Class FeaturestoreMonitoringConfig (3.12.0)

Version 3.12.0

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public final class FeaturestoreMonitoringConfig extends GeneratedMessageV3 implements FeaturestoreMonitoringConfigOrBuilder

Configuration of how features in Featurestore are monitored.

Protobuf type google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig

Inheritance

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

Implements

FeaturestoreMonitoringConfigOrBuilder

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)

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)

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)

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

CATEGORICAL_THRESHOLD_CONFIG_FIELD_NUMBER

public static final int CATEGORICAL_THRESHOLD_CONFIG_FIELD_NUMBER

Field Value

Type	Description
int

IMPORT_FEATURES_ANALYSIS_FIELD_NUMBER

public static final int IMPORT_FEATURES_ANALYSIS_FIELD_NUMBER

Field Value

Type	Description
int

NUMERICAL_THRESHOLD_CONFIG_FIELD_NUMBER

public static final int NUMERICAL_THRESHOLD_CONFIG_FIELD_NUMBER

Field Value

Type	Description
int

SNAPSHOT_ANALYSIS_FIELD_NUMBER

public static final int SNAPSHOT_ANALYSIS_FIELD_NUMBER

Field Value

Type	Description
int

Static Methods

getDefaultInstance()

public static FeaturestoreMonitoringConfig getDefaultInstance()

Returns

Type	Description
FeaturestoreMonitoringConfig

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()

Returns

Type	Description
Descriptor

newBuilder()

public static FeaturestoreMonitoringConfig.Builder newBuilder()

Returns

Type	Description
FeaturestoreMonitoringConfig.Builder

newBuilder(FeaturestoreMonitoringConfig prototype)

public static FeaturestoreMonitoringConfig.Builder newBuilder(FeaturestoreMonitoringConfig prototype)

Parameter

Name	Description
prototype	FeaturestoreMonitoringConfig

Returns

Type	Description
FeaturestoreMonitoringConfig.Builder

parseDelimitedFrom(InputStream input)

public static FeaturestoreMonitoringConfig parseDelimitedFrom(InputStream input)

Parameter

Name	Description
input	InputStream

Returns

Type	Description
FeaturestoreMonitoringConfig

Exceptions

Type	Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
FeaturestoreMonitoringConfig

Exceptions

Type	Description
IOException

parseFrom(byte[] data)

public static FeaturestoreMonitoringConfig parseFrom(byte[] data)

Parameter

Name	Description
data	byte[]

Returns

Type	Description
FeaturestoreMonitoringConfig

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

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

Parameters

Name	Description
data	byte[]
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
FeaturestoreMonitoringConfig

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static FeaturestoreMonitoringConfig parseFrom(ByteString data)

Parameter

Name	Description
data	ByteString

Returns

Type	Description
FeaturestoreMonitoringConfig

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	ByteString
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
FeaturestoreMonitoringConfig

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static FeaturestoreMonitoringConfig parseFrom(CodedInputStream input)

Parameter

Name	Description
input	CodedInputStream

Returns

Type	Description
FeaturestoreMonitoringConfig

Exceptions

Type	Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	CodedInputStream
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
FeaturestoreMonitoringConfig

Exceptions

Type	Description
IOException

parseFrom(InputStream input)

public static FeaturestoreMonitoringConfig parseFrom(InputStream input)

Parameter

Name	Description
input	InputStream

Returns

Type	Description
FeaturestoreMonitoringConfig

Exceptions

Type	Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
input	InputStream
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
FeaturestoreMonitoringConfig

Exceptions

Type	Description
IOException

parseFrom(ByteBuffer data)

public static FeaturestoreMonitoringConfig parseFrom(ByteBuffer data)

Parameter

Name	Description
data	ByteBuffer

Returns

Type	Description
FeaturestoreMonitoringConfig

Exceptions

Type	Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

Parameters

Name	Description
data	ByteBuffer
extensionRegistry	ExtensionRegistryLite

Returns

Type	Description
FeaturestoreMonitoringConfig

Exceptions

Type	Description
InvalidProtocolBufferException

parser()

public static Parser<FeaturestoreMonitoringConfig> parser()

Returns

Type	Description
Parser<FeaturestoreMonitoringConfig>

Methods

equals(Object obj)

public boolean equals(Object obj)

Parameter

Name	Description
obj	Object

Returns

Type	Description
boolean

Overrides

AbstractMessage.equals(Object other)

getCategoricalThresholdConfig()

public FeaturestoreMonitoringConfig.ThresholdConfig getCategoricalThresholdConfig()

Threshold for categorical features of anomaly detection. This is shared by all types of Featurestore Monitoring for categorical features (i.e. Features with type (Feature.ValueType) BOOL or STRING).

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

Returns

Type	Description
FeaturestoreMonitoringConfig.ThresholdConfig	The categoricalThresholdConfig.

getCategoricalThresholdConfigOrBuilder()

public FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder getCategoricalThresholdConfigOrBuilder()

Threshold for categorical features of anomaly detection. This is shared by all types of Featurestore Monitoring for categorical features (i.e. Features with type (Feature.ValueType) BOOL or STRING).

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

Returns

Type	Description
FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder

getDefaultInstanceForType()

public FeaturestoreMonitoringConfig getDefaultInstanceForType()

Returns

Type	Description
FeaturestoreMonitoringConfig

getImportFeaturesAnalysis()

public FeaturestoreMonitoringConfig.ImportFeaturesAnalysis getImportFeaturesAnalysis()

The config for ImportFeatures Analysis Based Feature Monitoring.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

Returns

Type	Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis	The importFeaturesAnalysis.

getImportFeaturesAnalysisOrBuilder()

public FeaturestoreMonitoringConfig.ImportFeaturesAnalysisOrBuilder getImportFeaturesAnalysisOrBuilder()

The config for ImportFeatures Analysis Based Feature Monitoring.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

Returns

Type	Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysisOrBuilder

getNumericalThresholdConfig()

public FeaturestoreMonitoringConfig.ThresholdConfig getNumericalThresholdConfig()

Threshold for numerical features of anomaly detection. This is shared by all objectives of Featurestore Monitoring for numerical features (i.e. Features with type (Feature.ValueType) DOUBLE or INT64).

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

Returns

Type	Description
FeaturestoreMonitoringConfig.ThresholdConfig	The numericalThresholdConfig.

getNumericalThresholdConfigOrBuilder()

public FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder getNumericalThresholdConfigOrBuilder()

Threshold for numerical features of anomaly detection. This is shared by all objectives of Featurestore Monitoring for numerical features (i.e. Features with type (Feature.ValueType) DOUBLE or INT64).

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

Returns

Type	Description
FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder

getParserForType()

public Parser<FeaturestoreMonitoringConfig> getParserForType()

Returns

Type	Description
Parser<FeaturestoreMonitoringConfig>

Overrides

GeneratedMessageV3.getParserForType()

getSerializedSize()

public int getSerializedSize()

Returns

Type	Description
int

Overrides

GeneratedMessageV3.getSerializedSize()

getSnapshotAnalysis()

public FeaturestoreMonitoringConfig.SnapshotAnalysis getSnapshotAnalysis()

The config for Snapshot Analysis Based Feature Monitoring.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysis	The snapshotAnalysis.

getSnapshotAnalysisOrBuilder()

public FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder getSnapshotAnalysisOrBuilder()

The config for Snapshot Analysis Based Feature Monitoring.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

Returns

Type	Description
FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder

getUnknownFields()

public final UnknownFieldSet getUnknownFields()

Returns

Type	Description
UnknownFieldSet

Overrides

GeneratedMessageV3.getUnknownFields()

hasCategoricalThresholdConfig()

public boolean hasCategoricalThresholdConfig()

Threshold for categorical features of anomaly detection. This is shared by all types of Featurestore Monitoring for categorical features (i.e. Features with type (Feature.ValueType) BOOL or STRING).

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

Returns

Type	Description
boolean	Whether the categoricalThresholdConfig field is set.

hasImportFeaturesAnalysis()

public boolean hasImportFeaturesAnalysis()

The config for ImportFeatures Analysis Based Feature Monitoring.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

Returns

Type	Description
boolean	Whether the importFeaturesAnalysis field is set.

hasNumericalThresholdConfig()

public boolean hasNumericalThresholdConfig()

Threshold for numerical features of anomaly detection. This is shared by all objectives of Featurestore Monitoring for numerical features (i.e. Features with type (Feature.ValueType) DOUBLE or INT64).

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

Returns

Type	Description
boolean	Whether the numericalThresholdConfig field is set.

hasSnapshotAnalysis()

public boolean hasSnapshotAnalysis()

The config for Snapshot Analysis Based Feature Monitoring.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

Returns

Type	Description
boolean	Whether the snapshotAnalysis 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 FeaturestoreMonitoringConfig.Builder newBuilderForType()

Returns

Type	Description
FeaturestoreMonitoringConfig.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected FeaturestoreMonitoringConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)

Parameter

Name	Description
parent	BuilderParent

Returns

Type	Description
FeaturestoreMonitoringConfig.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 FeaturestoreMonitoringConfig.Builder toBuilder()

Returns

Type	Description
FeaturestoreMonitoringConfig.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)

Parameter

Name	Description
output	CodedOutputStream

Overrides

GeneratedMessageV3.writeTo(CodedOutputStream output)

Exceptions

Type	Description
IOException