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

    https://github.com/apache/spark/pull/17577#discussion_r110549401
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/DataFrameNaFunctions.scala ---
    @@ -407,10 +407,11 @@ final class DataFrameNaFunctions private[sql](df: 
DataFrame) {
         val quotedColName = "`" + col.name + "`"
         val colValue = col.dataType match {
           case DoubleType | FloatType =>
    -        nanvl(df.col(quotedColName), lit(null)) // nanvl only supports 
these types
    +        // nanvl only supports these types
    +        nanvl(df.col(quotedColName), lit(null).cast(col.dataType))
    --- End diff --
    
    The float one is covered by another test in `fill with map`, but still nice 
to have them explicitly to avoid being changed unexpectedly. 


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