com.google.cloud.aiplatform.v1beta1

Interface ModelMonitoringStatsDataPointOrBuilder

All Superinterfaces:

com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder

All Known Implementing Classes:

ModelMonitoringStatsDataPoint, ModelMonitoringStatsDataPoint.Builder

public interface ModelMonitoringStatsDataPointOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
String	getAlgorithm() Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
com.google.protobuf.ByteString	getAlgorithmBytes() Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.
ModelMonitoringStatsDataPoint.TypedValue	getBaselineStats() Statistics from baseline dataset.
ModelMonitoringStatsDataPoint.TypedValueOrBuilder	getBaselineStatsOrBuilder() Statistics from baseline dataset.
com.google.protobuf.Timestamp	getCreateTime() Statistics create time.
com.google.protobuf.TimestampOrBuilder	getCreateTimeOrBuilder() Statistics create time.
ModelMonitoringStatsDataPoint.TypedValue	getCurrentStats() Statistics from current dataset.
ModelMonitoringStatsDataPoint.TypedValueOrBuilder	getCurrentStatsOrBuilder() Statistics from current dataset.
boolean	getHasAnomaly() Indicate if the statistics has anomaly.
String	getModelMonitoringJob() Model monitoring job resource name.
com.google.protobuf.ByteString	getModelMonitoringJobBytes() Model monitoring job resource name.
String	getSchedule() Schedule resource name.
com.google.protobuf.ByteString	getScheduleBytes() Schedule resource name.
double	getThresholdValue() Threshold value.
boolean	hasBaselineStats() Statistics from baseline dataset.
boolean	hasCreateTime() Statistics create time.
boolean	hasCurrentStats() Statistics from current dataset.

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

isInitialized

Method Detail

hasCurrentStats

boolean hasCurrentStats()

 Statistics from current dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;

Returns:

Whether the currentStats field is set.

getCurrentStats

ModelMonitoringStatsDataPoint.TypedValue getCurrentStats()

 Statistics from current dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;

Returns:

The currentStats.

getCurrentStatsOrBuilder

ModelMonitoringStatsDataPoint.TypedValueOrBuilder getCurrentStatsOrBuilder()

 Statistics from current dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue current_stats = 1;

hasBaselineStats

boolean hasBaselineStats()

 Statistics from baseline dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;

Returns:

Whether the baselineStats field is set.

getBaselineStats

ModelMonitoringStatsDataPoint.TypedValue getBaselineStats()

 Statistics from baseline dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;

Returns:

The baselineStats.

getBaselineStatsOrBuilder

ModelMonitoringStatsDataPoint.TypedValueOrBuilder getBaselineStatsOrBuilder()

 Statistics from baseline dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringStatsDataPoint.TypedValue baseline_stats = 2;

getThresholdValue

double getThresholdValue()

 Threshold value.
 

double threshold_value = 3;

Returns:

The thresholdValue.

getHasAnomaly

boolean getHasAnomaly()

 Indicate if the statistics has anomaly.
 

bool has_anomaly = 4;

Returns:

The hasAnomaly.

getModelMonitoringJob

String getModelMonitoringJob()

 Model monitoring job resource name.
 

string model_monitoring_job = 5;

Returns:

The modelMonitoringJob.

getModelMonitoringJobBytes

com.google.protobuf.ByteString getModelMonitoringJobBytes()

 Model monitoring job resource name.
 

string model_monitoring_job = 5;

Returns:

The bytes for modelMonitoringJob.

getSchedule

String getSchedule()

 Schedule resource name.
 

string schedule = 6;

Returns:

The schedule.

getScheduleBytes

com.google.protobuf.ByteString getScheduleBytes()

 Schedule resource name.
 

string schedule = 6;

Returns:

The bytes for schedule.

hasCreateTime

boolean hasCreateTime()

 Statistics create time.
 

.google.protobuf.Timestamp create_time = 7;

Returns:

Whether the createTime field is set.

getCreateTime

com.google.protobuf.Timestamp getCreateTime()

 Statistics create time.
 

.google.protobuf.Timestamp create_time = 7;

Returns:

The createTime.

getCreateTimeOrBuilder

com.google.protobuf.TimestampOrBuilder getCreateTimeOrBuilder()

 Statistics create time.
 

.google.protobuf.Timestamp create_time = 7;

getAlgorithm

String getAlgorithm()

 Algorithm used to calculated the metrics, eg: jensen_shannon_divergence,
 l_infinity.
 

string algorithm = 8;

Returns:

The algorithm.

getAlgorithmBytes

com.google.protobuf.ByteString getAlgorithmBytes()

 Algorithm used to calculated the metrics, eg: jensen_shannon_divergence,
 l_infinity.
 

string algorithm = 8;

Returns:

The bytes for algorithm.