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public static final class ModelMonitoringStatsDataPoint.Builder extends GeneratedMessageV3.Builder<ModelMonitoringStatsDataPoint.Builder> implements ModelMonitoringStatsDataPointOrBuilderRepresents a single statistics data point.
 Protobuf type google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint
Inheritance
Object > AbstractMessageLite.Builder<MessageType,BuilderType> > AbstractMessage.Builder<BuilderType> > GeneratedMessageV3.Builder > ModelMonitoringStatsDataPoint.BuilderImplements
ModelMonitoringStatsDataPointOrBuilderStatic Methods
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description | 
| Descriptor | |
Methods
addRepeatedField(Descriptors.FieldDescriptor field, Object value)
public ModelMonitoringStatsDataPoint.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description | 
| field | FieldDescriptor | 
| value | Object | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
build()
public ModelMonitoringStatsDataPoint build()| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint | |
buildPartial()
public ModelMonitoringStatsDataPoint buildPartial()| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint | |
clear()
public ModelMonitoringStatsDataPoint.Builder clear()| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
clearAlgorithm()
public ModelMonitoringStatsDataPoint.Builder clearAlgorithm()Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
 string algorithm = 8;
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | This builder for chaining. | 
clearBaselineStats()
public ModelMonitoringStatsDataPoint.Builder clearBaselineStats()Statistics from baseline dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
clearCreateTime()
public ModelMonitoringStatsDataPoint.Builder clearCreateTime()Statistics create time.
 .google.protobuf.Timestamp create_time = 7;
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
clearCurrentStats()
public ModelMonitoringStatsDataPoint.Builder clearCurrentStats()Statistics from current dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
clearField(Descriptors.FieldDescriptor field)
public ModelMonitoringStatsDataPoint.Builder clearField(Descriptors.FieldDescriptor field)| Parameter | |
|---|---|
| Name | Description | 
| field | FieldDescriptor | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
clearHasAnomaly()
public ModelMonitoringStatsDataPoint.Builder clearHasAnomaly()Indicate if the statistics has anomaly.
 bool has_anomaly = 4;
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | This builder for chaining. | 
clearModelMonitoringJob()
public ModelMonitoringStatsDataPoint.Builder clearModelMonitoringJob()Model monitoring job resource name.
 string model_monitoring_job = 5;
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | This builder for chaining. | 
clearOneof(Descriptors.OneofDescriptor oneof)
public ModelMonitoringStatsDataPoint.Builder clearOneof(Descriptors.OneofDescriptor oneof)| Parameter | |
|---|---|
| Name | Description | 
| oneof | OneofDescriptor | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
clearSchedule()
public ModelMonitoringStatsDataPoint.Builder clearSchedule()Schedule resource name.
 string schedule = 6;
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | This builder for chaining. | 
clearThresholdValue()
public ModelMonitoringStatsDataPoint.Builder clearThresholdValue()Threshold value.
 double threshold_value = 3;
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | This builder for chaining. | 
clone()
public ModelMonitoringStatsDataPoint.Builder clone()| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
getAlgorithm()
public String getAlgorithm()Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
 string algorithm = 8;
| Returns | |
|---|---|
| Type | Description | 
| String | The algorithm. | 
getAlgorithmBytes()
public ByteString getAlgorithmBytes()Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
 string algorithm = 8;
| Returns | |
|---|---|
| Type | Description | 
| ByteString | The bytes for algorithm. | 
getBaselineStats()
public ModelMonitoringStatsDataPoint.TypedValue getBaselineStats()Statistics from baseline dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.TypedValue | The baselineStats. | 
getBaselineStatsBuilder()
public ModelMonitoringStatsDataPoint.TypedValue.Builder getBaselineStatsBuilder()Statistics from baseline dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.TypedValue.Builder | |
getBaselineStatsOrBuilder()
public ModelMonitoringStatsDataPoint.TypedValueOrBuilder getBaselineStatsOrBuilder()Statistics from baseline dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.TypedValueOrBuilder | |
getCreateTime()
public Timestamp getCreateTime()Statistics create time.
 .google.protobuf.Timestamp create_time = 7;
| Returns | |
|---|---|
| Type | Description | 
| Timestamp | The createTime. | 
getCreateTimeBuilder()
public Timestamp.Builder getCreateTimeBuilder()Statistics create time.
 .google.protobuf.Timestamp create_time = 7;
| Returns | |
|---|---|
| Type | Description | 
| Builder | |
getCreateTimeOrBuilder()
public TimestampOrBuilder getCreateTimeOrBuilder()Statistics create time.
 .google.protobuf.Timestamp create_time = 7;
| Returns | |
|---|---|
| Type | Description | 
| TimestampOrBuilder | |
getCurrentStats()
public ModelMonitoringStatsDataPoint.TypedValue getCurrentStats()Statistics from current dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.TypedValue | The currentStats. | 
getCurrentStatsBuilder()
public ModelMonitoringStatsDataPoint.TypedValue.Builder getCurrentStatsBuilder()Statistics from current dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.TypedValue.Builder | |
getCurrentStatsOrBuilder()
public ModelMonitoringStatsDataPoint.TypedValueOrBuilder getCurrentStatsOrBuilder()Statistics from current dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.TypedValueOrBuilder | |
getDefaultInstanceForType()
public ModelMonitoringStatsDataPoint getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint | |
getDescriptorForType()
public Descriptors.Descriptor getDescriptorForType()| Returns | |
|---|---|
| Type | Description | 
| Descriptor | |
getHasAnomaly()
public boolean getHasAnomaly()Indicate if the statistics has anomaly.
 bool has_anomaly = 4;
| Returns | |
|---|---|
| Type | Description | 
| boolean | The hasAnomaly. | 
getModelMonitoringJob()
public String getModelMonitoringJob()Model monitoring job resource name.
 string model_monitoring_job = 5;
| Returns | |
|---|---|
| Type | Description | 
| String | The modelMonitoringJob. | 
getModelMonitoringJobBytes()
public ByteString getModelMonitoringJobBytes()Model monitoring job resource name.
 string model_monitoring_job = 5;
| Returns | |
|---|---|
| Type | Description | 
| ByteString | The bytes for modelMonitoringJob. | 
getSchedule()
public String getSchedule()Schedule resource name.
 string schedule = 6;
| Returns | |
|---|---|
| Type | Description | 
| String | The schedule. | 
getScheduleBytes()
public ByteString getScheduleBytes()Schedule resource name.
 string schedule = 6;
| Returns | |
|---|---|
| Type | Description | 
| ByteString | The bytes for schedule. | 
getThresholdValue()
public double getThresholdValue()Threshold value.
 double threshold_value = 3;
| Returns | |
|---|---|
| Type | Description | 
| double | The thresholdValue. | 
hasBaselineStats()
public boolean hasBaselineStats()Statistics from baseline dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
 
