Package com.google.cloud.aiplatform.v1beta1

Interface ModelMonitoringObjectiveSpecOrBuilder

All Superinterfaces:
com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
All Known Implementing Classes:
ModelMonitoringObjectiveSpec, ModelMonitoringObjectiveSpec.Builder
@Generated public interface ModelMonitoringObjectiveSpecOrBuilder extends com.google.protobuf.MessageOrBuilder

  • Method Details

    • 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()