Package com.google.cloud.aiplatform.v1

Class FeaturestoreMonitoringConfig

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig

All Implemented Interfaces:

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

public final class FeaturestoreMonitoringConfig
extends com.google.protobuf.GeneratedMessageV3
implements FeaturestoreMonitoringConfigOrBuilder

 Configuration of how features in Featurestore are monitored.
 

Protobuf type google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	FeaturestoreMonitoringConfig.Builder	Configuration of how features in Featurestore are monitored.
static class	FeaturestoreMonitoringConfig.ImportFeaturesAnalysis	Configuration of the Featurestore's ImportFeature Analysis Based Monitoring.
static interface	FeaturestoreMonitoringConfig.ImportFeaturesAnalysisOrBuilder
static class	FeaturestoreMonitoringConfig.SnapshotAnalysis	Configuration of the Featurestore's Snapshot Analysis Based Monitoring.
static interface	FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder
static class	FeaturestoreMonitoringConfig.ThresholdConfig	The config for Featurestore Monitoring threshold.
static interface	FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder

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	Description
static int	CATEGORICAL_THRESHOLD_CONFIG_FIELD_NUMBER
static int	IMPORT_FEATURES_ANALYSIS_FIELD_NUMBER
static int	NUMERICAL_THRESHOLD_CONFIG_FIELD_NUMBER
static int	SNAPSHOT_ANALYSIS_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	Description
boolean	equals(Object obj)
FeaturestoreMonitoringConfig.ThresholdConfig	getCategoricalThresholdConfig()	Threshold for categorical features of anomaly detection.
FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder	getCategoricalThresholdConfigOrBuilder()	Threshold for categorical features of anomaly detection.
static FeaturestoreMonitoringConfig	getDefaultInstance()
FeaturestoreMonitoringConfig	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
FeaturestoreMonitoringConfig.ImportFeaturesAnalysis	getImportFeaturesAnalysis()	The config for ImportFeatures Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.ImportFeaturesAnalysisOrBuilder	getImportFeaturesAnalysisOrBuilder()	The config for ImportFeatures Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.ThresholdConfig	getNumericalThresholdConfig()	Threshold for numerical features of anomaly detection.
FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder	getNumericalThresholdConfigOrBuilder()	Threshold for numerical features of anomaly detection.
com.google.protobuf.Parser<FeaturestoreMonitoringConfig>	getParserForType()
int	getSerializedSize()
FeaturestoreMonitoringConfig.SnapshotAnalysis	getSnapshotAnalysis()	The config for Snapshot Analysis Based Feature Monitoring.
FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder	getSnapshotAnalysisOrBuilder()	The config for Snapshot Analysis Based Feature Monitoring.
boolean	hasCategoricalThresholdConfig()	Threshold for categorical features of anomaly detection.
int	hashCode()
boolean	hasImportFeaturesAnalysis()	The config for ImportFeatures Analysis Based Feature Monitoring.
boolean	hasNumericalThresholdConfig()	Threshold for numerical features of anomaly detection.
boolean	hasSnapshotAnalysis()	The config for Snapshot Analysis Based Feature Monitoring.
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static FeaturestoreMonitoringConfig.Builder	newBuilder()
static FeaturestoreMonitoringConfig.Builder	newBuilder(FeaturestoreMonitoringConfig prototype)
FeaturestoreMonitoringConfig.Builder	newBuilderForType()
protected FeaturestoreMonitoringConfig.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static FeaturestoreMonitoringConfig	parseDelimitedFrom(InputStream input)
static FeaturestoreMonitoringConfig	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeaturestoreMonitoringConfig	parseFrom(byte[] data)
static FeaturestoreMonitoringConfig	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeaturestoreMonitoringConfig	parseFrom(com.google.protobuf.ByteString data)
static FeaturestoreMonitoringConfig	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeaturestoreMonitoringConfig	parseFrom(com.google.protobuf.CodedInputStream input)
static FeaturestoreMonitoringConfig	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeaturestoreMonitoringConfig	parseFrom(InputStream input)
static FeaturestoreMonitoringConfig	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeaturestoreMonitoringConfig	parseFrom(ByteBuffer data)
static FeaturestoreMonitoringConfig	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<FeaturestoreMonitoringConfig>	parser()
FeaturestoreMonitoringConfig.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, 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.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface com.google.protobuf.MessageOrBuilder

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

Field Detail

SNAPSHOT_ANALYSIS_FIELD_NUMBER

public static final int SNAPSHOT_ANALYSIS_FIELD_NUMBER

See Also:

Constant Field Values

IMPORT_FEATURES_ANALYSIS_FIELD_NUMBER

public static final int IMPORT_FEATURES_ANALYSIS_FIELD_NUMBER

See Also:

Constant Field Values

NUMERICAL_THRESHOLD_CONFIG_FIELD_NUMBER

public static final int NUMERICAL_THRESHOLD_CONFIG_FIELD_NUMBER

See Also:

Constant Field Values

CATEGORICAL_THRESHOLD_CONFIG_FIELD_NUMBER

public static final int CATEGORICAL_THRESHOLD_CONFIG_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

hasSnapshotAnalysis

public boolean hasSnapshotAnalysis()

 The config for Snapshot Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

Specified by:

hasSnapshotAnalysis in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

Whether the snapshotAnalysis field is set.

getSnapshotAnalysis

public FeaturestoreMonitoringConfig.SnapshotAnalysis getSnapshotAnalysis()

 The config for Snapshot Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

Specified by:

getSnapshotAnalysis in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

The snapshotAnalysis.

getSnapshotAnalysisOrBuilder

public FeaturestoreMonitoringConfig.SnapshotAnalysisOrBuilder getSnapshotAnalysisOrBuilder()

 The config for Snapshot Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.SnapshotAnalysis snapshot_analysis = 1;

Specified by:

getSnapshotAnalysisOrBuilder in interface FeaturestoreMonitoringConfigOrBuilder

hasImportFeaturesAnalysis

public boolean hasImportFeaturesAnalysis()

 The config for ImportFeatures Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

Specified by:

hasImportFeaturesAnalysis in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

Whether the importFeaturesAnalysis field is set.

getImportFeaturesAnalysis

public FeaturestoreMonitoringConfig.ImportFeaturesAnalysis getImportFeaturesAnalysis()

 The config for ImportFeatures Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

Specified by:

getImportFeaturesAnalysis in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

The importFeaturesAnalysis.

getImportFeaturesAnalysisOrBuilder

public FeaturestoreMonitoringConfig.ImportFeaturesAnalysisOrBuilder getImportFeaturesAnalysisOrBuilder()

 The config for ImportFeatures Analysis Based Feature Monitoring.
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ImportFeaturesAnalysis import_features_analysis = 2;

Specified by:

getImportFeaturesAnalysisOrBuilder in interface FeaturestoreMonitoringConfigOrBuilder

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][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

Specified by:

hasNumericalThresholdConfig in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

Whether the numericalThresholdConfig field is set.

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][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

Specified by:

getNumericalThresholdConfig in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

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][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE
 or INT64).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig numerical_threshold_config = 3;

Specified by:

getNumericalThresholdConfigOrBuilder in interface FeaturestoreMonitoringConfigOrBuilder

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][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

Specified by:

hasCategoricalThresholdConfig in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

Whether the categoricalThresholdConfig field is set.

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][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

Specified by:

getCategoricalThresholdConfig in interface FeaturestoreMonitoringConfigOrBuilder

Returns:

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][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or
 STRING).
 

.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig categorical_threshold_config = 4;

Specified by:

getCategoricalThresholdConfigOrBuilder in interface FeaturestoreMonitoringConfigOrBuilder

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static FeaturestoreMonitoringConfig parseFrom(com.google.protobuf.ByteString data,
                                                     com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                              throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static FeaturestoreMonitoringConfig parseFrom(InputStream input)
                                              throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static FeaturestoreMonitoringConfig parseDelimitedFrom(InputStream input)
                                                       throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public FeaturestoreMonitoringConfig.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static FeaturestoreMonitoringConfig.Builder newBuilder()

newBuilder

public static FeaturestoreMonitoringConfig.Builder newBuilder(FeaturestoreMonitoringConfig prototype)

toBuilder

public FeaturestoreMonitoringConfig.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static FeaturestoreMonitoringConfig getDefaultInstance()

parser

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

getParserForType

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

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder