Github user WeichenXu123 commented on a diff in the pull request: https://github.com/apache/spark/pull/20829#discussion_r174990221 --- Diff: mllib/src/main/scala/org/apache/spark/ml/feature/VectorAssembler.scala --- @@ -49,32 +51,65 @@ class VectorAssembler @Since("1.4.0") (@Since("1.4.0") override val uid: String) @Since("1.4.0") def setOutputCol(value: String): this.type = set(outputCol, value) + /** @group setParam */ + @Since("1.6.0") + def setHandleInvalid(value: String): this.type = set(handleInvalid, value) + + /** + * Param for how to handle invalid data (NULL values). Options are 'skip' (filter out rows with + * invalid data), 'error' (throw an error), or 'keep' (return relevant number of NaN in the + * output). + * Default: "error" + * @group param + */ + @Since("1.6.0") + override val handleInvalid: Param[String] = new Param[String](this, "handleInvalid", + "Hhow to handle invalid data (NULL values). Options are 'skip' (filter out rows with " + --- End diff -- HHow -> How
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