com.google.cloud.aiplatform.v1beta1

Class ModelMonitoringObjectiveSpec

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec

All Implemented Interfaces:

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

public final class ModelMonitoringObjectiveSpec
extends com.google.protobuf.GeneratedMessageV3
implements ModelMonitoringObjectiveSpecOrBuilder

 Monitoring objectives spec.
 

Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ModelMonitoringObjectiveSpec.Builder Monitoring objectives spec.
static class	ModelMonitoringObjectiveSpec.DataDriftSpec Data drift monitoring spec.
static interface	ModelMonitoringObjectiveSpec.DataDriftSpecOrBuilder
static class	ModelMonitoringObjectiveSpec.FeatureAttributionSpec Feature attribution monitoring spec.
static interface	ModelMonitoringObjectiveSpec.FeatureAttributionSpecOrBuilder
static class	ModelMonitoringObjectiveSpec.ObjectiveCase
static class	ModelMonitoringObjectiveSpec.TabularObjective Tabular monitoring objective.
static interface	ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder

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 and Description
static int	BASELINE_DATASET_FIELD_NUMBER
static int	EXPLANATION_SPEC_FIELD_NUMBER
static int	TABULAR_OBJECTIVE_FIELD_NUMBER
static int	TARGET_DATASET_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 and Description
boolean	equals(Object obj)
ModelMonitoringInput	getBaselineDataset() Baseline dataset.
ModelMonitoringInputOrBuilder	getBaselineDatasetOrBuilder() Baseline dataset.
static ModelMonitoringObjectiveSpec	getDefaultInstance()
ModelMonitoringObjectiveSpec	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
ExplanationSpec	getExplanationSpec() The explanation spec.
ExplanationSpecOrBuilder	getExplanationSpecOrBuilder() The explanation spec.
ModelMonitoringObjectiveSpec.ObjectiveCase	getObjectiveCase()
com.google.protobuf.Parser<ModelMonitoringObjectiveSpec>	getParserForType()
int	getSerializedSize()
ModelMonitoringObjectiveSpec.TabularObjective	getTabularObjective() Tabular monitoring objective.
ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder	getTabularObjectiveOrBuilder() Tabular monitoring objective.
ModelMonitoringInput	getTargetDataset() Target dataset.
ModelMonitoringInputOrBuilder	getTargetDatasetOrBuilder() Target dataset.
boolean	hasBaselineDataset() Baseline dataset.
boolean	hasExplanationSpec() The explanation spec.
int	hashCode()
boolean	hasTabularObjective() Tabular monitoring objective.
boolean	hasTargetDataset() Target dataset.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ModelMonitoringObjectiveSpec.Builder	newBuilder()
static ModelMonitoringObjectiveSpec.Builder	newBuilder(ModelMonitoringObjectiveSpec prototype)
ModelMonitoringObjectiveSpec.Builder	newBuilderForType()
protected ModelMonitoringObjectiveSpec.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ModelMonitoringObjectiveSpec	parseDelimitedFrom(InputStream input)
static ModelMonitoringObjectiveSpec	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec	parseFrom(byte[] data)
static ModelMonitoringObjectiveSpec	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec	parseFrom(ByteBuffer data)
static ModelMonitoringObjectiveSpec	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec	parseFrom(com.google.protobuf.ByteString data)
static ModelMonitoringObjectiveSpec	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec	parseFrom(com.google.protobuf.CodedInputStream input)
static ModelMonitoringObjectiveSpec	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ModelMonitoringObjectiveSpec	parseFrom(InputStream input)
static ModelMonitoringObjectiveSpec	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ModelMonitoringObjectiveSpec>	parser()
ModelMonitoringObjectiveSpec.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

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, 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.MessageOrBuilder

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

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Field Detail

TABULAR_OBJECTIVE_FIELD_NUMBER

public static final int TABULAR_OBJECTIVE_FIELD_NUMBER

See Also:

Constant Field Values

EXPLANATION_SPEC_FIELD_NUMBER

public static final int EXPLANATION_SPEC_FIELD_NUMBER

See Also:

Constant Field Values

BASELINE_DATASET_FIELD_NUMBER

public static final int BASELINE_DATASET_FIELD_NUMBER

See Also:

Constant Field Values

TARGET_DATASET_FIELD_NUMBER

public static final int TARGET_DATASET_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

getObjectiveCase

public ModelMonitoringObjectiveSpec.ObjectiveCase getObjectiveCase()

Specified by:

getObjectiveCase in interface ModelMonitoringObjectiveSpecOrBuilder

hasTabularObjective

public boolean hasTabularObjective()

 Tabular monitoring objective.
 

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

Specified by:

hasTabularObjective in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

Whether the tabularObjective field is set.

getTabularObjective

public ModelMonitoringObjectiveSpec.TabularObjective getTabularObjective()

 Tabular monitoring objective.
 

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

Specified by:

getTabularObjective in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

The tabularObjective.

getTabularObjectiveOrBuilder

public ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder getTabularObjectiveOrBuilder()

 Tabular monitoring objective.
 

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

Specified by:

getTabularObjectiveOrBuilder in interface ModelMonitoringObjectiveSpecOrBuilder

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;

Specified by:

hasExplanationSpec in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

Whether the explanationSpec field is set.

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;

Specified by:

getExplanationSpec in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

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;

Specified by:

getExplanationSpecOrBuilder in interface ModelMonitoringObjectiveSpecOrBuilder

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;

Specified by:

hasBaselineDataset in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

Whether the baselineDataset field is set.

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;

Specified by:

getBaselineDataset in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

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;

Specified by:

getBaselineDatasetOrBuilder in interface ModelMonitoringObjectiveSpecOrBuilder

hasTargetDataset

public boolean hasTargetDataset()

 Target dataset.
 

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

Specified by:

hasTargetDataset in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

Whether the targetDataset field is set.

getTargetDataset

public ModelMonitoringInput getTargetDataset()

 Target dataset.
 

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

Specified by:

getTargetDataset in interface ModelMonitoringObjectiveSpecOrBuilder

Returns:

The targetDataset.

getTargetDatasetOrBuilder

public ModelMonitoringInputOrBuilder getTargetDatasetOrBuilder()

 Target dataset.
 

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

Specified by:

getTargetDatasetOrBuilder in interface ModelMonitoringObjectiveSpecOrBuilder

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ModelMonitoringObjectiveSpec parseFrom(InputStream input)
                                              throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static ModelMonitoringObjectiveSpec parseDelimitedFrom(InputStream input)
                                                       throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public ModelMonitoringObjectiveSpec.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ModelMonitoringObjectiveSpec.Builder newBuilder()

newBuilder

public static ModelMonitoringObjectiveSpec.Builder newBuilder(ModelMonitoringObjectiveSpec prototype)

toBuilder

public ModelMonitoringObjectiveSpec.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ModelMonitoringObjectiveSpec getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<ModelMonitoringObjectiveSpec> 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 ModelMonitoringObjectiveSpec getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder