Package @google-cloud/aiplatform (1.13.0)

Represents a CustomHttpPattern.

Represents a Http.

Represents a HttpBody.

Represents a HttpRule.

Represents a ResourceDescriptor.

Represents a ResourceReference.

Represents an ActiveLearningConfig.

Represents an AddContextArtifactsAndExecutionsRequest.

Represents an AddContextArtifactsAndExecutionsResponse.

Represents an AddContextChildrenRequest.

Represents an AddContextChildrenResponse.

Represents an AddExecutionEventsRequest.

Represents an AddExecutionEventsResponse.

Represents an AddTrialMeasurementRequest.

Represents an Annotation.

Represents an AnnotationSpec.

Represents an Artifact.

Represents an Attribution.

Represents an AutomaticResources.

Represents an AutoscalingMetricSpec.

Represents an AvroSource.

Represents a BatchCreateFeaturesOperationMetadata.

Represents a BatchCreateFeaturesRequest.

Represents a BatchCreateFeaturesResponse.

Represents a BatchCreateTensorboardRunsRequest.

Represents a BatchCreateTensorboardRunsResponse.

Represents a BatchCreateTensorboardTimeSeriesRequest.

Represents a BatchCreateTensorboardTimeSeriesResponse.

Represents a BatchDedicatedResources.

Represents a BatchMigrateResourcesOperationMetadata.

Represents a PartialResult.

Represents a BatchMigrateResourcesRequest.

Represents a BatchMigrateResourcesResponse.

Represents a BatchPredictionJob.

Represents an InputConfig.

Represents an OutputConfig.

Represents an OutputInfo.

Represents a BatchReadFeatureValuesOperationMetadata.

Represents a BatchReadFeatureValuesRequest.

Represents an EntityTypeSpec.

Represents a PassThroughField.

Represents a BatchReadFeatureValuesResponse.

Represents a BatchReadTensorboardTimeSeriesDataRequest.

Represents a BatchReadTensorboardTimeSeriesDataResponse.

Represents a BigQueryDestination.

Represents a BigQuerySource.

Represents a BoolArray.

Represents a CancelBatchPredictionJobRequest.

Represents a CancelCustomJobRequest.

Represents a CancelDataLabelingJobRequest.

Represents a CancelHyperparameterTuningJobRequest.

Represents a CancelPipelineJobRequest.

Represents a CancelTrainingPipelineRequest.

Represents a CheckTrialEarlyStoppingStateMetatdata.

Represents a CheckTrialEarlyStoppingStateRequest.

Represents a CheckTrialEarlyStoppingStateResponse.

Represents a CompleteTrialRequest.

Represents a CompletionStats.

Represents a ContainerRegistryDestination.

Represents a ContainerSpec.

Represents a Context.

Represents a CreateArtifactRequest.

Represents a CreateBatchPredictionJobRequest.

Represents a CreateContextRequest.

Represents a CreateCustomJobRequest.

Represents a CreateDataLabelingJobRequest.

Represents a CreateDatasetOperationMetadata.

Represents a CreateDatasetRequest.

Represents a CreateEndpointOperationMetadata.

Represents a CreateEndpointRequest.

Represents a CreateEntityTypeOperationMetadata.

Represents a CreateEntityTypeRequest.

Represents a CreateExecutionRequest.

Represents a CreateFeatureOperationMetadata.

Represents a CreateFeatureRequest.

Represents a CreateFeaturestoreOperationMetadata.

Represents a CreateFeaturestoreRequest.

Represents a CreateHyperparameterTuningJobRequest.

Represents a CreateIndexEndpointOperationMetadata.

Represents a CreateIndexEndpointRequest.

Represents a CreateIndexOperationMetadata.

Represents a CreateIndexRequest.

Represents a CreateMetadataSchemaRequest.

Represents a CreateMetadataStoreOperationMetadata.

Represents a CreateMetadataStoreRequest.

Represents a CreateModelDeploymentMonitoringJobRequest.

Represents a CreatePipelineJobRequest.

Represents a CreateSpecialistPoolOperationMetadata.

Represents a CreateSpecialistPoolRequest.

Represents a CreateStudyRequest.

Represents a CreateTensorboardExperimentRequest.

Represents a CreateTensorboardOperationMetadata.

Represents a CreateTensorboardRequest.

Represents a CreateTensorboardRunRequest.

Represents a CreateTensorboardTimeSeriesRequest.

Represents a CreateTrainingPipelineRequest.

Represents a CreateTrialRequest.

Represents a CsvDestination.

Represents a CsvSource.

Represents a CustomJob.

Represents a CustomJobSpec.

Represents a DataItem.

Represents a DataLabelingJob.

Represents a Dataset.

Represents a DatasetService

Represents a DedicatedResources.

Represents a DeleteArtifactRequest.

Represents a DeleteBatchPredictionJobRequest.

Represents a DeleteContextRequest.

Represents a DeleteCustomJobRequest.

Represents a DeleteDataLabelingJobRequest.

Represents a DeleteDatasetRequest.

Represents a DeleteEndpointRequest.

Represents a DeleteEntityTypeRequest.

Represents a DeleteExecutionRequest.

Represents a DeleteFeatureRequest.

Represents a DeleteFeaturestoreRequest.

Represents a DeleteHyperparameterTuningJobRequest.

Represents a DeleteIndexEndpointRequest.

Represents a DeleteIndexRequest.

Represents a DeleteMetadataStoreOperationMetadata.

Represents a DeleteMetadataStoreRequest.

Represents a DeleteModelDeploymentMonitoringJobRequest.

Represents a DeleteModelRequest.

Represents a DeleteOperationMetadata.

Represents a DeletePipelineJobRequest.

Represents a DeleteSpecialistPoolRequest.

Represents a DeleteStudyRequest.

Represents a DeleteTensorboardExperimentRequest.

Represents a DeleteTensorboardRequest.

Represents a DeleteTensorboardRunRequest.

Represents a DeleteTensorboardTimeSeriesRequest.

Represents a DeleteTrainingPipelineRequest.

Represents a DeleteTrialRequest.

Represents a DeployedIndex.

Represents a DeployedIndexAuthConfig.

Represents an AuthProvider.

Represents a DeployedIndexRef.

Represents a DeployedModel.

Represents a DeployedModelRef.

Represents a DeployIndexOperationMetadata.

Represents a DeployIndexRequest.

Represents a DeployIndexResponse.

Represents a DeployModelOperationMetadata.

Represents a DeployModelRequest.

Represents a DeployModelResponse.

Represents a DestinationFeatureSetting.

Represents a DiskSpec.

Represents a DoubleArray.

Represents an EncryptionSpec.

Represents an Endpoint.

Represents an EndpointService

Represents an EntityType.

Represents an EnvVar.

Represents an Event.

Represents an Execution.

Represents an ExplainRequest.

Represents an ExplainResponse.

Represents an Explanation.

Represents an ExplanationMetadata.

Represents an InputMetadata.

Represents a FeatureValueDomain.

Represents a Visualization.

Represents an OutputMetadata.

Represents an ExplanationMetadataOverride.

Represents an InputMetadataOverride.

Represents an ExplanationParameters.

Represents an ExplanationSpec.

Represents an ExplanationSpecOverride.

Represents an ExportDataConfig.

Represents an ExportDataOperationMetadata.

Represents an ExportDataRequest.

Represents an ExportDataResponse.

Represents an ExportFeatureValuesOperationMetadata.

Represents an ExportFeatureValuesRequest.

Represents a SnapshotExport.

Represents an ExportFeatureValuesResponse.

Represents an ExportModelOperationMetadata.

Represents an OutputInfo.

Represents an ExportModelRequest.

Represents an OutputConfig.

