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public static final class ThresholdConfig.Builder extends GeneratedMessageV3.Builder<ThresholdConfig.Builder> implements ThresholdConfigOrBuilder
The config for feature monitoring threshold. Next ID: 3
Protobuf type google.cloud.aiplatform.v1.ThresholdConfig
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > ThresholdConfig.BuilderImplements
ThresholdConfigOrBuilderMethods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public ThresholdConfig.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Name | Description |
field | FieldDescriptor |
value | Object |
Type | Description |
ThresholdConfig.Builder |
build()
public ThresholdConfig build()
Type | Description |
ThresholdConfig |
buildPartial()
public ThresholdConfig buildPartial()
Type | Description |
ThresholdConfig |
clear()
public ThresholdConfig.Builder clear()
Type | Description |
ThresholdConfig.Builder |
clearField(Descriptors.FieldDescriptor field)
public ThresholdConfig.Builder clearField(Descriptors.FieldDescriptor field)
Name | Description |
field | FieldDescriptor |
Type | Description |
ThresholdConfig.Builder |
clearOneof(Descriptors.OneofDescriptor oneof)
public ThresholdConfig.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Name | Description |
oneof | OneofDescriptor |
Type | Description |
ThresholdConfig.Builder |
clearThreshold()
public ThresholdConfig.Builder clearThreshold()
Type | Description |
ThresholdConfig.Builder |
clearValue()
public ThresholdConfig.Builder clearValue()
Specify a threshold value that can trigger the alert. If this threshold config is for feature distribution distance:
- For categorical feature, the distribution distance is calculated by L-inifinity norm.
- 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;
Type | Description |
ThresholdConfig.Builder | This builder for chaining. |
clone()
public ThresholdConfig.Builder clone()
Type | Description |
ThresholdConfig.Builder |
getDefaultInstanceForType()
public ThresholdConfig getDefaultInstanceForType()
Type | Description |
ThresholdConfig |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Type | Description |
Descriptor |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()
Type | Description |
Descriptor |
getThresholdCase()
public ThresholdConfig.ThresholdCase getThresholdCase()
Type | Description |
ThresholdConfig.ThresholdCase |
getValue()
public double getValue()
Specify a threshold value that can trigger the alert. If this threshold config is for feature distribution distance:
- For categorical feature, the distribution distance is calculated by L-inifinity norm.
- 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;
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:
- For categorical feature, the distribution distance is calculated by L-inifinity norm.
- 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;
Type | Description |
boolean | Whether the value field is set. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Type | Description |
boolean |
mergeFrom(ThresholdConfig other)
public ThresholdConfig.Builder mergeFrom(ThresholdConfig other)
Name | Description |
other | ThresholdConfig |
Type | Description |
ThresholdConfig.Builder |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public ThresholdConfig.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Type | Description |
ThresholdConfig.Builder |
Type | Description |
IOException |
mergeFrom(Message other)
public ThresholdConfig.Builder mergeFrom(Message other)
Name | Description |
other | Message |
Type | Description |
ThresholdConfig.Builder |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final ThresholdConfig.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Name | Description |
unknownFields | UnknownFieldSet |
Type | Description |
ThresholdConfig.Builder |
setField(Descriptors.FieldDescriptor field, Object value)
public ThresholdConfig.Builder setField(Descriptors.FieldDescriptor field, Object value)
Name | Description |
field | FieldDescriptor |
value | Object |
Type | Description |
ThresholdConfig.Builder |
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public ThresholdConfig.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Name | Description |
field | FieldDescriptor |
index | int |
value | Object |
Type | Description |
ThresholdConfig.Builder |
setUnknownFields(UnknownFieldSet unknownFields)
public final ThresholdConfig.Builder setUnknownFields(UnknownFieldSet unknownFields)
Name | Description |
unknownFields | UnknownFieldSet |
Type | Description |
ThresholdConfig.Builder |
setValue(double value)
public ThresholdConfig.Builder setValue(double value)
Specify a threshold value that can trigger the alert. If this threshold config is for feature distribution distance:
- For categorical feature, the distribution distance is calculated by L-inifinity norm.
- 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;
Name | Description |
value | double The value to set. |
Type | Description |
ThresholdConfig.Builder | This builder for chaining. |