ml.dmlc.xgboost4j.scala.spark.XGBoostEstimatorCommon.scala Maven / Gradle / Ivy

/*
 Copyright (c) 2014 by Contributors

 Licensed 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 ml.dmlc.xgboost4j.scala.spark

import ml.dmlc.xgboost4j.scala.spark.params._

import org.apache.spark.ml.param.shared.HasWeightCol

private[spark] sealed trait XGBoostEstimatorCommon extends GeneralParams with LearningTaskParams
  with BoosterParams with RabitParams with ParamMapFuncs with NonParamVariables {

  def needDeterministicRepartitioning: Boolean = {
    getCheckpointPath != null && getCheckpointPath.nonEmpty && getCheckpointInterval > 0
  }
}

private[spark] trait XGBoostClassifierParams extends HasWeightCol with HasBaseMarginCol
  with HasNumClass with HasLeafPredictionCol with HasContribPredictionCol
  with XGBoostEstimatorCommon

private[spark] trait XGBoostRegressorParams extends HasBaseMarginCol with HasWeightCol
  with HasGroupCol with HasLeafPredictionCol with HasContribPredictionCol
  with XGBoostEstimatorCommon