spark dataframe to map rdd

val columnNameList = df.columns
 
val rddMap = df.rdd.map( row =>  { 
    var map = Map[String, Any]()
    for (i <- 0 to columnNameList.length - 1)  {
        map += (columnNameList(i) -> row(i))
    }
    
    map
})