Represents an ExportModelResponse.

Represents an ExportTensorboardTimeSeriesDataRequest.

Represents an ExportTensorboardTimeSeriesDataResponse.

Represents a Feature.

Represents a FeatureNoiseSigma.

Represents a NoiseSigmaForFeature.

Represents a FeatureSelector.

Represents a FeatureStatsAnomaly.

Represents a Featurestore.

Represents an OnlineServingConfig.

Represents a FeaturestoreOnlineServingService

Represents a FeaturestoreService

Represents a FeatureValue.

Represents a Metadata.

Represents a FeatureValueDestination.

Represents a FeatureValueList.

Represents a FilterSplit.

Represents a FractionSplit.

Represents a GcsDestination.

Represents a GcsSource.

Represents a GenericOperationMetadata.

Represents a GetAnnotationSpecRequest.

Represents a GetArtifactRequest.

Represents a GetBatchPredictionJobRequest.

Represents a GetContextRequest.

Represents a GetCustomJobRequest.

Represents a GetDataLabelingJobRequest.

Represents a GetDatasetRequest.

Represents a GetEndpointRequest.

Represents a GetEntityTypeRequest.

Represents a GetExecutionRequest.

Represents a GetFeatureRequest.

Represents a GetFeaturestoreRequest.

Represents a GetHyperparameterTuningJobRequest.

Represents a GetIndexEndpointRequest.

Represents a GetIndexRequest.

Represents a GetMetadataSchemaRequest.

Represents a GetMetadataStoreRequest.

Represents a GetModelDeploymentMonitoringJobRequest.

Represents a GetModelEvaluationRequest.

Represents a GetModelEvaluationSliceRequest.

Represents a GetModelRequest.

Represents a GetPipelineJobRequest.

Represents a GetSpecialistPoolRequest.

Represents a GetStudyRequest.

Represents a GetTensorboardExperimentRequest.

Represents a GetTensorboardRequest.

Represents a GetTensorboardRunRequest.

Represents a GetTensorboardTimeSeriesRequest.

Represents a GetTrainingPipelineRequest.

Represents a GetTrialRequest.

Represents a HyperparameterTuningJob.

Represents an IdMatcher.

Represents an ImportDataConfig.

Represents an ImportDataOperationMetadata.

Represents an ImportDataRequest.

Represents an ImportDataResponse.

Represents an ImportFeatureValuesOperationMetadata.

Represents an ImportFeatureValuesRequest.

Represents a FeatureSpec.

Represents an ImportFeatureValuesResponse.

Represents an Index.

Represents an IndexEndpoint.

Represents an IndexEndpointService

Represents an IndexPrivateEndpoints.

Represents an IndexService

Represents an InputDataConfig.

Represents an Int64Array.

Represents an IntegratedGradientsAttribution.

Represents a JobService

Represents a LineageSubgraph.

Represents a ListAnnotationsRequest.

Represents a ListAnnotationsResponse.

Represents a ListArtifactsRequest.

Represents a ListArtifactsResponse.

Represents a ListBatchPredictionJobsRequest.

Represents a ListBatchPredictionJobsResponse.

Represents a ListContextsRequest.

Represents a ListContextsResponse.

Represents a ListCustomJobsRequest.

Represents a ListCustomJobsResponse.

Represents a ListDataItemsRequest.

Represents a ListDataItemsResponse.

Represents a ListDataLabelingJobsRequest.

Represents a ListDataLabelingJobsResponse.

Represents a ListDatasetsRequest.

Represents a ListDatasetsResponse.

Represents a ListEndpointsRequest.

Represents a ListEndpointsResponse.

Represents a ListEntityTypesRequest.

Represents a ListEntityTypesResponse.

Represents a ListExecutionsRequest.

Represents a ListExecutionsResponse.

Represents a ListFeaturesRequest.

Represents a ListFeaturesResponse.

Represents a ListFeaturestoresRequest.

Represents a ListFeaturestoresResponse.

Represents a ListHyperparameterTuningJobsRequest.

Represents a ListHyperparameterTuningJobsResponse.

Represents a ListIndexEndpointsRequest.

Represents a ListIndexEndpointsResponse.

Represents a ListIndexesRequest.

Represents a ListIndexesResponse.

Represents a ListMetadataSchemasRequest.

Represents a ListMetadataSchemasResponse.

Represents a ListMetadataStoresRequest.

Represents a ListMetadataStoresResponse.

Represents a ListModelDeploymentMonitoringJobsRequest.

Represents a ListModelDeploymentMonitoringJobsResponse.

Represents a ListModelEvaluationSlicesRequest.

Represents a ListModelEvaluationSlicesResponse.

Represents a ListModelEvaluationsRequest.

Represents a ListModelEvaluationsResponse.

Represents a ListModelsRequest.

Represents a ListModelsResponse.

Represents a ListOptimalTrialsRequest.

Represents a ListOptimalTrialsResponse.

Represents a ListPipelineJobsRequest.

Represents a ListPipelineJobsResponse.

Represents a ListSpecialistPoolsRequest.

Represents a ListSpecialistPoolsResponse.

Represents a ListStudiesRequest.

Represents a ListStudiesResponse.

Represents a ListTensorboardExperimentsRequest.

Represents a ListTensorboardExperimentsResponse.

Represents a ListTensorboardRunsRequest.

Represents a ListTensorboardRunsResponse.

Represents a ListTensorboardsRequest.

Represents a ListTensorboardsResponse.

Represents a ListTensorboardTimeSeriesRequest.

Represents a ListTensorboardTimeSeriesResponse.

Represents a ListTrainingPipelinesRequest.

Represents a ListTrainingPipelinesResponse.

Represents a ListTrialsRequest.

Represents a ListTrialsResponse.

Represents a LookupStudyRequest.

Represents a MachineSpec.

Represents a ManualBatchTuningParameters.

Represents a Measurement.

Represents a Metric.

Represents a MetadataSchema.

Represents a MetadataService

Represents a MetadataStore.

Represents a MetadataStoreState.

Represents a MigratableResource.

Represents an AutomlDataset.

Represents an AutomlModel.

Represents a DataLabelingDataset.

Represents a DataLabelingAnnotatedDataset.

Represents a MlEngineModelVersion.

Represents a MigrateResourceRequest.

Represents a MigrateAutomlDatasetConfig.

Represents a MigrateAutomlModelConfig.

Represents a MigrateDataLabelingDatasetConfig.

Represents a MigrateDataLabelingAnnotatedDatasetConfig.

Represents a MigrateMlEngineModelVersionConfig.

Represents a MigrateResourceResponse.

Represents a MigrationService

Represents a Model.

Represents an ExportFormat.

Represents a ModelContainerSpec.

Represents a ModelDeploymentMonitoringBigQueryTable.

Represents a ModelDeploymentMonitoringJob.

Represents a ModelDeploymentMonitoringObjectiveConfig.

Represents a ModelDeploymentMonitoringScheduleConfig.

Represents a ModelEvaluation.

Represents a ModelEvaluationSlice.

Represents a Slice.

Represents a ModelExplanation.

Represents a ModelMonitoringAlertConfig.

Represents an EmailAlertConfig.

Represents a ModelMonitoringObjectiveConfig.

Represents an ExplanationConfig.

Represents an ExplanationBaseline.

Represents a PredictionDriftDetectionConfig.

Represents a TrainingDataset.

Represents a TrainingPredictionSkewDetectionConfig.

Represents a ModelMonitoringStatsAnomalies.

Represents a FeatureHistoricStatsAnomalies.

Represents a ModelService

Represents a NearestNeighborSearchOperationMetadata.

Represents a ContentValidationStats.

Represents a RecordError.