| Returns | |
|---|---|
| Type | Description | 
| boolean | Whether the baselineStats field is set. | 
hasCreateTime()
public boolean hasCreateTime()Statistics create time.
 .google.protobuf.Timestamp create_time = 7;
| Returns | |
|---|---|
| Type | Description | 
| boolean | Whether the createTime field is set. | 
hasCurrentStats()
public boolean hasCurrentStats()Statistics from current dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
 
| Returns | |
|---|---|
| Type | Description | 
| boolean | Whether the currentStats field is set. | 
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Returns | |
|---|---|
| Type | Description | 
| FieldAccessorTable | |
isInitialized()
public final boolean isInitialized()| Returns | |
|---|---|
| Type | Description | 
| boolean | |
mergeBaselineStats(ModelMonitoringStatsDataPoint.TypedValue value)
public ModelMonitoringStatsDataPoint.Builder mergeBaselineStats(ModelMonitoringStatsDataPoint.TypedValue value)Statistics from baseline dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
 
| Parameter | |
|---|---|
| Name | Description | 
| value | ModelMonitoringStatsDataPoint.TypedValue | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
mergeCreateTime(Timestamp value)
public ModelMonitoringStatsDataPoint.Builder mergeCreateTime(Timestamp value)Statistics create time.
 .google.protobuf.Timestamp create_time = 7;
| Parameter | |
|---|---|
| Name | Description | 
| value | Timestamp | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
mergeCurrentStats(ModelMonitoringStatsDataPoint.TypedValue value)
public ModelMonitoringStatsDataPoint.Builder mergeCurrentStats(ModelMonitoringStatsDataPoint.TypedValue value)Statistics from current dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
 
| Parameter | |
|---|---|
| Name | Description | 
| value | ModelMonitoringStatsDataPoint.TypedValue | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
mergeFrom(ModelMonitoringStatsDataPoint other)
public ModelMonitoringStatsDataPoint.Builder mergeFrom(ModelMonitoringStatsDataPoint other)| Parameter | |
|---|---|
| Name | Description | 
| other | ModelMonitoringStatsDataPoint | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public ModelMonitoringStatsDataPoint.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description | 
| input | CodedInputStream | 
| extensionRegistry | ExtensionRegistryLite | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
| Exceptions | |
|---|---|
| Type | Description | 
| IOException | |
mergeFrom(Message other)
public ModelMonitoringStatsDataPoint.Builder mergeFrom(Message other)| Parameter | |
|---|---|
| Name | Description | 
| other | Message | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
mergeUnknownFields(UnknownFieldSet unknownFields)
public final ModelMonitoringStatsDataPoint.Builder mergeUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description | 
| unknownFields | UnknownFieldSet | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
setAlgorithm(String value)
public ModelMonitoringStatsDataPoint.Builder setAlgorithm(String value)Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
 string algorithm = 8;
| Parameter | |
|---|---|
| Name | Description | 
| value | StringThe algorithm to set. | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | This builder for chaining. | 
setAlgorithmBytes(ByteString value)
public ModelMonitoringStatsDataPoint.Builder setAlgorithmBytes(ByteString value)Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
 string algorithm = 8;
| Parameter | |
|---|---|
| Name | Description | 
| value | ByteStringThe bytes for algorithm to set. | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | This builder for chaining. | 
setBaselineStats(ModelMonitoringStatsDataPoint.TypedValue value)
public ModelMonitoringStatsDataPoint.Builder setBaselineStats(ModelMonitoringStatsDataPoint.TypedValue value)Statistics from baseline dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
 
