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public static final class ModelMonitoringAnomaly.Builder extends GeneratedMessage.Builder<ModelMonitoringAnomaly.Builder> implements ModelMonitoringAnomalyOrBuilderRepresents a single model monitoring anomaly.
Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly
Inheritance
java.lang.Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessage.Builder > ModelMonitoringAnomaly.BuilderImplements
ModelMonitoringAnomalyOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
Methods
build()
public ModelMonitoringAnomaly build()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly |
|
buildPartial()
public ModelMonitoringAnomaly buildPartial()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly |
|
clear()
public ModelMonitoringAnomaly.Builder clear()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
|
clearAlgorithm()
public ModelMonitoringAnomaly.Builder clearAlgorithm()Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 3;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
This builder for chaining. |
clearAnomaly()
public ModelMonitoringAnomaly.Builder clearAnomaly()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
|
clearModelMonitoringJob()
public ModelMonitoringAnomaly.Builder clearModelMonitoringJob()Model monitoring job resource name.
string model_monitoring_job = 2;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
This builder for chaining. |
clearTabularAnomaly()
public ModelMonitoringAnomaly.Builder clearTabularAnomaly()Tabular anomaly.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
|
getAlgorithm()
public String getAlgorithm()Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 3;
| Returns | |
|---|---|
| Type | Description |
String |
The algorithm. |
getAlgorithmBytes()
public ByteString getAlgorithmBytes()Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 3;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for algorithm. |
getAnomalyCase()
public ModelMonitoringAnomaly.AnomalyCase getAnomalyCase()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.AnomalyCase |
|
getDefaultInstanceForType()
public ModelMonitoringAnomaly getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly |
|
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
getModelMonitoringJob()
public String getModelMonitoringJob()Model monitoring job resource name.
string model_monitoring_job = 2;
| Returns | |
|---|---|
| Type | Description |
String |
The modelMonitoringJob. |
getModelMonitoringJobBytes()
public ByteString getModelMonitoringJobBytes()Model monitoring job resource name.
string model_monitoring_job = 2;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for modelMonitoringJob. |
getTabularAnomaly()
public ModelMonitoringAnomaly.TabularAnomaly getTabularAnomaly()Tabular anomaly.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.TabularAnomaly |
The tabularAnomaly. |
getTabularAnomalyBuilder()
public ModelMonitoringAnomaly.TabularAnomaly.Builder getTabularAnomalyBuilder()Tabular anomaly.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.TabularAnomaly.Builder |
|
getTabularAnomalyOrBuilder()
public ModelMonitoringAnomaly.TabularAnomalyOrBuilder getTabularAnomalyOrBuilder()Tabular anomaly.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.TabularAnomalyOrBuilder |
|
hasTabularAnomaly()
public boolean hasTabularAnomaly()Tabular anomaly.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the tabularAnomaly field is set. |
internalGetFieldAccessorTable()
protected GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description |
FieldAccessorTable |
|
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description |
boolean |
|
mergeFrom(ModelMonitoringAnomaly other)
public ModelMonitoringAnomaly.Builder mergeFrom(ModelMonitoringAnomaly other)| Parameter | |
|---|---|
| Name | Description |
other |
ModelMonitoringAnomaly |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
|
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public ModelMonitoringAnomaly.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
mergeFrom(Message other)
public ModelMonitoringAnomaly.Builder mergeFrom(Message other)| Parameter | |
|---|---|
| Name | Description |
other |
Message |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
|
mergeTabularAnomaly(ModelMonitoringAnomaly.TabularAnomaly value)
public ModelMonitoringAnomaly.Builder mergeTabularAnomaly(ModelMonitoringAnomaly.TabularAnomaly value)Tabular anomaly.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;
| Parameter | |
|---|---|
| Name | Description |
value |
ModelMonitoringAnomaly.TabularAnomaly |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
|
setAlgorithm(String value)
public ModelMonitoringAnomaly.Builder setAlgorithm(String value)Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 3;
| Parameter | |
|---|---|
| Name | Description |
value |
StringThe algorithm to set. |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
This builder for chaining. |
setAlgorithmBytes(ByteString value)
public ModelMonitoringAnomaly.Builder setAlgorithmBytes(ByteString value)Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
string algorithm = 3;
| Parameter | |
|---|---|
| Name | Description |
value |
ByteStringThe bytes for algorithm to set. |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
This builder for chaining. |
setModelMonitoringJob(String value)
public ModelMonitoringAnomaly.Builder setModelMonitoringJob(String value)Model monitoring job resource name.
string model_monitoring_job = 2;
| Parameter | |
|---|---|
| Name | Description |
value |
StringThe modelMonitoringJob to set. |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
This builder for chaining. |
setModelMonitoringJobBytes(ByteString value)
public ModelMonitoringAnomaly.Builder setModelMonitoringJobBytes(ByteString value)Model monitoring job resource name.
string model_monitoring_job = 2;
| Parameter | |
|---|---|
| Name | Description |
value |
ByteStringThe bytes for modelMonitoringJob to set. |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
This builder for chaining. |
setTabularAnomaly(ModelMonitoringAnomaly.TabularAnomaly value)
public ModelMonitoringAnomaly.Builder setTabularAnomaly(ModelMonitoringAnomaly.TabularAnomaly value)Tabular anomaly.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;
| Parameter | |
|---|---|
| Name | Description |
value |
ModelMonitoringAnomaly.TabularAnomaly |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
|
setTabularAnomaly(ModelMonitoringAnomaly.TabularAnomaly.Builder builderForValue)
public ModelMonitoringAnomaly.Builder setTabularAnomaly(ModelMonitoringAnomaly.TabularAnomaly.Builder builderForValue)Tabular anomaly.
.google.cloud.aiplatform.v1beta1.ModelMonitoringAnomaly.TabularAnomaly tabular_anomaly = 1;
| Parameter | |
|---|---|
| Name | Description |
builderForValue |
ModelMonitoringAnomaly.TabularAnomaly.Builder |
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringAnomaly.Builder |
|