co.cask.hydrator.plugin.spark

Class SparkMLTrainer.MLTrainerConfig

java.lang.Object

co.cask.cdap.api.Config

co.cask.cdap.api.plugin.PluginConfig

co.cask.hydrator.plugin.spark.SparkMLTrainer.MLTrainerConfig

All Implemented Interfaces:

Serializable

Direct Known Subclasses:

DecisionTreeTrainer.DecisionTreeTrainerConfig, LogisticRegressionTrainer.Config

Enclosing class:

SparkMLTrainer

protected static class SparkMLTrainer.MLTrainerConfig
extends co.cask.cdap.api.plugin.PluginConfig

Config class for Trainers. Contains common config properties to be used in trainers.

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
protected String	featureFieldsToExclude
protected String	featureFieldsToInclude
protected String	fileSetName
protected String	labelField
protected String	path

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	SparkMLTrainer.MLTrainerConfig()
protected	SparkMLTrainer.MLTrainerConfig(String fileSetName, String path, String featureFieldsToInclude, String featureFieldsToExclude, String labelField)

Method Summary

Methods

Modifier and Type	Method and Description
void	validate(co.cask.cdap.api.data.schema.Schema inputSchema)

Methods inherited from class co.cask.cdap.api.plugin.PluginConfig

containsMacro, getProperties

Methods inherited from class java.lang.Object

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

Field Detail

fileSetName

protected String fileSetName

path

@Nullable
protected String path

featureFieldsToInclude

@Nullable
protected String featureFieldsToInclude

featureFieldsToExclude

@Nullable
protected String featureFieldsToExclude

labelField

protected String labelField

Constructor Detail

SparkMLTrainer.MLTrainerConfig

protected SparkMLTrainer.MLTrainerConfig()

SparkMLTrainer.MLTrainerConfig

protected SparkMLTrainer.MLTrainerConfig(String fileSetName,
                              @Nullable
                              String path,
                              @Nullable
                              String featureFieldsToInclude,
                              @Nullable
                              String featureFieldsToExclude,
                              String labelField)

Method Detail

validate

public void validate(co.cask.cdap.api.data.schema.Schema inputSchema)