Class FeaturestoreMonitoringConfig.ThresholdConfig (3.23.0)

public static final class FeaturestoreMonitoringConfig.ThresholdConfig extends GeneratedMessageV3 implements FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder

The config for Featurestore Monitoring threshold.

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

Inheritance

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

Static Fields

VALUE_FIELD_NUMBER

public static final int VALUE_FIELD_NUMBER
Field Value
TypeDescription
int

Static Methods

getDefaultInstance()

public static FeaturestoreMonitoringConfig.ThresholdConfig getDefaultInstance()
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

newBuilder()

public static FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilder()
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig.Builder

newBuilder(FeaturestoreMonitoringConfig.ThresholdConfig prototype)

public static FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilder(FeaturestoreMonitoringConfig.ThresholdConfig prototype)
Parameter
NameDescription
prototypeFeaturestoreMonitoringConfig.ThresholdConfig
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig.Builder

parseDelimitedFrom(InputStream input)

public static FeaturestoreMonitoringConfig.ThresholdConfig parseDelimitedFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig
Exceptions
TypeDescription
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.ThresholdConfig parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig
Exceptions
TypeDescription
IOException

parseFrom(byte[] data)

public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(byte[] data)
Parameter
NameDescription
databyte[]
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
databyte[]
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data)

public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(ByteString data)
Parameter
NameDescription
dataByteString
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteString
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(CodedInputStream input)
Parameter
NameDescription
inputCodedInputStream
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig
Exceptions
TypeDescription
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig
Exceptions
TypeDescription
IOException

parseFrom(InputStream input)

public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig
Exceptions
TypeDescription
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig
Exceptions
TypeDescription
IOException

parseFrom(ByteBuffer data)

public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(ByteBuffer data)
Parameter
NameDescription
dataByteBuffer
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static FeaturestoreMonitoringConfig.ThresholdConfig parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteBuffer
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig
Exceptions
TypeDescription
InvalidProtocolBufferException

parser()

public static Parser<FeaturestoreMonitoringConfig.ThresholdConfig> parser()
Returns
TypeDescription
Parser<ThresholdConfig>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
NameDescription
objObject
Returns
TypeDescription
boolean
Overrides

getDefaultInstanceForType()

public FeaturestoreMonitoringConfig.ThresholdConfig getDefaultInstanceForType()
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig

getParserForType()

public Parser<FeaturestoreMonitoringConfig.ThresholdConfig> getParserForType()
Returns
TypeDescription
Parser<ThresholdConfig>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
Overrides

getThresholdCase()

public FeaturestoreMonitoringConfig.ThresholdConfig.ThresholdCase getThresholdCase()
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig.ThresholdCase

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;

Returns
TypeDescription
double

The value.

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;

Returns
TypeDescription
boolean

Whether the value field is set.

hashCode()

public int hashCode()
Returns
TypeDescription
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

newBuilderForType()

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilderForType()
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected FeaturestoreMonitoringConfig.ThresholdConfig.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
NameDescription
parentBuilderParent
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
NameDescription
unusedUnusedPrivateParameter
Returns
TypeDescription
Object
Overrides

toBuilder()

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder toBuilder()
Returns
TypeDescription
FeaturestoreMonitoringConfig.ThresholdConfig.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
NameDescription
outputCodedOutputStream
Overrides
Exceptions
TypeDescription
IOException