogicalPlan => logical transformDown {
    +        case h @ Hint(name, parameters, child)
    +            if Seq("BROADCAST", "BROADCASTJOIN", 
"MAPJOIN").contains(name.toUpperCase) =>
    +          var resolvedChild = child
    +
    +          for (table <- parameters) {
    +            var stop = false
    +            resolvedChild = resolvedChild.transformDown {
    --- End diff --
    
    You probably want to look at older versions of Hive. For example, 0.10. 
After https://issues.apache.org/jira/browse/HIVE-3784, Hive does not really use 
map join hint.


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