com.google.cloud.aiplatform.v1beta1

Interface ModelMonitoringObjectiveSpecOrBuilder

All Superinterfaces:

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

All Known Implementing Classes:

ModelMonitoringObjectiveSpec, ModelMonitoringObjectiveSpec.Builder

public interface ModelMonitoringObjectiveSpecOrBuilder
extends com.google.protobuf.MessageOrBuilder

Method Summary

Modifier and Type	Method and Description
ModelMonitoringInput	getBaselineDataset() Baseline dataset.
ModelMonitoringInputOrBuilder	getBaselineDatasetOrBuilder() Baseline dataset.
ExplanationSpec	getExplanationSpec() The explanation spec.
ExplanationSpecOrBuilder	getExplanationSpecOrBuilder() The explanation spec.
ModelMonitoringObjectiveSpec.ObjectiveCase	getObjectiveCase()
ModelMonitoringObjectiveSpec.TabularObjective	getTabularObjective() Tabular monitoring objective.
ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder	getTabularObjectiveOrBuilder() Tabular monitoring objective.
ModelMonitoringInput	getTargetDataset() Target dataset.
ModelMonitoringInputOrBuilder	getTargetDatasetOrBuilder() Target dataset.
boolean	hasBaselineDataset() Baseline dataset.
boolean	hasExplanationSpec() The explanation spec.
boolean	hasTabularObjective() Tabular monitoring objective.
boolean	hasTargetDataset() Target 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

hasTabularObjective

boolean hasTabularObjective()

 Tabular monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

Returns:

Whether the tabularObjective field is set.

getTabularObjective

ModelMonitoringObjectiveSpec.TabularObjective getTabularObjective()

 Tabular monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

Returns:

The tabularObjective.

getTabularObjectiveOrBuilder

ModelMonitoringObjectiveSpec.TabularObjectiveOrBuilder getTabularObjectiveOrBuilder()

 Tabular monitoring objective.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringObjectiveSpec.TabularObjective tabular_objective = 1;

hasExplanationSpec

boolean hasExplanationSpec()

 The explanation spec.
 This spec is required when the objectives spec includes feature attribution
 objectives.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

Returns:

Whether the explanationSpec field is set.

getExplanationSpec

ExplanationSpec getExplanationSpec()

 The explanation spec.
 This spec is required when the objectives spec includes feature attribution
 objectives.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

Returns:

The explanationSpec.

getExplanationSpecOrBuilder

ExplanationSpecOrBuilder getExplanationSpecOrBuilder()

 The explanation spec.
 This spec is required when the objectives spec includes feature attribution
 objectives.
 

.google.cloud.aiplatform.v1beta1.ExplanationSpec explanation_spec = 3;

hasBaselineDataset

boolean hasBaselineDataset()

 Baseline dataset.
 It could be the training dataset or production serving dataset from a
 previous period.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

Returns:

Whether the baselineDataset field is set.

getBaselineDataset

ModelMonitoringInput getBaselineDataset()

 Baseline dataset.
 It could be the training dataset or production serving dataset from a
 previous period.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

Returns:

The baselineDataset.

getBaselineDatasetOrBuilder

ModelMonitoringInputOrBuilder getBaselineDatasetOrBuilder()

 Baseline dataset.
 It could be the training dataset or production serving dataset from a
 previous period.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput baseline_dataset = 4;

hasTargetDataset

boolean hasTargetDataset()

 Target dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

Returns:

Whether the targetDataset field is set.

getTargetDataset

ModelMonitoringInput getTargetDataset()

 Target dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

Returns:

The targetDataset.

getTargetDatasetOrBuilder

ModelMonitoringInputOrBuilder getTargetDatasetOrBuilder()

 Target dataset.
 

.google.cloud.aiplatform.v1beta1.ModelMonitoringInput target_dataset = 5;

getObjectiveCase

ModelMonitoringObjectiveSpec.ObjectiveCase getObjectiveCase()