Github user felixcheung commented on a diff in the pull request: https://github.com/apache/spark/pull/13584#discussion_r76940615 --- Diff: mllib/src/main/scala/org/apache/spark/ml/r/RWrapperUtils.scala --- @@ -0,0 +1,47 @@ +/* + * Licensed to the Apache Software Foundation (ASF) under one or more + * contributor license agreements. See the NOTICE file distributed with + * this work for additional information regarding copyright ownership. + * The ASF licenses this file to You under the Apache License, Version 2.0 + * (the "License"); you may not use this file except in compliance with + * the License. You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +package org.apache.spark.ml.r + +import org.apache.spark.internal.Logging +import org.apache.spark.ml.feature.RFormula +import org.apache.spark.sql.Dataset + +object RWrapperUtils extends Logging { + + /** + * DataFrame column check. + * When loading data, default columns "features" and "label" will be added. And these two names + * would conflict with RFormula default feature and label column names. + * Here is to change the column name to avoid "column already exists" error. + * + * @param rFormula RFormula instance + * @param data Input dataset + * @return Unit + */ + def checkDataColumns(rFormula: RFormula, data: Dataset[_]): Unit = { + if (data.schema.fieldNames.contains(rFormula.getLabelCol)) { + logWarning("data containing 'label' column, so change its name to avoid conflict") + rFormula.setLabelCol(rFormula.getLabelCol + "_output") --- End diff -- what if `something_output` is also already in the DataFrame? should we check for it? I thought the earlier discussion calls for appending a sequence number, like `something_output1` and incrementing util it is not already there?
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