com.google.cloud.aiplatform.v1

Class ThresholdConfig.Builder

java.lang.Object

com.google.protobuf.AbstractMessageLite.Builder

com.google.protobuf.AbstractMessage.Builder<BuilderT>

com.google.protobuf.GeneratedMessage.Builder<ThresholdConfig.Builder>

com.google.cloud.aiplatform.v1.ThresholdConfig.Builder

All Implemented Interfaces:

ThresholdConfigOrBuilder, com.google.protobuf.Message.Builder, com.google.protobuf.MessageLite.Builder, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Cloneable

Enclosing class:

ThresholdConfig

public static final class ThresholdConfig.Builder
extends com.google.protobuf.GeneratedMessage.Builder<ThresholdConfig.Builder>
implements ThresholdConfigOrBuilder

 The config for feature monitoring threshold.
 

Protobuf type google.cloud.aiplatform.v1.ThresholdConfig

Method Summary

Modifier and Type	Method and Description
ThresholdConfig	build()
ThresholdConfig	buildPartial()
ThresholdConfig.Builder	clear()
ThresholdConfig.Builder	clearThreshold()
ThresholdConfig.Builder	clearValue() Specify a threshold value that can trigger the alert.
ThresholdConfig	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
com.google.protobuf.Descriptors.Descriptor	getDescriptorForType()
ThresholdConfig.ThresholdCase	getThresholdCase()
double	getValue() Specify a threshold value that can trigger the alert.
boolean	hasValue() Specify a threshold value that can trigger the alert.
protected com.google.protobuf.GeneratedMessage.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
ThresholdConfig.Builder	mergeFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
ThresholdConfig.Builder	mergeFrom(com.google.protobuf.Message other)
ThresholdConfig.Builder	mergeFrom(ThresholdConfig other)
ThresholdConfig.Builder	setValue(double value) Specify a threshold value that can trigger the alert.

Methods inherited from class com.google.protobuf.GeneratedMessage.Builder

addRepeatedField, clearField, clearOneof, clone, getAllFields, getField, getFieldBuilder, getOneofFieldDescriptor, getParentForChildren, getRepeatedField, getRepeatedFieldBuilder, getRepeatedFieldCount, getUnknownFields, getUnknownFieldSetBuilder, hasField, hasOneof, internalGetMapField, internalGetMapFieldReflection, internalGetMutableMapField, internalGetMutableMapFieldReflection, isClean, markClean, mergeUnknownFields, mergeUnknownLengthDelimitedField, mergeUnknownVarintField, newBuilderForField, onBuilt, onChanged, parseUnknownField, setField, setRepeatedField, setUnknownFields, setUnknownFieldSetBuilder, setUnknownFieldsProto3

Methods inherited from class com.google.protobuf.AbstractMessage.Builder

findInitializationErrors, getInitializationErrorString, internalMergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, mergeFrom, newUninitializedMessageException, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite.Builder

addAll, addAll, mergeDelimitedFrom, mergeDelimitedFrom, mergeFrom, newUninitializedMessageException

Methods inherited from class java.lang.Object

equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.Message.Builder

mergeDelimitedFrom, mergeDelimitedFrom

Methods inherited from interface com.google.protobuf.MessageLite.Builder

mergeFrom

Method Detail

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.Builder<ThresholdConfig.Builder>

clear

public ThresholdConfig.Builder clear()

Specified by:

clear in interface com.google.protobuf.Message.Builder

Specified by:

clear in interface com.google.protobuf.MessageLite.Builder

Overrides:

clear in class com.google.protobuf.GeneratedMessage.Builder<ThresholdConfig.Builder>

getDescriptorForType

public com.google.protobuf.Descriptors.Descriptor getDescriptorForType()

Specified by:

getDescriptorForType in interface com.google.protobuf.Message.Builder

Specified by:

getDescriptorForType in interface com.google.protobuf.MessageOrBuilder

Overrides:

getDescriptorForType in class com.google.protobuf.GeneratedMessage.Builder<ThresholdConfig.Builder>

getDefaultInstanceForType

public ThresholdConfig getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder

build

public ThresholdConfig build()

Specified by:

build in interface com.google.protobuf.Message.Builder

Specified by:

build in interface com.google.protobuf.MessageLite.Builder

buildPartial

public ThresholdConfig buildPartial()

Specified by:

buildPartial in interface com.google.protobuf.Message.Builder

Specified by:

buildPartial in interface com.google.protobuf.MessageLite.Builder

mergeFrom

public ThresholdConfig.Builder mergeFrom(com.google.protobuf.Message other)

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ThresholdConfig.Builder>

mergeFrom

public ThresholdConfig.Builder mergeFrom(ThresholdConfig other)

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessage.Builder<ThresholdConfig.Builder>

mergeFrom

public ThresholdConfig.Builder mergeFrom(com.google.protobuf.CodedInputStream input,
                                         com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                  throws IOException

Specified by:

mergeFrom in interface com.google.protobuf.Message.Builder

Specified by:

mergeFrom in interface com.google.protobuf.MessageLite.Builder

Overrides:

mergeFrom in class com.google.protobuf.AbstractMessage.Builder<ThresholdConfig.Builder>

Throws:

IOException

getThresholdCase

public ThresholdConfig.ThresholdCase getThresholdCase()

Specified by:

getThresholdCase in interface ThresholdConfigOrBuilder

clearThreshold

public ThresholdConfig.Builder clearThreshold()

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;

Specified by:

hasValue in interface ThresholdConfigOrBuilder

Returns:

Whether the value field is set.

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;

Specified by:

getValue in interface ThresholdConfigOrBuilder

Returns:

The value.

setValue

public ThresholdConfig.Builder setValue(double value)

 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;

Parameters:

value - The value to set.

Returns:

This builder for chaining.

clearValue

public ThresholdConfig.Builder clearValue()

 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:

This builder for chaining.