Github user cloud-fan commented on a diff in the pull request:

    https://github.com/apache/spark/pull/18023#discussion_r118145159
  
    --- 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) =>
    +        ctx.fieldName.getStart.getText match {
    +          case escapedIdentifier(columnNameRegex) if 
conf.supportQuotedRegexColumnName =>
    +            UnresolvedRegex(columnNameRegex, Some(unresolved_attr.name))
    +          case _ =>
    +            UnresolvedAttribute(nameParts :+ attr)
    +        }
           case e =>
             UnresolvedExtractValue(e, Literal(attr))
         }
       }
     
       /**
    -   * Create an [[UnresolvedAttribute]] expression.
    +   * Create an [[UnresolvedAttribute]] expression or a [[UnresolvedRegex]] 
if it is a regex
    --- End diff --
    
    I'm not talking about algorithm complexity, but saying that we can simplify 
the logic by avoiding detecting the regex string.


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