Class ThresholdConfig (3.8.0) 

public final class ThresholdConfig extends GeneratedMessageV3 implements ThresholdConfigOrBuilder

The config for feature monitoring threshold.

Protobuf type google.cloud.aiplatform.v1beta1.ThresholdConfig

Inheritance

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

Static Fields

VALUE_FIELD_NUMBER

public static final int VALUE_FIELD_NUMBER
Field Value
Type Description
int

Static Methods

getDefaultInstance()

public static ThresholdConfig getDefaultInstance()
Returns
Type Description
ThresholdConfig

getDescriptor()

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

newBuilder()

public static ThresholdConfig.Builder newBuilder()
Returns
Type Description
ThresholdConfig.Builder

newBuilder(ThresholdConfig prototype)

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

parseDelimitedFrom(InputStream input)

public static ThresholdConfig parseDelimitedFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
ThresholdConfig
Exceptions
Type Description
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(byte[] data)

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

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

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

parseFrom(ByteString data)

public static ThresholdConfig parseFrom(ByteString data)
Parameter
Name Description
data ByteString
Returns
Type Description
ThresholdConfig
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

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

parseFrom(CodedInputStream input)

public static ThresholdConfig parseFrom(CodedInputStream input)
Parameter
Name Description
input CodedInputStream
Returns
Type Description
ThresholdConfig
Exceptions
Type Description
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(InputStream input)

public static ThresholdConfig parseFrom(InputStream input)
Parameter
Name Description
input InputStream
Returns
Type Description
ThresholdConfig
Exceptions
Type Description
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(ByteBuffer data)

public static ThresholdConfig parseFrom(ByteBuffer data)
Parameter
Name Description
data ByteBuffer
Returns
Type Description
ThresholdConfig
Exceptions
Type Description
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

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

parser()

public static Parser<ThresholdConfig> parser()
Returns
Type Description
Parser<ThresholdConfig>

Methods

equals(Object obj)

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

getDefaultInstanceForType()

public ThresholdConfig getDefaultInstanceForType()
Returns
Type Description
ThresholdConfig

getParserForType()

public Parser<ThresholdConfig> getParserForType()
Returns
Type Description
Parser<ThresholdConfig>
Overrides

getSerializedSize()

public int getSerializedSize()
Returns
Type Description
int
Overrides

getThresholdCase()

public ThresholdConfig.ThresholdCase getThresholdCase()
Returns
Type Description
ThresholdConfig.ThresholdCase

getUnknownFields()

public final UnknownFieldSet getUnknownFields()
Returns
Type Description
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–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
Type Description
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–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
Type Description
boolean

Whether the value field is set.

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 ThresholdConfig.Builder newBuilderForType()
Returns
Type Description
ThresholdConfig.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

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

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

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

toBuilder()

public ThresholdConfig.Builder toBuilder()
Returns
Type Description
ThresholdConfig.Builder

writeTo(CodedOutputStream output)

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