Package com.google.cloud.aiplatform.v1

Class FeaturestoreMonitoringConfig.ThresholdConfig

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessage

com.google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig

All Implemented Interfaces:

FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

Enclosing class:

FeaturestoreMonitoringConfig

public static final class FeaturestoreMonitoringConfig.ThresholdConfig
extends com.google.protobuf.GeneratedMessage
implements FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder

 The config for Featurestore Monitoring threshold.
 

Protobuf type google.cloud.aiplatform.v1.FeaturestoreMonitoringConfig.ThresholdConfig

See Also:

• Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static final class	FeaturestoreMonitoringConfig.ThresholdConfig.Builder	The config for Featurestore Monitoring threshold.
static enum	FeaturestoreMonitoringConfig.ThresholdConfig.ThresholdCase

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessage

com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessage.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessage.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessage.FieldAccessorTable, com.google.protobuf.GeneratedMessage.GeneratedExtension<ContainingT extends com.google.protobuf.Message,T extends Object>, com.google.protobuf.GeneratedMessage.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessage

com.google.protobuf.AbstractMessage.BuilderParent

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field	Description
static final int	VALUE_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessage

alwaysUseFieldBuilders, loggedPre22TypeNames, 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)
static FeaturestoreMonitoringConfig.ThresholdConfig	getDefaultInstance()
FeaturestoreMonitoringConfig.ThresholdConfig	getDefaultInstanceForType()
static final com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Parser<FeaturestoreMonitoringConfig.ThresholdConfig>	getParserForType()
int	getSerializedSize()
FeaturestoreMonitoringConfig.ThresholdConfig.ThresholdCase	getThresholdCase()
double	getValue()	Specify a threshold value that can trigger the alert. 1.
int	hashCode()
boolean	hasValue()	Specify a threshold value that can trigger the alert. 1.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
final boolean	isInitialized()
static FeaturestoreMonitoringConfig.ThresholdConfig.Builder	newBuilder()
static FeaturestoreMonitoringConfig.ThresholdConfig.Builder	newBuilder(FeaturestoreMonitoringConfig.ThresholdConfig prototype)
FeaturestoreMonitoringConfig.ThresholdConfig.Builder	newBuilderForType()
protected FeaturestoreMonitoringConfig.ThresholdConfig.Builder	newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
static FeaturestoreMonitoringConfig.ThresholdConfig	parseDelimitedFrom(InputStream input)
static FeaturestoreMonitoringConfig.ThresholdConfig	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeaturestoreMonitoringConfig.ThresholdConfig	parseFrom(byte[] data)
static FeaturestoreMonitoringConfig.ThresholdConfig	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeaturestoreMonitoringConfig.ThresholdConfig	parseFrom(com.google.protobuf.ByteString data)
static FeaturestoreMonitoringConfig.ThresholdConfig	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeaturestoreMonitoringConfig.ThresholdConfig	parseFrom(com.google.protobuf.CodedInputStream input)
static FeaturestoreMonitoringConfig.ThresholdConfig	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeaturestoreMonitoringConfig.ThresholdConfig	parseFrom(InputStream input)
static FeaturestoreMonitoringConfig.ThresholdConfig	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static FeaturestoreMonitoringConfig.ThresholdConfig	parseFrom(ByteBuffer data)
static FeaturestoreMonitoringConfig.ThresholdConfig	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<FeaturestoreMonitoringConfig.ThresholdConfig>	parser()
FeaturestoreMonitoringConfig.ThresholdConfig.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessage

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, newFileScopedGeneratedExtension, newInstance, newMessageScopedGeneratedExtension, 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, hashFields, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

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 Details

VALUE_FIELD_NUMBER

public static final int VALUE_FIELD_NUMBER

See Also:

• Constant Field Values

Method Details

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

getThresholdCase

public FeaturestoreMonitoringConfig.ThresholdConfig.ThresholdCase getThresholdCase()

Specified by:

getThresholdCase in interface FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder

hasValue

public boolean hasValue()

 Specify a threshold value that can trigger the alert.
 1. For categorical feature, the distribution distance is calculated by
 L-inifinity norm.
 2. For numerical feature, the distribution distance is calculated by
 Jensen–Shannon divergence. Each feature must have a non-zero threshold
 if they need to be monitored. Otherwise no alert will be triggered for
 that feature.
 

double value = 1;

Specified by:

hasValue in interface FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder

Returns:

Whether the value field is set.

getValue

public double getValue()

 Specify a threshold value that can trigger the alert.
 1. For categorical feature, the distribution distance is calculated by
 L-inifinity norm.
 2. For numerical feature, the distribution distance is calculated by
 Jensen–Shannon divergence. Each feature must have a non-zero threshold
 if they need to be monitored. Otherwise no alert will be triggered for
 that feature.
 

double value = 1;

Specified by:

getValue in interface FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder

Returns:

The value.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage

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.GeneratedMessage

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessage

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

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

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(InputStream input)
                                                              throws IOException

Throws:

IOException

parseFrom

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

Throws:

IOException

parseDelimitedFrom

public static FeaturestoreMonitoringConfig.ThresholdConfig parseDelimitedFrom(InputStream input)
                                                                       throws IOException

Throws:

IOException

parseDelimitedFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

parseFrom

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

Throws:

IOException

newBuilderForType

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilder()

newBuilder

public static FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilder(FeaturestoreMonitoringConfig.ThresholdConfig prototype)

toBuilder

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

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

Overrides:

newBuilderForType in class com.google.protobuf.AbstractMessage

getDefaultInstance

public static FeaturestoreMonitoringConfig.ThresholdConfig getDefaultInstance()

parser

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

getParserForType

public com.google.protobuf.Parser<FeaturestoreMonitoringConfig.ThresholdConfig> 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.GeneratedMessage

getDefaultInstanceForType

public FeaturestoreMonitoringConfig.ThresholdConfig getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder