A B C D G M P R S T

A

assocIdColName - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters

assocIdColName - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

B

build() - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

build() - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionStatisticsParameters.Builder

build() - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.RawPredictionDataParameters.Builder

Builder() - Constructor for class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

Builder() - Constructor for class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionStatisticsParameters.Builder

Builder() - Constructor for class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.RawPredictionDataParameters.Builder

C

channelConfig - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

channelConfig - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters

com.datarobot.mlops_spark_utils - package com.datarobot.mlops_spark_utils

D

dataFrame - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

dataFrame - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters

deploymentID - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

deploymentID - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters

G

getThisPointer() - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

getThisPointer() - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionStatisticsParameters.Builder

getThisPointer() - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.RawPredictionDataParameters.Builder

groupSize - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

groupSize - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters

M

MLOpsReporting - Class in com.datarobot.mlops_spark_utils

MLOpsReporting() - Constructor for class com.datarobot.mlops_spark_utils.MLOpsReporting

MLOpsSparkUtils - Class in com.datarobot.mlops_spark_utils

Provide utility functions to perform MLOps monitoring in Spark.

MLOpsSparkUtils() - Constructor for class com.datarobot.mlops_spark_utils.MLOpsSparkUtils

MLOpsSparkUtils.PredictionsDataParameters - Class in com.datarobot.mlops_spark_utils

MLOpsSparkUtils.PredictionsDataParameters.Builder<T extends MLOpsSparkUtils.PredictionsDataParameters.Builder<T>> - Class in com.datarobot.mlops_spark_utils

MLOpsSparkUtils.PredictionStatisticsParameters - Class in com.datarobot.mlops_spark_utils

MLOpsSparkUtils.PredictionStatisticsParameters.Builder - Class in com.datarobot.mlops_spark_utils

MLOpsSparkUtils.RawPredictionDataParameters - Class in com.datarobot.mlops_spark_utils

MLOpsSparkUtils.RawPredictionDataParameters.Builder - Class in com.datarobot.mlops_spark_utils

modelId - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

modelId - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters

P

PredictionsDataParameters(MLOpsSparkUtils.PredictionsDataParameters.Builder<?>) - Constructor for class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters

predictionsServiced - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

predictionsServiced - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters

PredictionStatisticsParameters(MLOpsSparkUtils.PredictionStatisticsParameters.Builder) - Constructor for class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionStatisticsParameters

R

RawPredictionDataParameters(MLOpsSparkUtils.RawPredictionDataParameters.Builder) - Constructor for class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.RawPredictionDataParameters

report() - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionStatisticsParameters

report() - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.RawPredictionDataParameters

reportActuals(Dataset<Row>, String, String, String) - Static method in class com.datarobot.mlops_spark_utils.MLOpsReporting

Report actuals/outcomes of predictions.

reportActuals(Dataset<Row>, String, String, String) - Static method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils

Report actual values for predictions.

reportAggregatedStats(Dataset<Row>, Double, List<String>, Integer, String, String, String, Map<String, FeatureType>, Integer, Integer, Integer, Integer) - Static method in class com.datarobot.mlops_spark_utils.MLOpsReporting

Report predictions statistics utility function for a Spark environment.

reportPredictions(Dataset<Row>, String, String, String, Double, List<String>, String, Integer, int) - Static method in class com.datarobot.mlops_spark_utils.MLOpsReporting

Report predictions utility function for a Spark environment.

reportPredictions(Dataset<Row>, String, String, String, Double, String[], String, Integer) - Static method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils

Report predictions and features given a DataFrame (Dataset of Row).

reportPredictions(Dataset<Row>, String, String, String, Double, String[], String) - Static method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils

Report predictions and features given a DataFrame (Dataset of Row).

reportPredictions(Dataset<Row>, String, String, String, Double, List<String>, String, Integer) - Static method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils

Report predictions and features given a DataFrame (Dataset of Row).

reportPredictions(Dataset<Row>, String, String, String, Double, List<String>, String) - Static method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils

Report predictions and features given a DataFrame (Dataset of Row).

reportPredictions(Dataset<Row>, String, String, String, Double, String[], Integer) - Static method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils

Report predictions and features given a DataFrame (Dataset of Row).

reportPredictions(Dataset<Row>, String, String, String, Double, String[]) - Static method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils

Report predictions and features given a DataFrame (Dataset of Row).

reportPredictions(Dataset<Row>, String, String, String, Double, List<String>, Integer) - Static method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils

Report predictions and features given a DataFrame (Dataset of Row).

reportPredictions(Dataset<Row>, String, String, String, Double, List<String>) - Static method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils

Report predictions and features given a DataFrame (Dataset of Row).

S

scoringTime - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

scoringTime - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters

setAggregationMaxRecords(Integer) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionStatisticsParameters.Builder

setAssociationIdColumnName(String) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

setChannelConfig(String) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

setDataFrame(Dataset<Row>) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

setDeploymentID(String) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

setDistinctCategoryCount(Integer) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionStatisticsParameters.Builder

setFeatureTypes(HashMap<String, FeatureType>) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionStatisticsParameters.Builder

setGroupSize(int) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

setHistogramBinCount(Integer) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionStatisticsParameters.Builder

setModelId(String) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

setPredictionsServiced(Integer) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

setScoringTime(Double) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

setTargetColumnNames(String[]) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

setTargetColumnNames(List<String>) - Method in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

T

targetColumnNames - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters.Builder

targetColumnNames - Variable in class com.datarobot.mlops_spark_utils.MLOpsSparkUtils.PredictionsDataParameters

A B C D G M P R S T