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

    https://github.com/apache/spark/pull/18023#discussion_r117797804
  
    --- Diff: sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala ---
    @@ -1188,6 +1188,12 @@ class Dataset[T] private[sql](
       def col(colName: String): Column = colName match {
         case "*" =>
           Column(ResolvedStar(queryExecution.analyzed.output))
    +    case ParserUtils.escapedIdentifier(columnNameRegex)
    --- End diff --
    
    no. this improves the current behavior. when it is `a`, if a is the column 
name, it will expand to just column a. if it is `(a)?+.+`, it will be treated 
it as regular expression and expand. (the current behavior is to throw 
AnalysisException.


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