Package com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringObjectiveSpec.TabularObjective

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessage

com.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective

All Implemented Interfaces:

ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

ModelMonitoringObjectiveSpec

public static final class ModelMonitoringObjectiveSpec.TabularObjective
extends com.google.protobuf.GeneratedMessage
implements ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

 Tabular monitoring objective.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	ModelMonitoringObjectiveSpec.TabularObjective.Builder	Tabular monitoring objective.

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

com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.FieldAccessorTable, com.google.protobuf.GeneratedMessage.GeneratedExtension<ContainingT extends com.google.protobuf.Message,T extends Object>, com.google.protobuf.GeneratedMessage.UnusedPrivateParameter

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

com.google.protobuf.AbstractMessage.BuilderParent

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

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field	Description
static final int	FEATURE_ATTRIBUTION_SPEC_FIELD_NUMBER
static final int	FEATURE_DRIFT_SPEC_FIELD_NUMBER
static final int	PREDICTION_OUTPUT_DRIFT_SPEC_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessage

alwaysUseFieldBuilders, loggedPre22TypeNames, 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 ModelMonitoringObjectiveSpec.TabularObjective	getDefaultInstance()
ModelMonitoringObjectiveSpec.TabularObjective	getDefaultInstanceForType()
static final com.google.protobuf.Descriptors.Descriptor	getDescriptor()
ModelMonitoringObjectiveSpec.FeatureAttributionSpec	getFeatureAttributionSpec()	Feature attribution monitoring spec.
ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder	getFeatureAttributionSpecOrBuilder()	Feature attribution monitoring spec.
ModelMonitoringObjectiveSpec.DataDriftSpec	getFeatureDriftSpec()	Input feature distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder	getFeatureDriftSpecOrBuilder()	Input feature distribution drift monitoring spec.
com.google.protobuf.Parser<ModelMonitoringObjectiveSpec.TabularObjective>	getParserForType()
ModelMonitoringObjectiveSpec.DataDriftSpec	getPredictionOutputDriftSpec()	Prediction output distribution drift monitoring spec.
ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder	getPredictionOutputDriftSpecOrBuilder()	Prediction output distribution drift monitoring spec.
int	getSerializedSize()
boolean	hasFeatureAttributionSpec()	Feature attribution monitoring spec.
boolean	hasFeatureDriftSpec()	Input feature distribution drift monitoring spec.
int	hashCode()
boolean	hasPredictionOutputDriftSpec()	Prediction output distribution drift monitoring spec.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
static ModelMonitoringObjectiveSpec.TabularObjective.Builder	newBuilder()
static ModelMonitoringObjectiveSpec.TabularObjective.Builder	newBuilder(ModelMonitoringObjectiveSpec.TabularObjective prototype)
ModelMonitoringObjectiveSpec.TabularObjective.Builder	newBuilderForType()
protected ModelMonitoringObjectiveSpec.TabularObjective.Builder	newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
static ModelMonitoringObjectiveSpec.TabularObjective	parseDelimitedFrom(InputStream input)
static ModelMonitoringObjectiveSpec.TabularObjective	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec.TabularObjective	parseFrom(byte[] data)
static ModelMonitoringObjectiveSpec.TabularObjective	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec.TabularObjective	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringObjectiveSpec.TabularObjective	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec.TabularObjective	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringObjectiveSpec.TabularObjective	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec.TabularObjective	parseFrom(InputStream input)
static ModelMonitoringObjectiveSpec.TabularObjective	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec.TabularObjective	parseFrom(ByteBuffer data)
static ModelMonitoringObjectiveSpec.TabularObjective	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringObjectiveSpec.TabularObjective>	parser()
ModelMonitoringObjectiveSpec.TabularObjective.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessage

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, makeMutableCopy, mergeFromAndMakeImmutableInternal, newFileScopedGeneratedExtension, newInstance, newMessageScopedGeneratedExtension, 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, hashFields, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

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 Details

FEATURE_DRIFT_SPEC_FIELD_NUMBER

public static final int FEATURE_DRIFT_SPEC_FIELD_NUMBER

See Also:

• Constant Field Values

PREDICTION_OUTPUT_DRIFT_SPEC_FIELD_NUMBER

public static final int PREDICTION_OUTPUT_DRIFT_SPEC_FIELD_NUMBER

See Also:

• Constant Field Values

FEATURE_ATTRIBUTION_SPEC_FIELD_NUMBER

public static final int FEATURE_ATTRIBUTION_SPEC_FIELD_NUMBER

See Also:

• Constant Field Values

Method Details

getDescriptor

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

internalGetFieldAccessorTable

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

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

hasFeatureDriftSpec

public boolean hasFeatureDriftSpec()

 Input feature distribution drift monitoring spec.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Specified by:

hasFeatureDriftSpec in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Returns:

Whether the featureDriftSpec field is set.

getFeatureDriftSpec

public ModelMonitoringObjectiveSpec.DataDriftSpec getFeatureDriftSpec()

 Input feature distribution drift monitoring spec.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Specified by:

getFeatureDriftSpec in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Returns:

The featureDriftSpec.

getFeatureDriftSpecOrBuilder

public ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder getFeatureDriftSpecOrBuilder()

 Input feature distribution drift monitoring spec.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec feature_drift_spec = 10;

Specified by:

getFeatureDriftSpecOrBuilder in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

hasPredictionOutputDriftSpec

public boolean hasPredictionOutputDriftSpec()

 Prediction output distribution drift monitoring spec.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Specified by:

hasPredictionOutputDriftSpec in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Returns:

Whether the predictionOutputDriftSpec field is set.

getPredictionOutputDriftSpec

public ModelMonitoringObjectiveSpec.DataDriftSpec getPredictionOutputDriftSpec()

 Prediction output distribution drift monitoring spec.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Specified by:

getPredictionOutputDriftSpec in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Returns:

The predictionOutputDriftSpec.

getPredictionOutputDriftSpecOrBuilder

public ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder getPredictionOutputDriftSpecOrBuilder()

 Prediction output distribution drift monitoring spec.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.DataDriftSpec prediction_output_drift_spec = 11;

Specified by:

getPredictionOutputDriftSpecOrBuilder in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

hasFeatureAttributionSpec

public boolean hasFeatureAttributionSpec()

 Feature attribution monitoring spec.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Specified by:

hasFeatureAttributionSpec in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Returns:

Whether the featureAttributionSpec field is set.

getFeatureAttributionSpec

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec getFeatureAttributionSpec()

 Feature attribution monitoring spec.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Specified by:

getFeatureAttributionSpec in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Returns:

The featureAttributionSpec.

getFeatureAttributionSpecOrBuilder

public ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder getFeatureAttributionSpecOrBuilder()

 Feature attribution monitoring spec.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.FeatureAttributionSpec feature_attribution_spec = 12;

Specified by:

getFeatureAttributionSpecOrBuilder in interface ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage

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.GeneratedMessage

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessage

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 ModelMonitoringObjectiveSpec.TabularObjective parseFrom(ByteBuffer data)
                                                               throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveSpec.TabularObjective parseFrom(InputStream input)
                                                               throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringObjectiveSpec.TabularObjective parseDelimitedFrom(InputStream input)
                                                                        throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelMonitoringObjectiveSpec.TabularObjective.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitoringObjectiveSpec.TabularObjective.Builder newBuilder()

newBuilder

public static ModelMonitoringObjectiveSpec.TabularObjective.Builder newBuilder(ModelMonitoringObjectiveSpec.TabularObjective prototype)

toBuilder

public ModelMonitoringObjectiveSpec.TabularObjective.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected ModelMonitoringObjectiveSpec.TabularObjective.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)

Overrides:

newBuilderForType in class com.google.protobuf.AbstractMessage

getDefaultInstance

public static ModelMonitoringObjectiveSpec.TabularObjective getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ModelMonitoringObjectiveSpec.TabularObjective> 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.GeneratedMessage

getDefaultInstanceForType

public ModelMonitoringObjectiveSpec.TabularObjective getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder