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

    https://github.com/apache/spark/pull/18023#discussion_r118794998
  
    --- Diff: 
sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser/AstBuilder.scala
 ---
    @@ -1230,25 +1230,37 @@ class AstBuilder(conf: SQLConf) extends 
SqlBaseBaseVisitor[AnyRef] with Logging
       }
     
       /**
    -   * Create a dereference expression. The return type depends on the type 
of the parent, this can
    -   * either be a [[UnresolvedAttribute]] (if the parent is an 
[[UnresolvedAttribute]]), or an
    -   * [[UnresolvedExtractValue]] if the parent is some expression.
    +   * Create a dereference expression. The return type depends on the type 
of the parent.
    +   * If the parent is an [[UnresolvedAttribute]], it can be a 
[[UnresolvedAttribute]] or
    +   * a [[UnresolvedRegex]] for regex quoted in ``; if the parent is some 
other expression,
    +   * it can be [[UnresolvedExtractValue]].
        */
       override def visitDereference(ctx: DereferenceContext): Expression = 
withOrigin(ctx) {
         val attr = ctx.fieldName.getText
         expression(ctx.base) match {
    -      case UnresolvedAttribute(nameParts) =>
    -        UnresolvedAttribute(nameParts :+ attr)
    +      case unresolved_attr @ UnresolvedAttribute(nameParts) =>
    --- End diff --
    
    yes, ctx.fieldName.getText will trim the backquote


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