Represents a PauseModelDeploymentMonitoringJobRequest.

Represents a PipelineJob.

Represents a RuntimeConfig.

Represents a PipelineJobDetail.

Represents a PipelineService

Represents a PipelineTaskDetail.

Represents an ArtifactList.

Represents a PipelineTaskStatus.

Represents a PipelineTaskExecutorDetail.

Represents a ContainerDetail.

Represents a CustomJobDetail.

Represents a Port.

Represents a PredefinedSplit.

Represents a PredictionService

Represents a PredictRequest.

Represents a PredictResponse.

Represents a PredictSchemata.

Represents a PrivateEndpoints.

Represents a PurgeArtifactsMetadata.

Represents a PurgeArtifactsRequest.

Represents a PurgeArtifactsResponse.

Represents a PurgeContextsMetadata.

Represents a PurgeContextsRequest.

Represents a PurgeContextsResponse.

Represents a PurgeExecutionsMetadata.

Represents a PurgeExecutionsRequest.

Represents a PurgeExecutionsResponse.

Represents a PythonPackageSpec.

Represents a QueryArtifactLineageSubgraphRequest.

Represents a QueryContextLineageSubgraphRequest.

Represents a QueryExecutionInputsAndOutputsRequest.

Represents a RawPredictRequest.

Represents a ReadFeatureValuesRequest.

Represents a ReadFeatureValuesResponse.

Represents an EntityView.

Represents a Data.

Represents a FeatureDescriptor.

Represents a Header.

Represents a ReadTensorboardBlobDataRequest.

Represents a ReadTensorboardBlobDataResponse.

Represents a ReadTensorboardTimeSeriesDataRequest.

Represents a ReadTensorboardTimeSeriesDataResponse.

Represents a ResourcesConsumed.

Represents a ResumeModelDeploymentMonitoringJobRequest.

Represents a SampleConfig.

Represents a SampledShapleyAttribution.

Represents a SamplingStrategy.

Represents a RandomSampleConfig.

Represents a Scalar.

Represents a Scheduling.

Represents an ImageClassificationPredictionInstance.

Represents an ImageObjectDetectionPredictionInstance.

Represents an ImageSegmentationPredictionInstance.

Represents a TextClassificationPredictionInstance.

Represents a TextExtractionPredictionInstance.

Represents a TextSentimentPredictionInstance.

Represents a VideoActionRecognitionPredictionInstance.

Represents a VideoClassificationPredictionInstance.

Represents a VideoObjectTrackingPredictionInstance.

Represents an ImageClassificationPredictionParams.

Represents an ImageObjectDetectionPredictionParams.

Represents an ImageSegmentationPredictionParams.

Represents a VideoActionRecognitionPredictionParams.

Represents a VideoClassificationPredictionParams.

Represents a VideoObjectTrackingPredictionParams.

Represents a ClassificationPredictionResult.

Represents an ImageObjectDetectionPredictionResult.

Represents an ImageSegmentationPredictionResult.

Represents a TabularClassificationPredictionResult.

Represents a TabularRegressionPredictionResult.

Represents a TextExtractionPredictionResult.

Represents a TextSentimentPredictionResult.

Represents a VideoActionRecognitionPredictionResult.

Represents a VideoClassificationPredictionResult.

Represents a VideoObjectTrackingPredictionResult.

Represents a Frame.

Represents an AutoMlImageClassification.

Represents an AutoMlImageClassificationInputs.

Represents an AutoMlImageClassificationMetadata.

Represents an AutoMlImageObjectDetection.

Represents an AutoMlImageObjectDetectionInputs.

Represents an AutoMlImageObjectDetectionMetadata.

Represents an AutoMlImageSegmentation.

Represents an AutoMlImageSegmentationInputs.

Represents an AutoMlImageSegmentationMetadata.

Represents an AutoMlTables.

Represents an AutoMlTablesInputs.

Represents a Transformation.

Represents an AutoTransformation.

Represents a CategoricalArrayTransformation.

Represents a CategoricalTransformation.

Represents a NumericArrayTransformation.

Represents a NumericTransformation.

Represents a TextArrayTransformation.

Represents a TextTransformation.

Represents a TimestampTransformation.

Represents an AutoMlTablesMetadata.

Represents an AutoMlTextClassification.

Represents an AutoMlTextClassificationInputs.

Represents an AutoMlTextExtraction.

Represents an AutoMlTextExtractionInputs.

Represents an AutoMlTextSentiment.

Represents an AutoMlTextSentimentInputs.

Represents an AutoMlVideoActionRecognition.

Represents an AutoMlVideoActionRecognitionInputs.

Represents an AutoMlVideoClassification.

Represents an AutoMlVideoClassificationInputs.

Represents an AutoMlVideoObjectTracking.

Represents an AutoMlVideoObjectTrackingInputs.

Represents an ExportEvaluatedDataItemsConfig.

Represents a SearchFeaturesRequest.

Represents a SearchFeaturesResponse.

Represents a SearchMigratableResourcesRequest.

Represents a SearchMigratableResourcesResponse.

Represents a SearchModelDeploymentMonitoringStatsAnomaliesRequest.

Represents a StatsAnomaliesObjective.

Represents a SearchModelDeploymentMonitoringStatsAnomaliesResponse.

Represents a SmoothGradConfig.

Represents a SpecialistPool.

Represents a SpecialistPoolService

Represents a StopTrialRequest.

Represents a StreamingReadFeatureValuesRequest.

Represents a StringArray.

Represents a Study.

Represents a StudySpec.

Represents a DecayCurveAutomatedStoppingSpec.

Represents a MedianAutomatedStoppingSpec.

Represents a MetricSpec.

Represents a ParameterSpec.

Represents a CategoricalValueSpec.

Represents a ConditionalParameterSpec.

Represents a CategoricalValueCondition.

Represents a DiscreteValueCondition.

Represents an IntValueCondition.

Represents a DiscreteValueSpec.

Represents a DoubleValueSpec.

Represents an IntegerValueSpec.

Represents a SuggestTrialsMetadata.

Represents a SuggestTrialsRequest.

Represents a SuggestTrialsResponse.

Represents a Tensorboard.

Represents a TensorboardBlob.

Represents a TensorboardBlobSequence.

Represents a TensorboardExperiment.

Represents a TensorboardRun.

Represents a TensorboardService

Represents a TensorboardTensor.

Represents a TensorboardTimeSeries.

Represents a Metadata.

Represents a TFRecordDestination.

Represents a ThresholdConfig.

Represents a TimeSeriesData.

Represents a TimeSeriesDataPoint.

Represents a TimestampSplit.

Represents a TrainingConfig.

Represents a TrainingPipeline.

Represents a Trial.

Represents a Parameter.

Represents an UndeployIndexOperationMetadata.

Represents an UndeployIndexRequest.

Represents an UndeployIndexResponse.

Represents an UndeployModelOperationMetadata.

Represents an UndeployModelRequest.

Represents an UndeployModelResponse.

Represents an UpdateArtifactRequest.

Represents an UpdateContextRequest.

Represents an UpdateDatasetRequest.

Represents an UpdateEndpointRequest.

Represents an UpdateEntityTypeRequest.

Represents an UpdateExecutionRequest.

Represents an UpdateFeatureRequest.

Represents an UpdateFeaturestoreOperationMetadata.

Represents an UpdateFeaturestoreRequest.

Represents an UpdateIndexEndpointRequest.

Represents an UpdateIndexOperationMetadata.

Represents an UpdateIndexRequest.

Represents an UpdateModelDeploymentMonitoringJobOperationMetadata.

Represents an UpdateModelDeploymentMonitoringJobRequest.

Represents an UpdateModelRequest.

Represents an UpdateSpecialistPoolOperationMetadata.

Represents an UpdateSpecialistPoolRequest.

Represents an UpdateTensorboardExperimentRequest.

Represents an UpdateTensorboardOperationMetadata.

Represents an UpdateTensorboardRequest.

Represents an UpdateTensorboardRunRequest.

Represents an UpdateTensorboardTimeSeriesRequest.

Represents an UploadModelOperationMetadata.

Represents an UploadModelRequest.

Represents an UploadModelResponse.

Represents a UserActionReference.

Represents a Value.

Represents a VizierService

Represents a WorkerPoolSpec.

Represents a WriteTensorboardExperimentDataRequest.

Represents a WriteTensorboardExperimentDataResponse.

Represents a WriteTensorboardRunDataRequest.

Represents a WriteTensorboardRunDataResponse.

Represents a XraiAttribution.

Represents an ActiveLearningConfig.

Represents an AddContextArtifactsAndExecutionsRequest.

Represents an AddContextArtifactsAndExecutionsResponse.

Represents an AddContextChildrenRequest.

Represents an AddContextChildrenResponse.

Represents an AddExecutionEventsRequest.

Represents an AddExecutionEventsResponse.

Represents an AddTrialMeasurementRequest.

Represents an Annotation.

Represents an AnnotationSpec.

Represents an Artifact.

Represents an Attribution.

Represents an AutomaticResources.

Represents an AutoscalingMetricSpec.

Represents an AvroSource.

Represents a BatchCreateFeaturesOperationMetadata.

Represents a BatchCreateFeaturesRequest.

Represents a BatchCreateFeaturesResponse.

Represents a BatchCreateTensorboardRunsRequest.

Represents a BatchCreateTensorboardRunsResponse.

Represents a BatchCreateTensorboardTimeSeriesRequest.

Represents a BatchCreateTensorboardTimeSeriesResponse.

Represents a BatchDedicatedResources.

Represents a BatchMigrateResourcesOperationMetadata.

Represents a PartialResult.

Represents a BatchMigrateResourcesRequest.

Represents a BatchMigrateResourcesResponse.

Represents a BatchPredictionJob.

Represents an InputConfig.

Represents an OutputConfig.

Represents an OutputInfo.

Represents a BatchReadFeatureValuesOperationMetadata.

Represents a BatchReadFeatureValuesRequest.

Represents an EntityTypeSpec.

Represents a PassThroughField.

Represents a BatchReadFeatureValuesResponse.

Represents a BatchReadTensorboardTimeSeriesDataRequest.

Represents a BatchReadTensorboardTimeSeriesDataResponse.

Represents a BigQueryDestination.

Represents a BigQuerySource.

Represents a BoolArray.

Represents a CancelBatchPredictionJobRequest.

Represents a CancelCustomJobRequest.

Represents a CancelDataLabelingJobRequest.

Represents a CancelHyperparameterTuningJobRequest.

Represents a CancelPipelineJobRequest.

Represents a CancelTrainingPipelineRequest.

Represents a CheckTrialEarlyStoppingStateMetatdata.

Represents a CheckTrialEarlyStoppingStateRequest.

Represents a CheckTrialEarlyStoppingStateResponse.

Represents a CompleteTrialRequest.

Represents a CompletionStats.

Represents a ContainerRegistryDestination.

Represents a ContainerSpec.

Represents a Context.

Represents a CreateArtifactRequest.

Represents a CreateBatchPredictionJobRequest.

Represents a CreateContextRequest.

Represents a CreateCustomJobRequest.

Represents a CreateDataLabelingJobRequest.

Represents a CreateDatasetOperationMetadata.

Represents a CreateDatasetRequest.

Represents a CreateEndpointOperationMetadata.

Represents a CreateEndpointRequest.

Represents a CreateEntityTypeOperationMetadata.

Represents a CreateEntityTypeRequest.

Represents a CreateExecutionRequest.

Represents a CreateFeatureOperationMetadata.

Represents a CreateFeatureRequest.

Represents a CreateFeaturestoreOperationMetadata.

Represents a CreateFeaturestoreRequest.

Represents a CreateHyperparameterTuningJobRequest.

Represents a CreateIndexEndpointOperationMetadata.

Represents a CreateIndexEndpointRequest.

Represents a CreateIndexOperationMetadata.

Represents a CreateIndexRequest.

Represents a CreateMetadataSchemaRequest.

Represents a CreateMetadataStoreOperationMetadata.

Represents a CreateMetadataStoreRequest.

Represents a CreateModelDeploymentMonitoringJobRequest.

Represents a CreatePipelineJobRequest.

Represents a CreateSpecialistPoolOperationMetadata.

Represents a CreateSpecialistPoolRequest.

Represents a CreateStudyRequest.

Represents a CreateTensorboardExperimentRequest.

Represents a CreateTensorboardOperationMetadata.

Represents a CreateTensorboardRequest.

Represents a CreateTensorboardRunRequest.

Represents a CreateTensorboardTimeSeriesRequest.

Represents a CreateTrainingPipelineRequest.

Represents a CreateTrialRequest.

Represents a CsvDestination.

Represents a CsvSource.

Represents a CustomJob.

Represents a CustomJobSpec.

Represents a DataItem.

Represents a DataLabelingJob.

Represents a Dataset.

Represents a DatasetService

Represents a DedicatedResources.

Represents a DeleteArtifactRequest.

Represents a DeleteBatchPredictionJobRequest.

Represents a DeleteContextRequest.

Represents a DeleteCustomJobRequest.

Represents a DeleteDataLabelingJobRequest.

Represents a DeleteDatasetRequest.

Represents a DeleteEndpointRequest.

Represents a DeleteEntityTypeRequest.

Represents a DeleteExecutionRequest.

Represents a DeleteFeatureRequest.

Represents a DeleteFeaturestoreRequest.

Represents a DeleteHyperparameterTuningJobRequest.

Represents a DeleteIndexEndpointRequest.

Represents a DeleteIndexRequest.

Represents a DeleteMetadataStoreOperationMetadata.

Represents a DeleteMetadataStoreRequest.

Represents a DeleteModelDeploymentMonitoringJobRequest.

Represents a DeleteModelRequest.

Represents a DeleteOperationMetadata.

Represents a DeletePipelineJobRequest.

Represents a DeleteSpecialistPoolRequest.

Represents a DeleteStudyRequest.

Represents a DeleteTensorboardExperimentRequest.

Represents a DeleteTensorboardRequest.

Represents a DeleteTensorboardRunRequest.

Represents a DeleteTensorboardTimeSeriesRequest.

Represents a DeleteTrainingPipelineRequest.

Represents a DeleteTrialRequest.

Represents a DeployedIndex.

Represents a DeployedIndexAuthConfig.

Represents an AuthProvider.

Represents a DeployedIndexRef.

Represents a DeployedModel.

Represents a DeployedModelRef.

Represents a DeployIndexOperationMetadata.

Represents a DeployIndexRequest.

Represents a DeployIndexResponse.

Represents a DeployModelOperationMetadata.

Represents a DeployModelRequest.

Represents a DeployModelResponse.

Represents a DestinationFeatureSetting.

Represents a DiskSpec.

Represents a DoubleArray.

Represents an EncryptionSpec.

Represents an Endpoint.

Represents an EndpointService

Represents an EntityType.

Represents an EnvVar.

Represents an Event.

Represents an Execution.

Represents an ExplainRequest.

Represents an ExplainResponse.

Represents an Explanation.

Represents an ExplanationMetadata.

Represents an InputMetadata.

Represents a FeatureValueDomain.

Represents a Visualization.

Represents an OutputMetadata.

Represents an ExplanationMetadataOverride.

Represents an InputMetadataOverride.

Represents an ExplanationParameters.

Represents an ExplanationSpec.

Represents an ExplanationSpecOverride.

Represents an ExportDataConfig.

Represents an ExportDataOperationMetadata.

Represents an ExportDataRequest.

Represents an ExportDataResponse.

Represents an ExportFeatureValuesOperationMetadata.

Represents an ExportFeatureValuesRequest.

Represents a SnapshotExport.

Represents an ExportFeatureValuesResponse.

Represents an ExportModelOperationMetadata.

Represents an OutputInfo.

Represents an ExportModelRequest.

Represents an OutputConfig.

Represents an ExportModelResponse.

Represents an ExportTensorboardTimeSeriesDataRequest.

Represents an ExportTensorboardTimeSeriesDataResponse.

Represents a Feature.

Represents a FeatureNoiseSigma.

Represents a NoiseSigmaForFeature.

Represents a FeatureSelector.

Represents a FeatureStatsAnomaly.

Represents a Featurestore.

Represents an OnlineServingConfig.

Represents a FeaturestoreMonitoringConfig.

Represents a SnapshotAnalysis.

Represents a FeaturestoreOnlineServingService

Represents a FeaturestoreService

Represents a FeatureValue.

Represents a Metadata.

Represents a FeatureValueDestination.

Represents a FeatureValueList.

Represents a FilterSplit.

Represents a FractionSplit.

Represents a GcsDestination.

Represents a GcsSource.

Represents a GenericOperationMetadata.

Represents a GetAnnotationSpecRequest.

Represents a GetArtifactRequest.

Represents a GetBatchPredictionJobRequest.

Represents a GetContextRequest.

Represents a GetCustomJobRequest.

Represents a GetDataLabelingJobRequest.

Represents a GetDatasetRequest.

Represents a GetEndpointRequest.

Represents a GetEntityTypeRequest.

Represents a GetExecutionRequest.

Represents a GetFeatureRequest.

Represents a GetFeaturestoreRequest.

Represents a GetHyperparameterTuningJobRequest.

Represents a GetIndexEndpointRequest.

Represents a GetIndexRequest.

Represents a GetMetadataSchemaRequest.

Represents a GetMetadataStoreRequest.

Represents a GetModelDeploymentMonitoringJobRequest.

Represents a GetModelEvaluationRequest.

Represents a GetModelEvaluationSliceRequest.

Represents a GetModelRequest.

Represents a GetPipelineJobRequest.

Represents a GetSpecialistPoolRequest.

Represents a GetStudyRequest.

Represents a GetTensorboardExperimentRequest.

Represents a GetTensorboardRequest.

Represents a GetTensorboardRunRequest.

Represents a GetTensorboardTimeSeriesRequest.

Represents a GetTrainingPipelineRequest.

Represents a GetTrialRequest.

Represents a HyperparameterTuningJob.

Represents an IdMatcher.

Represents an ImportDataConfig.

Represents an ImportDataOperationMetadata.

Represents an ImportDataRequest.

Represents an ImportDataResponse.

Represents an ImportFeatureValuesOperationMetadata.

Represents an ImportFeatureValuesRequest.

Represents a FeatureSpec.

Represents an ImportFeatureValuesResponse.

Represents an Index.

Represents an IndexEndpoint.

Represents an IndexEndpointService

Represents an IndexPrivateEndpoints.

Represents an IndexService

Represents an InputDataConfig.

Represents an Int64Array.

Represents an IntegratedGradientsAttribution.

Represents a JobService

Represents a LineageSubgraph.

Represents a ListAnnotationsRequest.

Represents a ListAnnotationsResponse.

Represents a ListArtifactsRequest.

Represents a ListArtifactsResponse.

Represents a ListBatchPredictionJobsRequest.

Represents a ListBatchPredictionJobsResponse.

Represents a ListContextsRequest.

Represents a ListContextsResponse.

Represents a ListCustomJobsRequest.

Represents a ListCustomJobsResponse.

Represents a ListDataItemsRequest.

Represents a ListDataItemsResponse.

Represents a ListDataLabelingJobsRequest.

Represents a ListDataLabelingJobsResponse.

Represents a ListDatasetsRequest.

Represents a ListDatasetsResponse.

Represents a ListEndpointsRequest.

Represents a ListEndpointsResponse.

Represents a ListEntityTypesRequest.

Represents a ListEntityTypesResponse.

Represents a ListExecutionsRequest.

Represents a ListExecutionsResponse.

Represents a ListFeaturesRequest.

Represents a ListFeaturesResponse.

Represents a ListFeaturestoresRequest.

Represents a ListFeaturestoresResponse.

Represents a ListHyperparameterTuningJobsRequest.

Represents a ListHyperparameterTuningJobsResponse.

Represents a ListIndexEndpointsRequest.

Represents a ListIndexEndpointsResponse.

Represents a ListIndexesRequest.

Represents a ListIndexesResponse.

Represents a ListMetadataSchemasRequest.

Represents a ListMetadataSchemasResponse.

Represents a ListMetadataStoresRequest.

Represents a ListMetadataStoresResponse.

Represents a ListModelDeploymentMonitoringJobsRequest.

Represents a ListModelDeploymentMonitoringJobsResponse.

Represents a ListModelEvaluationSlicesRequest.

Represents a ListModelEvaluationSlicesResponse.

Represents a ListModelEvaluationsRequest.

Represents a ListModelEvaluationsResponse.

Represents a ListModelsRequest.

Represents a ListModelsResponse.

Represents a ListOptimalTrialsRequest.

Represents a ListOptimalTrialsResponse.

Represents a ListPipelineJobsRequest.

Represents a ListPipelineJobsResponse.

Represents a ListSpecialistPoolsRequest.

Represents a ListSpecialistPoolsResponse.

Represents a ListStudiesRequest.

Represents a ListStudiesResponse.

Represents a ListTensorboardExperimentsRequest.

Represents a ListTensorboardExperimentsResponse.

Represents a ListTensorboardRunsRequest.

Represents a ListTensorboardRunsResponse.

Represents a ListTensorboardsRequest.

Represents a ListTensorboardsResponse.

Represents a ListTensorboardTimeSeriesRequest.

Represents a ListTensorboardTimeSeriesResponse.

Represents a ListTrainingPipelinesRequest.

Represents a ListTrainingPipelinesResponse.

Represents a ListTrialsRequest.

Represents a ListTrialsResponse.

Represents a LookupStudyRequest.

Represents a MachineSpec.

Represents a ManualBatchTuningParameters.

Represents a Measurement.

Represents a Metric.

Represents a MetadataSchema.

Represents a MetadataService

Represents a MetadataStore.

Represents a MetadataStoreState.

Represents a MigratableResource.

Represents an AutomlDataset.

Represents an AutomlModel.

Represents a DataLabelingDataset.

Represents a DataLabelingAnnotatedDataset.

Represents a MlEngineModelVersion.

Represents a MigrateResourceRequest.

Represents a MigrateAutomlDatasetConfig.

Represents a MigrateAutomlModelConfig.

Represents a MigrateDataLabelingDatasetConfig.

Represents a MigrateDataLabelingAnnotatedDatasetConfig.

Represents a MigrateMlEngineModelVersionConfig.

Represents a MigrateResourceResponse.

Represents a MigrationService

Represents a Model.

Represents an ExportFormat.

Represents a ModelContainerSpec.

Represents a ModelDeploymentMonitoringBigQueryTable.

Represents a ModelDeploymentMonitoringJob.

Represents a ModelDeploymentMonitoringObjectiveConfig.

Represents a ModelDeploymentMonitoringScheduleConfig.

Represents a ModelEvaluation.

Represents a ModelEvaluationExplanationSpec.

Represents a ModelEvaluationSlice.

Represents a Slice.

Represents a ModelExplanation.

Represents a ModelMonitoringAlertConfig.

Represents an EmailAlertConfig.

Represents a ModelMonitoringObjectiveConfig.

Represents an ExplanationConfig.

Represents an ExplanationBaseline.

Represents a PredictionDriftDetectionConfig.

Represents a TrainingDataset.

Represents a TrainingPredictionSkewDetectionConfig.

Represents a ModelMonitoringStatsAnomalies.

Represents a FeatureHistoricStatsAnomalies.

Represents a ModelService

Represents a NearestNeighborSearchOperationMetadata.

Represents a ContentValidationStats.

Represents a RecordError.

Represents a PauseModelDeploymentMonitoringJobRequest.

Represents a PipelineJob.

Represents a RuntimeConfig.

Represents a PipelineJobDetail.

Represents a PipelineService

Represents a PipelineTaskDetail.

Represents an ArtifactList.

Represents a PipelineTaskStatus.

Represents a PipelineTaskExecutorDetail.

Represents a ContainerDetail.

Represents a CustomJobDetail.

Represents a Port.

Represents a PredefinedSplit.

Represents a PredictionService

Represents a PredictRequest.

Represents a PredictResponse.

Represents a PredictSchemata.

Represents a PrivateEndpoints.

Represents a PurgeArtifactsMetadata.

Represents a PurgeArtifactsRequest.

Represents a PurgeArtifactsResponse.

Represents a PurgeContextsMetadata.

Represents a PurgeContextsRequest.

Represents a PurgeContextsResponse.

Represents a PurgeExecutionsMetadata.

Represents a PurgeExecutionsRequest.

Represents a PurgeExecutionsResponse.

Represents a PythonPackageSpec.

Represents a QueryArtifactLineageSubgraphRequest.

Represents a QueryContextLineageSubgraphRequest.

Represents a QueryExecutionInputsAndOutputsRequest.

Represents a RawPredictRequest.

Represents a ReadFeatureValuesRequest.

Represents a ReadFeatureValuesResponse.

Represents an EntityView.

Represents a Data.

Represents a FeatureDescriptor.

Represents a Header.

Represents a ReadTensorboardBlobDataRequest.

Represents a ReadTensorboardBlobDataResponse.

Represents a ReadTensorboardTimeSeriesDataRequest.

Represents a ReadTensorboardTimeSeriesDataResponse.

Represents a ResourcesConsumed.

Represents a ResumeModelDeploymentMonitoringJobRequest.

Represents a SampleConfig.

Represents a SampledShapleyAttribution.

Represents a SamplingStrategy.

Represents a RandomSampleConfig.

Represents a Scalar.

Represents a Scheduling.

Represents an AnnotationSpecColor.

Represents an ImageBoundingBoxAnnotation.

Represents an ImageClassificationAnnotation.

Represents an ImageDataItem.

Represents an ImageDatasetMetadata.

Represents an ImageSegmentationAnnotation.

Represents a MaskAnnotation.

Represents a PolygonAnnotation.

Represents a PolylineAnnotation.

Represents an ImageClassificationPredictionInstance.

Represents an ImageObjectDetectionPredictionInstance.

Represents an ImageSegmentationPredictionInstance.

Represents a TextClassificationPredictionInstance.

Represents a TextExtractionPredictionInstance.

Represents a TextSentimentPredictionInstance.

Represents a VideoActionRecognitionPredictionInstance.

Represents a VideoClassificationPredictionInstance.

Represents a VideoObjectTrackingPredictionInstance.

Represents an ImageClassificationPredictionParams.

Represents an ImageObjectDetectionPredictionParams.

Represents an ImageSegmentationPredictionParams.

Represents a VideoActionRecognitionPredictionParams.

Represents a VideoClassificationPredictionParams.

Represents a VideoObjectTrackingPredictionParams.

Represents a ClassificationPredictionResult.

Represents an ImageObjectDetectionPredictionResult.

Represents an ImageSegmentationPredictionResult.

Represents a TabularClassificationPredictionResult.

Represents a TabularRegressionPredictionResult.

Represents a TextExtractionPredictionResult.

Represents a TextSentimentPredictionResult.

Represents a TimeSeriesForecastingPredictionResult.

Represents a VideoActionRecognitionPredictionResult.

Represents a VideoClassificationPredictionResult.

Represents a VideoObjectTrackingPredictionResult.

Represents a Frame.

Represents a TablesDatasetMetadata.

Represents a BigQuerySource.

Represents a GcsSource.

Represents an InputConfig.

Represents a TextClassificationAnnotation.

Represents a TextDataItem.

Represents a TextDatasetMetadata.

Represents a TextExtractionAnnotation.

Represents a TextSegment.

Represents a TextSentimentAnnotation.

Represents a TimeSegment.

Represents a TimeSeriesDatasetMetadata.

Represents a BigQuerySource.

Represents a GcsSource.

Represents an InputConfig.

Represents an AutoMlForecasting.

Represents an AutoMlForecastingInputs.

Represents a Granularity.

Represents a Transformation.

Represents an AutoTransformation.

Represents a CategoricalTransformation.

Represents a NumericTransformation.

Represents a TextTransformation.

Represents a TimestampTransformation.

Represents an AutoMlForecastingMetadata.

Represents an AutoMlImageClassification.

Represents an AutoMlImageClassificationInputs.

Represents an AutoMlImageClassificationMetadata.

Represents an AutoMlImageObjectDetection.

Represents an AutoMlImageObjectDetectionInputs.

Represents an AutoMlImageObjectDetectionMetadata.

Represents an AutoMlImageSegmentation.

Represents an AutoMlImageSegmentationInputs.

Represents an AutoMlImageSegmentationMetadata.

Represents an AutoMlTables.

Represents an AutoMlTablesInputs.

Represents a Transformation.

Represents an AutoTransformation.

Represents a CategoricalArrayTransformation.

Represents a CategoricalTransformation.

Represents a NumericArrayTransformation.

Represents a NumericTransformation.

Represents a TextArrayTransformation.

Represents a TextTransformation.

Represents a TimestampTransformation.

Represents an AutoMlTablesMetadata.

Represents an AutoMlTextClassification.

Represents an AutoMlTextClassificationInputs.

Represents an AutoMlTextExtraction.

Represents an AutoMlTextExtractionInputs.

Represents an AutoMlTextSentiment.

Represents an AutoMlTextSentimentInputs.

Represents an AutoMlVideoActionRecognition.

Represents an AutoMlVideoActionRecognitionInputs.

Represents an AutoMlVideoClassification.

Represents an AutoMlVideoClassificationInputs.

Represents an AutoMlVideoObjectTracking.

Represents an AutoMlVideoObjectTrackingInputs.

Represents an ExportEvaluatedDataItemsConfig.

Represents a Vertex.

Represents a VideoActionRecognitionAnnotation.

Represents a VideoClassificationAnnotation.

Represents a VideoDataItem.

Represents a VideoDatasetMetadata.

Represents a VideoObjectTrackingAnnotation.

Represents a SearchFeaturesRequest.

Represents a SearchFeaturesResponse.

Represents a SearchMigratableResourcesRequest.

Represents a SearchMigratableResourcesResponse.

Represents a SearchModelDeploymentMonitoringStatsAnomaliesRequest.

Represents a StatsAnomaliesObjective.

Represents a SearchModelDeploymentMonitoringStatsAnomaliesResponse.

Represents a Similarity.

Represents a SmoothGradConfig.

Represents a SpecialistPool.

Represents a SpecialistPoolService

Represents a StopTrialRequest.

Represents a StreamingReadFeatureValuesRequest.

Represents a StringArray.

Represents a Study.

Represents a StudySpec.

Represents a ConvexStopConfig.

Represents a DecayCurveAutomatedStoppingSpec.

Represents a MedianAutomatedStoppingSpec.

Represents a MetricSpec.

Represents a ParameterSpec.

Represents a CategoricalValueSpec.

Represents a ConditionalParameterSpec.

Represents a CategoricalValueCondition.

Represents a DiscreteValueCondition.

Represents an IntValueCondition.

Represents a DiscreteValueSpec.

Represents a DoubleValueSpec.

Represents an IntegerValueSpec.

Represents a SuggestTrialsMetadata.

Represents a SuggestTrialsRequest.

Represents a SuggestTrialsResponse.

Represents a Tensorboard.

Represents a TensorboardBlob.

Represents a TensorboardBlobSequence.

Represents a TensorboardExperiment.

Represents a TensorboardRun.

Represents a TensorboardService

Represents a TensorboardTensor.

Represents a TensorboardTimeSeries.

Represents a Metadata.

Represents a TFRecordDestination.

Represents a ThresholdConfig.

Represents a TimeSeriesData.

Represents a TimeSeriesDataPoint.

Represents a TimestampSplit.

Represents a TrainingConfig.

Represents a TrainingPipeline.

Represents a Trial.

Represents a Parameter.

Represents an UndeployIndexOperationMetadata.

Represents an UndeployIndexRequest.

Represents an UndeployIndexResponse.

Represents an UndeployModelOperationMetadata.

Represents an UndeployModelRequest.

Represents an UndeployModelResponse.

Represents an UpdateArtifactRequest.

Represents an UpdateContextRequest.

Represents an UpdateDatasetRequest.

Represents an UpdateEndpointRequest.

Represents an UpdateEntityTypeRequest.

Represents an UpdateExecutionRequest.

Represents an UpdateFeatureRequest.

Represents an UpdateFeaturestoreOperationMetadata.

Represents an UpdateFeaturestoreRequest.

Represents an UpdateIndexEndpointRequest.

Represents an UpdateIndexOperationMetadata.

Represents an UpdateIndexRequest.

Represents an UpdateModelDeploymentMonitoringJobOperationMetadata.

Represents an UpdateModelDeploymentMonitoringJobRequest.

Represents an UpdateModelRequest.

Represents an UpdateSpecialistPoolOperationMetadata.

Represents an UpdateSpecialistPoolRequest.

Represents an UpdateTensorboardExperimentRequest.

Represents an UpdateTensorboardOperationMetadata.

Represents an UpdateTensorboardRequest.

Represents an UpdateTensorboardRunRequest.

Represents an UpdateTensorboardTimeSeriesRequest.

Represents an UploadModelOperationMetadata.

Represents an UploadModelRequest.

Represents an UploadModelResponse.

Represents a UserActionReference.

Represents a Value.

Represents a VizierService

Represents a WorkerPoolSpec.

Represents a WriteTensorboardExperimentDataRequest.

Represents a WriteTensorboardExperimentDataResponse.

Represents a WriteTensorboardRunDataRequest.

Represents a WriteTensorboardRunDataResponse.

Represents a XraiAttribution.

Represents a CancelOperationRequest.

Represents a DeleteOperationRequest.

Represents a GetOperationRequest.

Represents a ListOperationsRequest.

Represents a ListOperationsResponse.

Represents an Operation.

Represents an OperationInfo.

Represents an Operations

Represents a WaitOperationRequest.

Represents an Any.

Represents a BoolValue.

Represents a BytesValue.

Represents a DescriptorProto.

Represents an ExtensionRange.

Represents a ReservedRange.

Represents a DoubleValue.

Represents a Duration.

Represents an Empty.

Represents an EnumDescriptorProto.

Represents an EnumReservedRange.

Represents an EnumOptions.

Represents an EnumValueDescriptorProto.

Represents an EnumValueOptions.

Represents an ExtensionRangeOptions.

Represents a FieldDescriptorProto.

Represents a FieldMask.

Represents a FieldOptions.

Represents a FileDescriptorProto.

Represents a FileDescriptorSet.

Represents a FileOptions.

Represents a FloatValue.

Represents a GeneratedCodeInfo.

Represents an Annotation.

Represents an Int32Value.

Represents an Int64Value.

Represents a ListValue.

Represents a MessageOptions.

Represents a MethodDescriptorProto.

Represents a MethodOptions.

Represents an OneofDescriptorProto.

Represents an OneofOptions.

Represents a ServiceDescriptorProto.

Represents a ServiceOptions.

Represents a SourceCodeInfo.

Represents a Location.

Represents a StringValue.

Represents a Struct.

Represents a Timestamp.

Represents a UInt32Value.

Represents a UInt64Value.

Represents an UninterpretedOption.

Represents a NamePart.

Represents a Value.

Represents a Status.

Represents a Color.

Represents a Money.

The service that handles the CRUD of Vertex AI Dataset and its child resources. v1

A service for managing Vertex AI's Endpoints. v1

A service for serving online feature values. v1

The service that handles CRUD and List for resources for Featurestore. v1

A service for managing Vertex AI's IndexEndpoints. v1

A service for creating and managing Vertex AI's Index resources. v1

A service for creating and managing Vertex AI's jobs. v1

Service for reading and writing metadata entries. v1

A service that migrates resources from automl.googleapis.com, datalabeling.googleapis.com and ml.googleapis.com to Vertex AI. v1

A service for managing Vertex AI's machine learning Models. v1

A service for creating and managing Vertex AI's pipelines. This includes both TrainingPipeline resources (used for AutoML and custom training) and PipelineJob resources (used for Vertex Pipelines). v1

A service for online predictions and explanations. v1

A service for creating and managing Customer SpecialistPools. When customers start Data Labeling jobs, they can reuse/create Specialist Pools to bring their own Specialists to label the data. Customers can add/remove Managers for the Specialist Pool on Cloud console, then Managers will get email notifications to manage Specialists and tasks on CrowdCompute console. v1

TensorboardService v1

Vertex Vizier API.

Vizier service is a GCP service to solve blackbox optimization problems, such as tuning machine learning hyperparameters and searching over deep learning architectures. v1

The service that handles the CRUD of Vertex AI Dataset and its child resources. v1beta1

A service for managing Vertex AI's Endpoints. v1beta1

A service for serving online feature values. v1beta1

The service that handles CRUD and List for resources for Featurestore. v1beta1

A service for managing Vertex AI's IndexEndpoints. v1beta1

A service for creating and managing Vertex AI's Index resources. v1beta1

A service for creating and managing Vertex AI's jobs. v1beta1

Service for reading and writing metadata entries. v1beta1

A service that migrates resources from automl.googleapis.com, datalabeling.googleapis.com and ml.googleapis.com to Vertex AI. v1beta1

A service for managing Vertex AI's machine learning Models. v1beta1

A service for creating and managing Vertex AI's pipelines. This includes both TrainingPipeline resources (used for AutoML and custom training) and PipelineJob resources (used for Vertex Pipelines). v1beta1

A service for online predictions and explanations. v1beta1

A service for creating and managing Customer SpecialistPools. When customers start Data Labeling jobs, they can reuse/create Specialist Pools to bring their own Specialists to label the data. Customers can add/remove Managers for the Specialist Pool on Cloud console, then Managers will get email notifications to manage Specialists and tasks on CrowdCompute console. v1beta1

TensorboardService v1beta1

Vertex Vizier API.

Vizier service is a GCP service to solve blackbox optimization problems, such as tuning machine learning hyperparameters and searching over deep learning architectures. v1beta1

Properties of a CustomHttpPattern.

