com.datarobot.mlops_spark_utils

Class MLOpsSparkUtils.PredictionsDataParameters.Builder<T extends MLOpsSparkUtils.PredictionsDataParameters.Builder<T>>

java.lang.Object

com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder<T>

Direct Known Subclasses:

MLOpsSparkUtils.PredictionStatisticsParameters.Builder, MLOpsSparkUtils.RawPredictionDataParameters.Builder

Enclosing class:

MLOpsSparkUtils.PredictionsDataParameters

public abstract static class MLOpsSparkUtils.PredictionsDataParameters.Builder<T extends MLOpsSparkUtils.PredictionsDataParameters.Builder<T>>
extends Object

Field Summary

Fields

Modifier and Type	Field and Description
protected String	assocIdColName
protected String	channelConfig
protected org.apache.spark.sql.Dataset<org.apache.spark.sql.Row>	dataFrame
protected String	deploymentID
protected int	groupSize
protected String	modelId
protected Integer	predictionsServiced
protected Double	scoringTime
protected List<String>	targetColumnNames

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
MLOpsSparkUtils.PredictionsDataParameters	build()
abstract T	getThisPointer()
T	setAssociationIdColumnName(String assocIdColName)
T	setChannelConfig(String channelConfig)
T	setDataFrame(org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> dataFrame)
T	setDeploymentID(String deploymentID)
T	setGroupSize(int groupSize)
T	setModelId(String modelId)
T	setPredictionsServiced(Integer predictionsServiced)
T	setScoringTime(Double scoringTime)
T	setTargetColumnNames(List<String> targetColumnNames)
T	setTargetColumnNames(String[] targetColumnNames)

Methods inherited from class java.lang.Object

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

Field Detail

dataFrame

protected org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> dataFrame

scoringTime

protected Double scoringTime

targetColumnNames

protected List<String> targetColumnNames

assocIdColName

protected String assocIdColName

predictionsServiced

protected Integer predictionsServiced

deploymentID

protected String deploymentID

modelId

protected String modelId

channelConfig

protected String channelConfig

groupSize

protected int groupSize

Constructor Detail

Builder

public Builder()

Method Detail

getThisPointer

public abstract T getThisPointer()

setModelId

public T setModelId(String modelId)

setDeploymentID

public T setDeploymentID(String deploymentID)

setChannelConfig

public T setChannelConfig(String channelConfig)

setDataFrame

public T setDataFrame(org.apache.spark.sql.Dataset<org.apache.spark.sql.Row> dataFrame)

setPredictionsServiced

public T setPredictionsServiced(Integer predictionsServiced)

setScoringTime

public T setScoringTime(Double scoringTime)

setTargetColumnNames

public T setTargetColumnNames(String[] targetColumnNames)

setTargetColumnNames

public T setTargetColumnNames(List<String> targetColumnNames)

setGroupSize

public T setGroupSize(int groupSize)

setAssociationIdColumnName

public T setAssociationIdColumnName(String assocIdColName)

build

public MLOpsSparkUtils.PredictionsDataParameters build()