Class ModelMonitoringObjectiveSpec (3.44.0)

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public final class ModelMonitoringObjectiveSpec extends GeneratedMessageV3 implements ModelMonitoringObjectiveSpecOrBuilder

Monitoring objectives spec.

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec

Inheritance

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

Implements

ModelMonitoringObjectiveSpecOrBuilder

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

BASELINE_DATASET_FIELD_NUMBER

public static final int BASELINE_DATASET_FIELD_NUMBER

Field Value
Type	Description
int

EXPLANATION_SPEC_FIELD_NUMBER

public static final int EXPLANATION_SPEC_FIELD_NUMBER

Field Value
Type	Description
int

TABULAR_OBJECTIVE_FIELD_NUMBER

public static final int TABULAR_OBJECTIVE_FIELD_NUMBER

Field Value
Type	Description
int

TARGET_DATASET_FIELD_NUMBER

public static final int TARGET_DATASET_FIELD_NUMBER

Field Value
Type	Description
int

Static Methods

getDefaultInstance()

public static ModelMonitoringObjectiveSpec getDefaultInstance()

Returns
Type	Description
ModelMonitoringObjectiveSpec

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns
Type	Description
Descriptor

newBuilder()

public static ModelMonitoringObjectiveSpec.Builder newBuilder()

Returns
Type	Description
ModelMonitoringObjectiveSpec.Builder

newBuilder(ModelMonitoringObjectiveSpec prototype)

public static ModelMonitoringObjectiveSpec.Builder newBuilder(ModelMonitoringObjectiveSpec prototype)

Parameter
Name	Description
prototype	ModelMonitoringObjectiveSpec

Returns
Type	Description
ModelMonitoringObjectiveSpec.Builder

parseDelimitedFrom(InputStream input)

public static ModelMonitoringObjectiveSpec parseDelimitedFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ModelMonitoringObjectiveSpec

Exceptions
Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveSpec parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveSpec

Exceptions
Type	Description
IOException

parseFrom(byte[] data)

public static ModelMonitoringObjectiveSpec parseFrom(byte[] data)

Parameter
Name	Description
data	byte[]

Returns
Type	Description
ModelMonitoringObjectiveSpec

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

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

Parameters
Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveSpec

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static ModelMonitoringObjectiveSpec parseFrom(ByteString data)

Parameter
Name	Description
data	ByteString

Returns
Type	Description
ModelMonitoringObjectiveSpec

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveSpec parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveSpec

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static ModelMonitoringObjectiveSpec parseFrom(CodedInputStream input)

Parameter
Name	Description
input	CodedInputStream

Returns
Type	Description
ModelMonitoringObjectiveSpec

Exceptions
Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveSpec parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveSpec

Exceptions
Type	Description
IOException

parseFrom(InputStream input)

public static ModelMonitoringObjectiveSpec parseFrom(InputStream input)

Parameter
Name	Description
input	InputStream

Returns
Type	Description
ModelMonitoringObjectiveSpec

Exceptions
Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveSpec parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveSpec

Exceptions
Type	Description
IOException

parseFrom(ByteBuffer data)

public static ModelMonitoringObjectiveSpec parseFrom(ByteBuffer data)

Parameter
Name	Description
data	ByteBuffer

Returns
Type	Description
ModelMonitoringObjectiveSpec

Exceptions
Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static ModelMonitoringObjectiveSpec parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters
Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns
Type	Description
ModelMonitoringObjectiveSpec

Exceptions
Type	Description
InvalidProtocolBufferException

parser()

public static Parser<ModelMonitoringObjectiveSpec> parser()

Returns
Type	Description
Parser<ModelMonitoringObjectiveSpec>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter
Name	Description
obj	Object

Returns
Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getBaselineDataset()

public ModelMonitoringInput getBaselineDataset()

Baseline dataset. It could be the training dataset or production serving dataset from a previous period.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

Returns
Type	Description
ModelMonitoringInput	The baselineDataset.

getBaselineDatasetOrBuilder()

public ModelMonitoringInputOrBuilder getBaselineDatasetOrBuilder()

Baseline dataset. It could be the training dataset or production serving dataset from a previous period.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

Returns
Type	Description
ModelMonitoringInputOrBuilder

getDefaultInstanceForType()

public ModelMonitoringObjectiveSpec getDefaultInstanceForType()

Returns
Type	Description
ModelMonitoringObjectiveSpec

getExplanationSpec()

public ExplanationSpec getExplanationSpec()

The explanation spec. This spec is required when the objectives spec includes feature attribution objectives.

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

Returns
Type	Description
ExplanationSpec	The explanationSpec.

getExplanationSpecOrBuilder()

public ExplanationSpecOrBuilder getExplanationSpecOrBuilder()

The explanation spec. This spec is required when the objectives spec includes feature attribution objectives.

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

Returns
Type	Description
ExplanationSpecOrBuilder

getObjectiveCase()

public ModelMonitoringObjectiveSpec.ObjectiveCase getObjectiveCase()

Returns
Type	Description
ModelMonitoringObjectiveSpec.ObjectiveCase

getParserForType()

public Parser<ModelMonitoringObjectiveSpec> getParserForType()

Returns
Type	Description
Parser<ModelMonitoringObjectiveSpec>

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns
Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

getTabularObjective()

public ModelMonitoringObjectiveSpec.TabularObjective getTabularObjective()

Tabular monitoring objective.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjective	The tabularObjective.

getTabularObjectiveOrBuilder()

public ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder getTabularObjectiveOrBuilder()

Tabular monitoring objective.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

Returns
Type	Description
ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

getTargetDataset()

public ModelMonitoringInput getTargetDataset()

Target dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

Returns
Type	Description
ModelMonitoringInput	The targetDataset.

getTargetDatasetOrBuilder()

public ModelMonitoringInputOrBuilder getTargetDatasetOrBuilder()

Target dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

Returns
Type	Description
ModelMonitoringInputOrBuilder

hasBaselineDataset()

public boolean hasBaselineDataset()

Baseline dataset. It could be the training dataset or production serving dataset from a previous period.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

Returns
Type	Description
boolean	Whether the baselineDataset field is set.

hasExplanationSpec()

public boolean hasExplanationSpec()

The explanation spec. This spec is required when the objectives spec includes feature attribution objectives.

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

Returns
Type	Description
boolean	Whether the explanationSpec field is set.

hasTabularObjective()

public boolean hasTabularObjective()

Tabular monitoring objective.

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

Returns
Type	Description
boolean	Whether the tabularObjective field is set.

hasTargetDataset()

public boolean hasTargetDataset()

Target dataset.

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

Returns
Type	Description
boolean	Whether the targetDataset 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.Builder newBuilderForType()

Returns
Type	Description
ModelMonitoringObjectiveSpec.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected ModelMonitoringObjectiveSpec.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter
Name	Description
parent	BuilderParent

Returns
Type	Description
ModelMonitoringObjectiveSpec.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.Builder toBuilder()

Returns
Type	Description
ModelMonitoringObjectiveSpec.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter
Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions
Type	Description
IOException