Join two dataframes - Spark Mllib
Use this syntax:

val joinedDF = students_positive_grande.as('a).join(
                          df.as('b),
                          $"a.Customer_ID" === $"b.Customer_ID")

joinedDF.select($"a.Customer_ID", $"b.Customer_ID")