Class ModelMonitoringObjectiveSpec.TabularObjective (3.50.0)

Version 3.50.0

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public static final class ModelMonitoringObjectiveSpec.TabularObjective extends GeneratedMessageV3 implements ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Tabular monitoring objective.

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

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ModelMonitoringObjectiveSpec.TabularObjective

Implements

ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

Inherited Members

AbstractMessage.equals(Object)

AbstractMessage.findInitializationErrors()

AbstractMessage.getInitializationErrorString()

AbstractMessage.hashBoolean(boolean)

AbstractMessage.hashCode()

AbstractMessage.hashEnum(Internal.EnumLite)

AbstractMessage.hashEnumList(List<? extends Internal.EnumLite>)

AbstractMessage.hashFields(int,Map<Descriptors.FieldDescriptor,Object>)

AbstractMessage.hashLong(long)

AbstractMessage.toString()

AbstractMessageLite.<T>addAll(Iterable<T>,Collection<? super T>)

AbstractMessageLite.<T>addAll(Iterable<T>,List<? super T>)

AbstractMessageLite.checkByteStringIsUtf8(ByteString)

AbstractMessageLite.toByteArray()

AbstractMessageLite.toByteString()

AbstractMessageLite.writeDelimitedTo(OutputStream)

AbstractMessageLite.writeTo(OutputStream)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)

com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT,int)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseDelimitedWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream)

GeneratedMessageV3.<M>parseWithIOException(Parser<M>,InputStream,ExtensionRegistryLite)

com.google.protobuf.GeneratedMessageV3.<T>emptyList(java.lang.Class<T>)

GeneratedMessageV3.<V>serializeBooleanMapTo(CodedOutputStream,MapField<Boolean,V>,MapEntry<Boolean,V>,int)

GeneratedMessageV3.<V>serializeIntegerMapTo(CodedOutputStream,MapField<Integer,V>,MapEntry<Integer,V>,int)

GeneratedMessageV3.<V>serializeLongMapTo(CodedOutputStream,MapField<Long,V>,MapEntry<Long,V>,int)

GeneratedMessageV3.<V>serializeStringMapTo(CodedOutputStream,MapField<String,V>,MapEntry<String,V>,int)

GeneratedMessageV3.canUseUnsafe()

GeneratedMessageV3.computeStringSize(int,Object)

GeneratedMessageV3.computeStringSizeNoTag(Object)

GeneratedMessageV3.emptyBooleanList()

GeneratedMessageV3.emptyDoubleList()

GeneratedMessageV3.emptyFloatList()

GeneratedMessageV3.emptyIntList()

GeneratedMessageV3.emptyLongList()

GeneratedMessageV3.getAllFields()

GeneratedMessageV3.getDescriptorForType()

GeneratedMessageV3.getField(Descriptors.FieldDescriptor)

GeneratedMessageV3.getOneofFieldDescriptor(Descriptors.OneofDescriptor)

GeneratedMessageV3.getParserForType()

GeneratedMessageV3.getRepeatedField(Descriptors.FieldDescriptor,int)

GeneratedMessageV3.getRepeatedFieldCount(Descriptors.FieldDescriptor)

GeneratedMessageV3.getSerializedSize()

GeneratedMessageV3.getUnknownFields()

GeneratedMessageV3.hasField(Descriptors.FieldDescriptor)

GeneratedMessageV3.hasOneof(Descriptors.OneofDescriptor)

GeneratedMessageV3.internalGetFieldAccessorTable()

GeneratedMessageV3.internalGetMapField(int)

com.google.protobuf.GeneratedMessageV3.internalGetMapFieldReflection(int)

GeneratedMessageV3.isInitialized()

GeneratedMessageV3.isStringEmpty(Object)

GeneratedMessageV3.makeExtensionsImmutable()

GeneratedMessageV3.mergeFromAndMakeImmutableInternal(CodedInputStream,ExtensionRegistryLite)

GeneratedMessageV3.mutableCopy(Internal.BooleanList)

GeneratedMessageV3.mutableCopy(Internal.DoubleList)

GeneratedMessageV3.mutableCopy(Internal.FloatList)

GeneratedMessageV3.mutableCopy(Internal.IntList)

GeneratedMessageV3.mutableCopy(Internal.LongList)

GeneratedMessageV3.newBooleanList()

GeneratedMessageV3.newBuilderForType(AbstractMessage.BuilderParent)

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent)

GeneratedMessageV3.newDoubleList()

GeneratedMessageV3.newFloatList()

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter)

GeneratedMessageV3.newIntList()

GeneratedMessageV3.newLongList()

GeneratedMessageV3.parseUnknownField(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.parseUnknownFieldProto3(CodedInputStream,UnknownFieldSet.Builder,ExtensionRegistryLite,int)

GeneratedMessageV3.writeReplace()

GeneratedMessageV3.writeString(CodedOutputStream,int,Object)

GeneratedMessageV3.writeStringNoTag(CodedOutputStream,Object)

GeneratedMessageV3.writeTo(CodedOutputStream)

Object.clone()

Object.finalize()

Object.getClass()

