Package com.google.cloud.aiplatform.v1

Class ModelMonitoringObjectiveConfig

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig

All Implemented Interfaces:

ModelMonitoringObjectiveConfigOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class ModelMonitoringObjectiveConfig
extends com.google.protobuf.GeneratedMessageV3
implements ModelMonitoringObjectiveConfigOrBuilder

 The objective configuration for model monitoring, including the information
 needed to detect anomalies for one particular model.
 

Protobuf type google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	ModelMonitoringObjectiveConfig.Builder	The objective configuration for model monitoring, including the information needed to detect anomalies for one particular model.
static class	ModelMonitoringObjectiveConfig.ExplanationConfig	The config for integrating with Vertex Explainable AI.
static interface	ModelMonitoringObjectiveConfig.ExplanationConfigOrBuilder
static class	ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig	The config for Prediction data drift detection.
static interface	ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder
static class	ModelMonitoringObjectiveConfig.TrainingDataset	Training Dataset information.
static interface	ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder
static class	ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig	The config for Training & Prediction data skew detection.
static interface	ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfigOrBuilder

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field	Description
static int	EXPLANATION_CONFIG_FIELD_NUMBER
static int	PREDICTION_DRIFT_DETECTION_CONFIG_FIELD_NUMBER
static int	TRAINING_DATASET_FIELD_NUMBER
static int	TRAINING_PREDICTION_SKEW_DETECTION_CONFIG_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method	Description
boolean	equals(Object obj)
static ModelMonitoringObjectiveConfig	getDefaultInstance()
ModelMonitoringObjectiveConfig	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
ModelMonitoringObjectiveConfig.ExplanationConfig	getExplanationConfig()	The config for integrating with Vertex Explainable AI.
ModelMonitoringObjectiveConfig.ExplanationConfigOrBuilder	getExplanationConfigOrBuilder()	The config for integrating with Vertex Explainable AI.
com.google.protobuf.Parser<ModelMonitoringObjectiveConfig>	getParserForType()
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig	getPredictionDriftDetectionConfig()	The config for drift of prediction data.
ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder	getPredictionDriftDetectionConfigOrBuilder()	The config for drift of prediction data.
int	getSerializedSize()
ModelMonitoringObjectiveConfig.TrainingDataset	getTrainingDataset()	Training dataset for models.
ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder	getTrainingDatasetOrBuilder()	Training dataset for models.
ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig	getTrainingPredictionSkewDetectionConfig()	The config for skew between training data and prediction data.
ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfigOrBuilder	getTrainingPredictionSkewDetectionConfigOrBuilder()	The config for skew between training data and prediction data.
boolean	hasExplanationConfig()	The config for integrating with Vertex Explainable AI.
int	hashCode()
boolean	hasPredictionDriftDetectionConfig()	The config for drift of prediction data.
boolean	hasTrainingDataset()	Training dataset for models.
boolean	hasTrainingPredictionSkewDetectionConfig()	The config for skew between training data and prediction data.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelMonitoringObjectiveConfig.Builder	newBuilder()
static ModelMonitoringObjectiveConfig.Builder	newBuilder(ModelMonitoringObjectiveConfig prototype)
ModelMonitoringObjectiveConfig.Builder	newBuilderForType()
protected ModelMonitoringObjectiveConfig.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitoringObjectiveConfig	parseDelimitedFrom(InputStream input)
static ModelMonitoringObjectiveConfig	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig	parseFrom(byte[] data)
static ModelMonitoringObjectiveConfig	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringObjectiveConfig	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringObjectiveConfig	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig	parseFrom(InputStream input)
static ModelMonitoringObjectiveConfig	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveConfig	parseFrom(ByteBuffer data)
static ModelMonitoringObjectiveConfig	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringObjectiveConfig>	parser()
ModelMonitoringObjectiveConfig.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Field Detail

TRAINING_DATASET_FIELD_NUMBER

public static final int TRAINING_DATASET_FIELD_NUMBER

See Also:

Constant Field Values

TRAINING_PREDICTION_SKEW_DETECTION_CONFIG_FIELD_NUMBER

public static final int TRAINING_PREDICTION_SKEW_DETECTION_CONFIG_FIELD_NUMBER

See Also:

Constant Field Values

PREDICTION_DRIFT_DETECTION_CONFIG_FIELD_NUMBER

public static final int PREDICTION_DRIFT_DETECTION_CONFIG_FIELD_NUMBER

See Also:

Constant Field Values

EXPLANATION_CONFIG_FIELD_NUMBER

public static final int EXPLANATION_CONFIG_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

hasTrainingDataset

public boolean hasTrainingDataset()

 Training dataset for models. This field has to be set only if
 TrainingPredictionSkewDetectionConfig is specified.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;

Specified by:

hasTrainingDataset in interface ModelMonitoringObjectiveConfigOrBuilder

Returns:

Whether the trainingDataset field is set.

getTrainingDataset

public ModelMonitoringObjectiveConfig.TrainingDataset getTrainingDataset()

 Training dataset for models. This field has to be set only if
 TrainingPredictionSkewDetectionConfig is specified.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;

Specified by:

getTrainingDataset in interface ModelMonitoringObjectiveConfigOrBuilder

Returns:

The trainingDataset.

getTrainingDatasetOrBuilder

public ModelMonitoringObjectiveConfig.TrainingDatasetOrBuilder getTrainingDatasetOrBuilder()

 Training dataset for models. This field has to be set only if
 TrainingPredictionSkewDetectionConfig is specified.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingDataset training_dataset = 1;

Specified by:

getTrainingDatasetOrBuilder in interface ModelMonitoringObjectiveConfigOrBuilder

hasTrainingPredictionSkewDetectionConfig

public boolean hasTrainingPredictionSkewDetectionConfig()

 The config for skew between training data and prediction data.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;

Specified by:

hasTrainingPredictionSkewDetectionConfig in interface ModelMonitoringObjectiveConfigOrBuilder

Returns:

Whether the trainingPredictionSkewDetectionConfig field is set.

getTrainingPredictionSkewDetectionConfig

public ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig getTrainingPredictionSkewDetectionConfig()

 The config for skew between training data and prediction data.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;

Specified by:

getTrainingPredictionSkewDetectionConfig in interface ModelMonitoringObjectiveConfigOrBuilder

Returns:

The trainingPredictionSkewDetectionConfig.

getTrainingPredictionSkewDetectionConfigOrBuilder

public ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfigOrBuilder getTrainingPredictionSkewDetectionConfigOrBuilder()

 The config for skew between training data and prediction data.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.TrainingPredictionSkewDetectionConfig training_prediction_skew_detection_config = 2;

Specified by:

getTrainingPredictionSkewDetectionConfigOrBuilder in interface ModelMonitoringObjectiveConfigOrBuilder

hasPredictionDriftDetectionConfig

public boolean hasPredictionDriftDetectionConfig()

 The config for drift of prediction data.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;

Specified by:

hasPredictionDriftDetectionConfig in interface ModelMonitoringObjectiveConfigOrBuilder

Returns:

Whether the predictionDriftDetectionConfig field is set.

getPredictionDriftDetectionConfig

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig getPredictionDriftDetectionConfig()

 The config for drift of prediction data.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;

Specified by:

getPredictionDriftDetectionConfig in interface ModelMonitoringObjectiveConfigOrBuilder

Returns:

The predictionDriftDetectionConfig.

getPredictionDriftDetectionConfigOrBuilder

public ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfigOrBuilder getPredictionDriftDetectionConfigOrBuilder()

 The config for drift of prediction data.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.PredictionDriftDetectionConfig prediction_drift_detection_config = 3;

Specified by:

getPredictionDriftDetectionConfigOrBuilder in interface ModelMonitoringObjectiveConfigOrBuilder

hasExplanationConfig

public boolean hasExplanationConfig()

 The config for integrating with Vertex Explainable AI.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;

Specified by:

hasExplanationConfig in interface ModelMonitoringObjectiveConfigOrBuilder

Returns:

Whether the explanationConfig field is set.

getExplanationConfig

public ModelMonitoringObjectiveConfig.ExplanationConfig getExplanationConfig()

 The config for integrating with Vertex Explainable AI.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;

Specified by:

getExplanationConfig in interface ModelMonitoringObjectiveConfigOrBuilder

Returns:

The explanationConfig.

getExplanationConfigOrBuilder

public ModelMonitoringObjectiveConfig.ExplanationConfigOrBuilder getExplanationConfigOrBuilder()

 The config for integrating with Vertex Explainable AI.
 

.google.cloud.aiplatform.v1.ModelMonitoringObjectiveConfig.ExplanationConfig explanation_config = 5;

Specified by:

getExplanationConfigOrBuilder in interface ModelMonitoringObjectiveConfigOrBuilder

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static ModelMonitoringObjectiveConfig parseFrom(ByteBuffer data)
                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveConfig parseFrom(ByteBuffer data,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveConfig parseFrom(com.google.protobuf.ByteString data)
                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveConfig parseFrom(com.google.protobuf.ByteString data,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveConfig parseFrom(byte[] data)
                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveConfig parseFrom(byte[] data,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveConfig parseFrom(InputStream input)
                                                throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringObjectiveConfig parseFrom(InputStream input,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws IOException

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringObjectiveConfig parseDelimitedFrom(InputStream input)
                                                         throws IOException

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringObjectiveConfig parseDelimitedFrom(InputStream input,
                                                                com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                         throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringObjectiveConfig parseFrom(com.google.protobuf.CodedInputStream input)
                                                throws IOException

Throws:

IOException

parseFrom

public static ModelMonitoringObjectiveConfig parseFrom(com.google.protobuf.CodedInputStream input,
                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                throws IOException

Throws:

IOException

newBuilderForType

public ModelMonitoringObjectiveConfig.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitoringObjectiveConfig.Builder newBuilder()

newBuilder

public static ModelMonitoringObjectiveConfig.Builder newBuilder(ModelMonitoringObjectiveConfig prototype)

toBuilder

public ModelMonitoringObjectiveConfig.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected ModelMonitoringObjectiveConfig.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitoringObjectiveConfig getDefaultInstance()

parser

public static com.google.protobuf.Parser<ModelMonitoringObjectiveConfig> parser()

getParserForType

public com.google.protobuf.Parser<ModelMonitoringObjectiveConfig> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public ModelMonitoringObjectiveConfig getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder