Class ThresholdConfig (2.4.0) 

public final class ThresholdConfig extends GeneratedMessageV3 implements ThresholdConfigOrBuilder

The config for feature monitoring threshold. Next ID: 3

Protobuf type google.cloud.aiplatform.v1beta1.ThresholdConfig

Inheritance

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

Fields

VALUE_FIELD_NUMBER

public static final int VALUE_FIELD_NUMBER
Field Value
TypeDescription
int

Methods

equals(Object obj)

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

getDefaultInstance()

public static ThresholdConfig getDefaultInstance()
Returns
TypeDescription
ThresholdConfig

getDefaultInstanceForType()

public ThresholdConfig getDefaultInstanceForType()
Returns
TypeDescription
ThresholdConfig

getDescriptor()

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

getParserForType()

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

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
Overrides

getThresholdCase()

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

getUnknownFields()

public final UnknownFieldSet getUnknownFields()
Returns
TypeDescription
UnknownFieldSet
Overrides

getValue()

public double getValue()

Specify a threshold value that can trigger the alert. If this threshold config is for feature distribution distance:

  1. For categorical feature, the distribution distance is calculated by L-inifinity norm.
  2. For numerical feature, the distribution distance is calculated by Jensen\u2013Shannon 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. If this threshold config is for feature distribution distance:

  1. For categorical feature, the distribution distance is calculated by L-inifinity norm.
  2. For numerical feature, the distribution distance is calculated by Jensen\u2013Shannon 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

newBuilder()

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

newBuilder(ThresholdConfig prototype)

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

newBuilderForType()

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

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

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

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

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

parseDelimitedFrom(InputStream input)

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

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(byte[] data)

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

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

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

parseFrom(ByteString data)

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

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

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

parseFrom(CodedInputStream input)

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

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(InputStream input)

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

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(ByteBuffer data)

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

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

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

parser()

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

toBuilder()

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

writeTo(CodedOutputStream output)

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