com.google.cloud.aiplatform.v1beta1

Interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies, ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.Builder

Enclosing class:

ModelMonitoringStatsAnomalies

public static interface ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomaliesOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
String	getFeatureDisplayName() Display Name of the Feature.
com.google.protobuf.ByteString	getFeatureDisplayNameBytes() Display Name of the Feature.
FeatureStatsAnomaly	getPredictionStats(int index) A list of historical stats generated by different time window's Prediction Dataset.
int	getPredictionStatsCount() A list of historical stats generated by different time window's Prediction Dataset.
List<FeatureStatsAnomaly>	getPredictionStatsList() A list of historical stats generated by different time window's Prediction Dataset.
FeatureStatsAnomalyOrBuilder	getPredictionStatsOrBuilder(int index) A list of historical stats generated by different time window's Prediction Dataset.
List<? extends FeatureStatsAnomalyOrBuilder>	getPredictionStatsOrBuilderList() A list of historical stats generated by different time window's Prediction Dataset.
ThresholdConfig	getThreshold() Threshold for anomaly detection.
ThresholdConfigOrBuilder	getThresholdOrBuilder() Threshold for anomaly detection.
FeatureStatsAnomaly	getTrainingStats() Stats calculated for the Training Dataset.
FeatureStatsAnomalyOrBuilder	getTrainingStatsOrBuilder() Stats calculated for the Training Dataset.
boolean	hasThreshold() Threshold for anomaly detection.
boolean	hasTrainingStats() Stats calculated for the Training Dataset.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

getFeatureDisplayName

String getFeatureDisplayName()

 Display Name of the Feature.
 

string feature_display_name = 1;

Returns:

The featureDisplayName.

getFeatureDisplayNameBytes

com.google.protobuf.ByteString getFeatureDisplayNameBytes()

 Display Name of the Feature.
 

string feature_display_name = 1;

Returns:

The bytes for featureDisplayName.

hasThreshold

boolean hasThreshold()

 Threshold for anomaly detection.
 

.google.cloud.aiplatform.v1beta1.ThresholdConfig threshold = 3;

Returns:

Whether the threshold field is set.

getThreshold

ThresholdConfig getThreshold()

 Threshold for anomaly detection.
 

.google.cloud.aiplatform.v1beta1.ThresholdConfig threshold = 3;

Returns:

The threshold.

getThresholdOrBuilder

ThresholdConfigOrBuilder getThresholdOrBuilder()

 Threshold for anomaly detection.
 

.google.cloud.aiplatform.v1beta1.ThresholdConfig threshold = 3;

hasTrainingStats

boolean hasTrainingStats()

 Stats calculated for the Training Dataset.
 

.google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly training_stats = 4;

Returns:

Whether the trainingStats field is set.

getTrainingStats

FeatureStatsAnomaly getTrainingStats()

 Stats calculated for the Training Dataset.
 

.google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly training_stats = 4;

Returns:

The trainingStats.

getTrainingStatsOrBuilder

FeatureStatsAnomalyOrBuilder getTrainingStatsOrBuilder()

 Stats calculated for the Training Dataset.
 

.google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly training_stats = 4;

getPredictionStatsList

List<FeatureStatsAnomaly> getPredictionStatsList()

 A list of historical stats generated by different time window's
 Prediction Dataset.
 

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly prediction_stats = 5;

getPredictionStats

FeatureStatsAnomaly getPredictionStats(int index)

 A list of historical stats generated by different time window's
 Prediction Dataset.
 

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly prediction_stats = 5;

getPredictionStatsCount

int getPredictionStatsCount()

 A list of historical stats generated by different time window's
 Prediction Dataset.
 

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly prediction_stats = 5;

getPredictionStatsOrBuilderList

List<? extends FeatureStatsAnomalyOrBuilder> getPredictionStatsOrBuilderList()

 A list of historical stats generated by different time window's
 Prediction Dataset.
 

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly prediction_stats = 5;

getPredictionStatsOrBuilder

FeatureStatsAnomalyOrBuilder getPredictionStatsOrBuilder(int index)

 A list of historical stats generated by different time window's
 Prediction Dataset.
 

repeated .google.cloud.aiplatform.v1beta1.FeatureStatsAnomaly prediction_stats = 5;