Class FeaturestoreMonitoringConfig.ThresholdConfig.Builder (3.5.0) 

public static final class FeaturestoreMonitoringConfig.ThresholdConfig.Builder extends GeneratedMessageV3.Builder<FeaturestoreMonitoringConfig.ThresholdConfig.Builder> implements FeaturestoreMonitoringConfig.ThresholdConfigOrBuilder

The config for Featurestore Monitoring threshold.

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

Inheritance

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

Static Methods

getDescriptor()

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

Methods

addRepeatedField(Descriptors.FieldDescriptor field, Object value)

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder
Overrides

build()

public FeaturestoreMonitoringConfig.ThresholdConfig build()
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig

buildPartial()

public FeaturestoreMonitoringConfig.ThresholdConfig buildPartial()
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig

clear()

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder clear()
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder
Overrides

clearField(Descriptors.FieldDescriptor field)

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
Name Description
field FieldDescriptor
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder
Overrides

clearOneof(Descriptors.OneofDescriptor oneof)

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
Name Description
oneof OneofDescriptor
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder
Overrides

clearThreshold()

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder clearThreshold()
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder

clearValue()

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder clearValue()

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\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
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder

This builder for chaining.

clone()

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder clone()
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder
Overrides

getDefaultInstanceForType()

public FeaturestoreMonitoringConfig.ThresholdConfig getDefaultInstanceForType()
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig

getDescriptorForType()

public Descriptors.Descriptor getDescriptorForType()
Returns
Type Description
Descriptor
Overrides

getThresholdCase()

public FeaturestoreMonitoringConfig.ThresholdConfig.ThresholdCase getThresholdCase()
Returns
Type Description
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\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
Type Description
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\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
Type Description
boolean

Whether the value field is set.

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Type Description
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
Type Description
boolean
Overrides

mergeFrom(FeaturestoreMonitoringConfig.ThresholdConfig other)

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder mergeFrom(FeaturestoreMonitoringConfig.ThresholdConfig other)
Parameter
Name Description
other FeaturestoreMonitoringConfig.ThresholdConfig
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder

mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Name Description
input CodedInputStream
extensionRegistry ExtensionRegistryLite
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder
Overrides Exceptions
Type Description
IOException

mergeFrom(Message other)

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder mergeFrom(Message other)
Parameter
Name Description
other Message
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder
Overrides

mergeUnknownFields(UnknownFieldSet unknownFields)

public final FeaturestoreMonitoringConfig.ThresholdConfig.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder
Overrides

setField(Descriptors.FieldDescriptor field, Object value)

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
Name Description
field FieldDescriptor
value Object
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder
Overrides

setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters
Name Description
field FieldDescriptor
index int
value Object
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder
Overrides

setUnknownFields(UnknownFieldSet unknownFields)

public final FeaturestoreMonitoringConfig.ThresholdConfig.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
Name Description
unknownFields UnknownFieldSet
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder
Overrides

setValue(double value)

public FeaturestoreMonitoringConfig.ThresholdConfig.Builder setValue(double value)

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\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;

Parameter
Name Description
value double

The value to set.
Returns
Type Description
FeaturestoreMonitoringConfig.ThresholdConfig.Builder

This builder for chaining.