Github user dongjoon-hyun commented on a diff in the pull request:

    https://github.com/apache/spark/pull/22208#discussion_r212785096
  
    --- Diff: sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala ---
    @@ -216,8 +216,16 @@ class Dataset[T] private[sql](
       private[sql] def resolve(colName: String): NamedExpression = {
         queryExecution.analyzed.resolveQuoted(colName, 
sparkSession.sessionState.analyzer.resolver)
           .getOrElse {
    -        throw new AnalysisException(
    -          s"""Cannot resolve column name "$colName" among 
(${schema.fieldNames.mkString(", ")})""")
    +        if (schema.fieldNames.contains(colName)) {
    --- End diff --
    
    @icexelloss . This cannot handle mixed cases like the following. This 
should be handled for the purpose of this PR. Please use 
`sparkSession.sessionState.analyzer.resolver`.
    ```python
    spark.range(0, 1).toDF('A.b')['a.B']
    ```


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