org.apache.spark.ml.tuning

Class TrainValidationSplitModel.TrainValidationSplitModelWriter

Object

org.apache.spark.ml.util.MLWriter

org.apache.spark.ml.tuning.TrainValidationSplitModel.TrainValidationSplitModelWriter

All Implemented Interfaces:

Logging

Enclosing class:

TrainValidationSplitModel

public static final class TrainValidationSplitModel.TrainValidationSplitModelWriter
extends MLWriter

Writer for TrainValidationSplitModel. param: instance TrainValidationSplitModel instance used to construct the writer

TrainValidationSplitModel supports an option "persistSubModels", with possible values "true" or "false". If you set the collectSubModels Param before fitting, then you can set "persistSubModels" to "true" in order to persist the subModels. By default, "persistSubModels" will be "true" when subModels are available and "false" otherwise. If subModels are not available, then setting "persistSubModels" to "true" will cause an exception.

Method Summary

Modifier and Type	Method and Description
scala.Option<SparkSession>	optionSparkSession()
SparkContext	sc() Returns the underlying `SparkContext`.
SparkSession	sparkSession() Returns the user-specified Spark Session or the default.
SQLContext	sqlContext() Returns the user-specified SQL context or the default.

Methods inherited from class org.apache.spark.ml.util.MLWriter

context, option, overwrite, save, session

Methods inherited from class Object

equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface org.apache.spark.internal.Logging

initializeLogging, initializeLogIfNecessary, initializeLogIfNecessary, isTraceEnabled, log_, log, logDebug, logDebug, logError, logError, logInfo, logInfo, logName, logTrace, logTrace, logWarning, logWarning

Method Detail

optionSparkSession

public scala.Option<SparkSession> optionSparkSession()

sc

public SparkContext sc()

Returns the underlying `SparkContext`.

sparkSession

public SparkSession sparkSession()

Returns the user-specified Spark Session or the default.

Returns:

(undocumented)

sqlContext

public SQLContext sqlContext()

Returns the user-specified SQL context or the default.

Returns:

(undocumented)