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public interface ModelMonitoringStatsDataPointOrBuilder extends MessageOrBuilderImplements
MessageOrBuilderMethods
getAlgorithm()
public abstract 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 abstract 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 abstract ModelMonitoringStatsDataPoint.TypedValue getBaselineStats()Statistics from baseline dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsDataPoint.TypedValue |
The baselineStats. |
getBaselineStatsOrBuilder()
public abstract ModelMonitoringStatsDataPoint.TypedValueOrBuilder getBaselineStatsOrBuilder()Statistics from baseline dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsDataPoint.TypedValueOrBuilder |
|
getCreateTime()
public abstract Timestamp getCreateTime()Statistics create time.
.google.protobuf.Timestamp create_time = 7;
| Returns | |
|---|---|
| Type | Description |
Timestamp |
The createTime. |
getCreateTimeOrBuilder()
public abstract TimestampOrBuilder getCreateTimeOrBuilder()Statistics create time.
.google.protobuf.Timestamp create_time = 7;
| Returns | |
|---|---|
| Type | Description |
TimestampOrBuilder |
|
getCurrentStats()
public abstract ModelMonitoringStatsDataPoint.TypedValue getCurrentStats()Statistics from current dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsDataPoint.TypedValue |
The currentStats. |
getCurrentStatsOrBuilder()
public abstract ModelMonitoringStatsDataPoint.TypedValueOrBuilder getCurrentStatsOrBuilder()Statistics from current dataset.
.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;
| Returns | |
|---|---|
| Type | Description |
ModelMonitoringStatsDataPoint.TypedValueOrBuilder |
|
getHasAnomaly()
public abstract boolean getHasAnomaly()Indicate if the statistics has anomaly.
bool has_anomaly = 4;
| Returns | |
|---|---|
| Type | Description |
boolean |
The hasAnomaly. |
getModelMonitoringJob()
public abstract String getModelMonitoringJob()Model monitoring job resource name.
string model_monitoring_job = 5;
| Returns | |
|---|---|
| Type | Description |
String |
The modelMonitoringJob. |
getModelMonitoringJobBytes()
public abstract ByteString getModelMonitoringJobBytes()Model monitoring job resource name.
string model_monitoring_job = 5;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for modelMonitoringJob. |
getSchedule()
public abstract String getSchedule()Schedule resource name.
string schedule = 6;
| Returns | |
|---|---|
| Type | Description |
String |
The schedule. |
getScheduleBytes()
public abstract ByteString getScheduleBytes()Schedule resource name.
string schedule = 6;
| Returns | |
|---|---|
| Type | Description |
ByteString |
The bytes for schedule. |
getThresholdValue()
public abstract double getThresholdValue()Threshold value.
double threshold_value = 3;
| Returns | |
|---|---|
| Type | Description |
double |
The thresholdValue. |
hasBaselineStats()
public abstract 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 abstract boolean hasCreateTime()Statistics create time.
.google.protobuf.Timestamp create_time = 7;
| Returns | |
|---|---|
| Type | Description |
boolean |
Whether the createTime field is set. |
hasCurrentStats()
public abstract 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. |