Object.notify()

Object.notifyAll()

Object.wait()

Object.wait(long)

Object.wait(long,int)

Static Fields

FEATURE_ATTRIBUTION_SPEC_FIELD_NUMBER

public static final int FEATURE_ATTRIBUTION_SPEC_FIELD_NUMBER

Field Value
Type	Description
int

FEATURE_DRIFT_SPEC_FIELD_NUMBER

public static final int FEATURE_DRIFT_SPEC_FIELD_NUMBER

Field Value
Type	Description
int

PREDICTION_OUTPUT_DRIFT_SPEC_FIELD_NUMBER

public static final int PREDICTION_OUTPUT_DRIFT_SPEC_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static ModelMonitoringObjectiveSpec.TabularObjective getDefaultInstance()

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static ModelMonitoringObjectiveSpec.TabularObjective.Builder newBuilder()

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

newBuilder(ModelMonitoringObjectiveSpec.TabularObjective prototype)

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

Parameter
Name	Description
prototype	ModelMonitoringObjectiveSpec.TabularObjective

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

parseDelimitedFrom(InputStream input)

public static ModelMonitoringObjectiveSpec.TabularObjective parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveSpec.TabularObjective parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static ModelMonitoringObjectiveSpec.TabularObjective parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveSpec.TabularObjective parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static ModelMonitoringObjectiveSpec.TabularObjective parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveSpec.TabularObjective parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static ModelMonitoringObjectiveSpec.TabularObjective parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveSpec.TabularObjective parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static ModelMonitoringObjectiveSpec.TabularObjective parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveSpec.TabularObjective parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static ModelMonitoringObjectiveSpec.TabularObjective parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveSpec.TabularObjective parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<ModelMonitoringObjectiveSpec.TabularObjective> parser()

Returns
Type	Description
Parser<TabularObjective>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
obj	Object

Returns
Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getDefaultInstanceForType()

public ModelMonitoringObjectiveSpec.TabularObjective getDefaultInstanceForType()

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective

getFeatureAttributionSpec()

public ModelMonitoringObjectiveSpec.FeatureAttributionSpec getFeatureAttributionSpec()

Feature attribution monitoring spec.

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

Returns
Type	Description
ModelMonitoringObjectiveSpec.FeatureAttributionSpec	The featureAttributionSpec.

getFeatureAttributionSpecOrBuilder()

public ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder getFeatureAttributionSpecOrBuilder()

Feature attribution monitoring spec.

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

Returns
Type	Description
ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder

getFeatureDriftSpec()

public ModelMonitoringObjectiveSpec.DataDriftSpec getFeatureDriftSpec()

Input feature distribution drift monitoring spec.

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

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpec	The featureDriftSpec.

getFeatureDriftSpecOrBuilder()

public ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder getFeatureDriftSpecOrBuilder()

Input feature distribution drift monitoring spec.

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

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

getParserForType()

public Parser<ModelMonitoringObjectiveSpec.TabularObjective> getParserForType()

Returns
Type	Description
Parser<TabularObjective>

Overrides

GeneratedMessageV3.getParserForType()

getPredictionOutputDriftSpec()

public ModelMonitoringObjectiveSpec.DataDriftSpec getPredictionOutputDriftSpec()

Prediction output distribution drift monitoring spec.

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

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpec	The predictionOutputDriftSpec.

getPredictionOutputDriftSpecOrBuilder()

public ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder getPredictionOutputDriftSpecOrBuilder()

Prediction output distribution drift monitoring spec.

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

Returns
Type	Description
ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

hasFeatureAttributionSpec()

public boolean hasFeatureAttributionSpec()

Feature attribution monitoring spec.

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

Returns
Type	Description
boolean	Whether the featureAttributionSpec field is set.

hasFeatureDriftSpec()

public boolean hasFeatureDriftSpec()

Input feature distribution drift monitoring spec.

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

Returns
Type	Description
boolean	Whether the featureDriftSpec field is set.

hasPredictionOutputDriftSpec()

public boolean hasPredictionOutputDriftSpec()

Prediction output distribution drift monitoring spec.

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

Returns
Type	Description
boolean	Whether the predictionOutputDriftSpec field is set.

hashCode()

public int hashCode()

Returns
Type	Description
int

Overrides

AbstractMessage.hashCode()

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Returns
Type	Description
FieldAccessorTable

Overrides

GeneratedMessageV3.internalGetFieldAccessorTable()

isInitialized()

public final boolean isInitialized()

Returns
Type	Description
boolean

Overrides

GeneratedMessageV3.isInitialized()

newBuilderForType()

public ModelMonitoringObjectiveSpec.TabularObjective.Builder newBuilderForType()

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected ModelMonitoringObjectiveSpec.TabularObjective.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

Overrides

GeneratedMessageV3.newBuilderForType(GeneratedMessageV3.BuilderParent parent)

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

Parameter
Name	Description
unused	UnusedPrivateParameter

Returns
Type	Description
Object

Overrides

GeneratedMessageV3.newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

toBuilder()

public ModelMonitoringObjectiveSpec.TabularObjective.Builder toBuilder()

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException