Class FeaturestoreMonitoringConfig.ImportFeaturesAnalysis (3.45.0)

public static final class FeaturestoreMonitoringConfig.ImportFeaturesAnalysis extends GeneratedMessageV3 implements FeaturestoreMonitoringConfig.ImportFeaturesAnalysisOrBuilder

Configuration of the Featurestore's ImportFeature Analysis Based Monitoring. This type of analysis generates statistics for values of each Feature imported by every ImportFeatureValues operation.

Protobuf type google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis

Inheritance

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

Static Fields

ANOMALY_DETECTION_BASELINE_FIELD_NUMBER

public static final int ANOMALY_DETECTION_BASELINE_FIELD_NUMBER
Field Value
Type Description
int

STATE_FIELD_NUMBER

public static final int STATE_FIELD_NUMBER
Field Value
Type Description
int

Static Methods

getDefaultInstance()

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis getDefaultInstance()
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
Type Description
Descriptor

newBuilder()

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder newBuilder()
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder

newBuilder(FeaturestoreMonitoringConfig.ImportFeaturesAnalysis prototype)

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder newBuilder(FeaturestoreMonitoringConfig.ImportFeaturesAnalysis prototype)
Parameter
Name Description
prototype FeaturestoreMonitoringConfig.ImportFeaturesAnalysis
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder

parseDelimitedFrom(InputStream input)

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis parseDelimitedFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis
Exceptions
Type Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis
Exceptions
Type Description
IOException

parseFrom(byte[] data)

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis parseFrom(byte[] data)
Parameter
Name Description
data byte[]
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data byte[]
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data)

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis parseFrom(ByteString data)
Parameter
Name Description
data ByteString
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteString
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis parseFrom(CodedInputStream input)
Parameter
Name Description
input CodedInputStream
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis
Exceptions
Type Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis
Exceptions
Type Description
IOException

parseFrom(InputStream input)

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis parseFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis
Exceptions
Type Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input InputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis
Exceptions
Type Description
IOException

parseFrom(ByteBuffer data)

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis parseFrom(ByteBuffer data)
Parameter
Name Description
data ByteBuffer
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.ImportFeaturesAnalysis parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
data ByteBuffer
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis
Exceptions
Type Description
InvalidProtocolBufferException

parser()

public static Parser<FeaturestoreMonitoringConfig.ImportFeaturesAnalysis> parser()
Returns
Type Description
Parser<ImportFeaturesAnalysis>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
Name Description
obj Object
Returns
Type Description
boolean
Overrides

getAnomalyDetectionBaseline()

public FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Baseline getAnomalyDetectionBaseline()

The baseline used to do anomaly detection for the statistics generated by import features analysis.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Baseline anomaly_detection_baseline = 2;

Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Baseline

The anomalyDetectionBaseline.

getAnomalyDetectionBaselineValue()

public int getAnomalyDetectionBaselineValue()

The baseline used to do anomaly detection for the statistics generated by import features analysis.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Baseline anomaly_detection_baseline = 2;

Returns
Type Description
int

The enum numeric value on the wire for anomalyDetectionBaseline.

getDefaultInstanceForType()

public FeaturestoreMonitoringConfig.ImportFeaturesAnalysis getDefaultInstanceForType()
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis

getParserForType()

public Parser<FeaturestoreMonitoringConfig.ImportFeaturesAnalysis> getParserForType()
Returns
Type Description
Parser<ImportFeaturesAnalysis>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
Type Description
int
Overrides

getState()

public FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.State getState()

Whether to enable / disable / inherite default hebavior for import features analysis.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.State state = 1;

Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.State

The state.

getStateValue()

public int getStateValue()

Whether to enable / disable / inherite default hebavior for import features analysis.

.google.cloud.aiplatform.v1beta1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.State state = 1;

Returns
Type Description
int

The enum numeric value on the wire for state.

hashCode()

public int hashCode()
Returns
Type Description
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

newBuilderForType()

public FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder newBuilderForType()
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
Name Description
parent BuilderParent
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
Name Description
unused UnusedPrivateParameter
Returns
Type Description
Object
Overrides

toBuilder()

public FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder toBuilder()
Returns
Type Description
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
Name Description
output CodedOutputStream
Overrides
Exceptions
Type Description
IOException