| Parameter | |
|---|---|
| Name | Description | 
| value | ModelMonitoringStatsDataPoint.TypedValue | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
setBaselineStats(ModelMonitoringStatsDataPoint.TypedValue.Builder builderForValue)
public ModelMonitoringStatsDataPoint.Builder setBaselineStats(ModelMonitoringStatsDataPoint.TypedValue.Builder builderForValue)Statistics from baseline dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
 
| Parameter | |
|---|---|
| Name | Description | 
| builderForValue | ModelMonitoringStatsDataPoint.TypedValue.Builder | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
setCreateTime(Timestamp value)
public ModelMonitoringStatsDataPoint.Builder setCreateTime(Timestamp value)Statistics create time.
 .google.protobuf.Timestamp create_time = 7;
| Parameter | |
|---|---|
| Name | Description | 
| value | Timestamp | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
setCreateTime(Timestamp.Builder builderForValue)
public ModelMonitoringStatsDataPoint.Builder setCreateTime(Timestamp.Builder builderForValue)Statistics create time.
 .google.protobuf.Timestamp create_time = 7;
| Parameter | |
|---|---|
| Name | Description | 
| builderForValue | Builder | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
setCurrentStats(ModelMonitoringStatsDataPoint.TypedValue value)
public ModelMonitoringStatsDataPoint.Builder setCurrentStats(ModelMonitoringStatsDataPoint.TypedValue value)Statistics from current dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
 
| Parameter | |
|---|---|
| Name | Description | 
| value | ModelMonitoringStatsDataPoint.TypedValue | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
setCurrentStats(ModelMonitoringStatsDataPoint.TypedValue.Builder builderForValue)
public ModelMonitoringStatsDataPoint.Builder setCurrentStats(ModelMonitoringStatsDataPoint.TypedValue.Builder builderForValue)Statistics from current dataset.
 
 .google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
 
| Parameter | |
|---|---|
| Name | Description | 
| builderForValue | ModelMonitoringStatsDataPoint.TypedValue.Builder | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
setField(Descriptors.FieldDescriptor field, Object value)
public ModelMonitoringStatsDataPoint.Builder setField(Descriptors.FieldDescriptor field, Object value)| Parameters | |
|---|---|
| Name | Description | 
| field | FieldDescriptor | 
| value | Object | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
setHasAnomaly(boolean value)
public ModelMonitoringStatsDataPoint.Builder setHasAnomaly(boolean value)Indicate if the statistics has anomaly.
 bool has_anomaly = 4;
| Parameter | |
|---|---|
| Name | Description | 
| value | booleanThe hasAnomaly to set. | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | This builder for chaining. | 
setModelMonitoringJob(String value)
public ModelMonitoringStatsDataPoint.Builder setModelMonitoringJob(String value)Model monitoring job resource name.
 string model_monitoring_job = 5;
| Parameter | |
|---|---|
| Name | Description | 
| value | StringThe modelMonitoringJob to set. | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | This builder for chaining. | 
setModelMonitoringJobBytes(ByteString value)
public ModelMonitoringStatsDataPoint.Builder setModelMonitoringJobBytes(ByteString value)Model monitoring job resource name.
 string model_monitoring_job = 5;
| Parameter | |
|---|---|
| Name | Description | 
| value | ByteStringThe bytes for modelMonitoringJob to set. | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | This builder for chaining. | 
setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
public ModelMonitoringStatsDataPoint.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)| Parameters | |
|---|---|
| Name | Description | 
| field | FieldDescriptor | 
| index | int | 
| value | Object | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |
setSchedule(String value)
public ModelMonitoringStatsDataPoint.Builder setSchedule(String value)Schedule resource name.
 string schedule = 6;
| Parameter | |
|---|---|
| Name | Description | 
| value | StringThe schedule to set. | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | This builder for chaining. | 
setScheduleBytes(ByteString value)
public ModelMonitoringStatsDataPoint.Builder setScheduleBytes(ByteString value)Schedule resource name.
 string schedule = 6;
| Parameter | |
|---|---|
| Name | Description | 
| value | ByteStringThe bytes for schedule to set. | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | This builder for chaining. | 
setThresholdValue(double value)
public ModelMonitoringStatsDataPoint.Builder setThresholdValue(double value)Threshold value.
 double threshold_value = 3;
| Parameter | |
|---|---|
| Name | Description | 
| value | doubleThe thresholdValue to set. | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | This builder for chaining. | 
setUnknownFields(UnknownFieldSet unknownFields)
public final ModelMonitoringStatsDataPoint.Builder setUnknownFields(UnknownFieldSet unknownFields)| Parameter | |
|---|---|
| Name | Description | 
| unknownFields | UnknownFieldSet | 
| Returns | |
|---|---|
| Type | Description | 
| ModelMonitoringStatsDataPoint.Builder | |