Github user hhbyyh commented on a diff in the pull request: https://github.com/apache/spark/pull/19993#discussion_r158153277 --- Diff: mllib/src/test/scala/org/apache/spark/ml/param/ParamsSuite.scala --- @@ -430,4 +433,49 @@ object ParamsSuite extends SparkFunSuite { require(copyReturnType === obj.getClass, s"${clazz.getName}.copy should return ${clazz.getName} instead of ${copyReturnType.getName}.") } + + /** + * Checks that the class throws an exception in case both `inputCols` and `inputCol` are set and + * in case both `outputCols` and `outputCol` are set. + * These checks are performed only whether the class extends respectively both `HasInputCols` and + * `HasInputCol` and both `HasOutputCols` and `HasOutputCol`. + * + * @param paramsClass The Class to be checked + * @param spark A `SparkSession` instance to use + */ + def checkMultiColumnParams(paramsClass: Class[_ <: Params], spark: SparkSession): Unit = { --- End diff -- suggestion for function name: assertColOrCols --> testMultiColumnParams
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