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public static final class ThresholdConfig.Builder extends GeneratedMessageV3.Builder<ThresholdConfig.Builder> implements ThresholdConfigOrBuilderThe config for feature monitoring threshold.
Protobuf type google.cloud.aiplatform.v1beta1.ThresholdConfig
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > ThresholdConfig.BuilderImplements
ThresholdConfigOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public ThresholdConfig.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
ThresholdConfig.Builder |
|
build()
public ThresholdConfig build()| Returns | |
|---|---|
| Type | Description |
ThresholdConfig |
|
buildPartial()
public ThresholdConfig buildPartial()| Returns | |
|---|---|
| Type | Description |
ThresholdConfig |
|
clear()
public ThresholdConfig.Builder clear()| Returns | |
|---|---|
| Type | Description |
ThresholdConfig.Builder |
|
clearField(Descriptors.FieldDescriptor field)
public ThresholdConfig.Builder clearField(Descriptors.FieldDescriptor field)| Parameter | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
| Returns | |
|---|---|
| Type | Description |
ThresholdConfig.Builder |
|
clearOneof(Descriptors.OneofDescriptor oneof)
public ThresholdConfig.Builder clearOneof(Descriptors.OneofDescriptor oneof)| Parameter | |
|---|---|
| Name | Description |
oneof |
OneofDescriptor |
| Returns | |
|---|---|
| Type | Description |
ThresholdConfig.Builder |
|
clearThreshold()
public ThresholdConfig.Builder clearThreshold()| Returns | |
|---|---|
| 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–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 |
ThresholdConfig.Builder |
This builder for chaining. |
clone()
public ThresholdConfig.Builder clone()| Returns | |
|---|---|
| Type | Description |
ThresholdConfig.Builder |
|
getDefaultInstanceForType()
public ThresholdConfig getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
ThresholdConfig |
|
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
getThresholdCase()
public ThresholdConfig.ThresholdCase getThresholdCase()| Returns | |
|---|---|
| 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–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:
- For categorical feature, the distribution distance is calculated by L-inifinity norm.
- 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. |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
mergeFrom(ThresholdConfig other)
public ThresholdConfig.Builder mergeFrom(ThresholdConfig other)| Parameter | |
|---|---|
| Name | Description |
other |
ThresholdConfig |
| Returns | |
|---|---|
| Type | Description |
ThresholdConfig.Builder |
|
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public ThresholdConfig.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ThresholdConfig.Builder |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
mergeFrom(Message other)
public ThresholdConfig.Builder mergeFrom(Message other)| Parameter | |
|---|---|
| Name | Description |
other |
Message |
| Returns | |
|---|---|
| Type | Description |
ThresholdConfig.Builder |
|
mergeUnknownFields(UnknownFieldSet unknownFields)
public final ThresholdConfig.Builder mergeUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields |
UnknownFieldSet |
| Returns | |
|---|---|
| Type | Description |
ThresholdConfig.Builder |
|
setField(Descriptors.FieldDescriptor field, Object value)
public ThresholdConfig.Builder setField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
ThresholdConfig.Builder |
|
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public ThresholdConfig.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)| Parameters | |
|---|---|
| Name | Description |
field |
FieldDescriptor |
index |
int |
value |
Object |
| Returns | |
|---|---|
| Type | Description |
ThresholdConfig.Builder |
|
setUnknownFields(UnknownFieldSet unknownFields)
public final ThresholdConfig.Builder setUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description |
unknownFields |
UnknownFieldSet |
| Returns | |
|---|---|
| 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–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;
| Parameter | |
|---|---|
| Name | Description |
value |
doubleThe value to set. |
| Returns | |
|---|---|
| Type | Description |
ThresholdConfig.Builder |
This builder for chaining. |