Properties of a Http.

Properties of a HttpBody.

Properties of a HttpRule.

Properties of a ResourceDescriptor.

Properties of a ResourceReference.

Properties of a PartialResult.

Properties of an InputConfig.

Properties of an OutputConfig.

Properties of an OutputInfo.

Properties of an EntityTypeSpec.

Properties of a PassThroughField.

Properties of an AuthProvider.

Properties of an InputMetadata.

Properties of a FeatureValueDomain.

Properties of a Visualization.

Properties of an OutputMetadata.

Properties of an InputMetadataOverride.

Properties of a SnapshotExport.

Properties of an OutputInfo.

Properties of an OutputConfig.

Properties of a NoiseSigmaForFeature.

Properties of an OnlineServingConfig.

Properties of a Metadata.

Properties of an ActiveLearningConfig.

Properties of an AddContextArtifactsAndExecutionsRequest.

Properties of an AddContextArtifactsAndExecutionsResponse.

Properties of an AddContextChildrenRequest.

Properties of an AddContextChildrenResponse.

Properties of an AddExecutionEventsRequest.

Properties of an AddExecutionEventsResponse.

Properties of an AddTrialMeasurementRequest.

Properties of an Annotation.

Properties of an AnnotationSpec.

Properties of an Artifact.

Properties of an Attribution.

Properties of an AutomaticResources.

Properties of an AutoscalingMetricSpec.

Properties of an AvroSource.

Properties of a BatchCreateFeaturesOperationMetadata.

Properties of a BatchCreateFeaturesRequest.

Properties of a BatchCreateFeaturesResponse.

Properties of a BatchCreateTensorboardRunsRequest.

Properties of a BatchCreateTensorboardRunsResponse.

Properties of a BatchCreateTensorboardTimeSeriesRequest.

Properties of a BatchCreateTensorboardTimeSeriesResponse.

Properties of a BatchDedicatedResources.

Properties of a BatchMigrateResourcesOperationMetadata.

Properties of a BatchMigrateResourcesRequest.

Properties of a BatchMigrateResourcesResponse.

Properties of a BatchPredictionJob.

Properties of a BatchReadFeatureValuesOperationMetadata.

Properties of a BatchReadFeatureValuesRequest.

Properties of a BatchReadFeatureValuesResponse.

Properties of a BatchReadTensorboardTimeSeriesDataRequest.

Properties of a BatchReadTensorboardTimeSeriesDataResponse.

Properties of a BigQueryDestination.

Properties of a BigQuerySource.

Properties of a BoolArray.

Properties of a CancelBatchPredictionJobRequest.

Properties of a CancelCustomJobRequest.

Properties of a CancelDataLabelingJobRequest.

Properties of a CancelHyperparameterTuningJobRequest.

Properties of a CancelPipelineJobRequest.

Properties of a CancelTrainingPipelineRequest.

Properties of a CheckTrialEarlyStoppingStateMetatdata.

Properties of a CheckTrialEarlyStoppingStateRequest.

Properties of a CheckTrialEarlyStoppingStateResponse.

Properties of a CompleteTrialRequest.

Properties of a CompletionStats.

Properties of a ContainerRegistryDestination.

Properties of a ContainerSpec.

Properties of a Context.

Properties of a CreateArtifactRequest.

Properties of a CreateBatchPredictionJobRequest.

Properties of a CreateContextRequest.

Properties of a CreateCustomJobRequest.

Properties of a CreateDataLabelingJobRequest.

Properties of a CreateDatasetOperationMetadata.

Properties of a CreateDatasetRequest.

Properties of a CreateEndpointOperationMetadata.

Properties of a CreateEndpointRequest.

Properties of a CreateEntityTypeOperationMetadata.

Properties of a CreateEntityTypeRequest.

Properties of a CreateExecutionRequest.

Properties of a CreateFeatureOperationMetadata.

Properties of a CreateFeatureRequest.

Properties of a CreateFeaturestoreOperationMetadata.

Properties of a CreateFeaturestoreRequest.

Properties of a CreateHyperparameterTuningJobRequest.

Properties of a CreateIndexEndpointOperationMetadata.

Properties of a CreateIndexEndpointRequest.

Properties of a CreateIndexOperationMetadata.

Properties of a CreateIndexRequest.

Properties of a CreateMetadataSchemaRequest.

Properties of a CreateMetadataStoreOperationMetadata.

Properties of a CreateMetadataStoreRequest.

Properties of a CreateModelDeploymentMonitoringJobRequest.

Properties of a CreatePipelineJobRequest.

Properties of a CreateSpecialistPoolOperationMetadata.

Properties of a CreateSpecialistPoolRequest.

Properties of a CreateStudyRequest.

Properties of a CreateTensorboardExperimentRequest.

Properties of a CreateTensorboardOperationMetadata.

Properties of a CreateTensorboardRequest.

Properties of a CreateTensorboardRunRequest.

Properties of a CreateTensorboardTimeSeriesRequest.

Properties of a CreateTrainingPipelineRequest.

Properties of a CreateTrialRequest.

Properties of a CsvDestination.

Properties of a CsvSource.

Properties of a CustomJob.

Properties of a CustomJobSpec.

Properties of a DataItem.

Properties of a DataLabelingJob.

Properties of a Dataset.

Properties of a DedicatedResources.

Properties of a DeleteArtifactRequest.

Properties of a DeleteBatchPredictionJobRequest.

Properties of a DeleteContextRequest.

Properties of a DeleteCustomJobRequest.

Properties of a DeleteDataLabelingJobRequest.

Properties of a DeleteDatasetRequest.

Properties of a DeleteEndpointRequest.

Properties of a DeleteEntityTypeRequest.

Properties of a DeleteExecutionRequest.

Properties of a DeleteFeatureRequest.

Properties of a DeleteFeaturestoreRequest.

Properties of a DeleteHyperparameterTuningJobRequest.

Properties of a DeleteIndexEndpointRequest.

Properties of a DeleteIndexRequest.

Properties of a DeleteMetadataStoreOperationMetadata.

Properties of a DeleteMetadataStoreRequest.

Properties of a DeleteModelDeploymentMonitoringJobRequest.

Properties of a DeleteModelRequest.

Properties of a DeleteOperationMetadata.

Properties of a DeletePipelineJobRequest.

Properties of a DeleteSpecialistPoolRequest.

Properties of a DeleteStudyRequest.

Properties of a DeleteTensorboardExperimentRequest.

Properties of a DeleteTensorboardRequest.

Properties of a DeleteTensorboardRunRequest.

Properties of a DeleteTensorboardTimeSeriesRequest.

Properties of a DeleteTrainingPipelineRequest.

Properties of a DeleteTrialRequest.

Properties of a DeployedIndex.

Properties of a DeployedIndexAuthConfig.

Properties of a DeployedIndexRef.

Properties of a DeployedModel.

Properties of a DeployedModelRef.

Properties of a DeployIndexOperationMetadata.

Properties of a DeployIndexRequest.

Properties of a DeployIndexResponse.

Properties of a DeployModelOperationMetadata.

Properties of a DeployModelRequest.

Properties of a DeployModelResponse.

Properties of a DestinationFeatureSetting.

Properties of a DiskSpec.

Properties of a DoubleArray.

Properties of an EncryptionSpec.

Properties of an Endpoint.

Properties of an EntityType.

Properties of an EnvVar.

Properties of an Event.

Properties of an Execution.

Properties of an ExplainRequest.

Properties of an ExplainResponse.

Properties of an Explanation.

Properties of an ExplanationMetadata.

Properties of an ExplanationMetadataOverride.

Properties of an ExplanationParameters.

Properties of an ExplanationSpec.

Properties of an ExplanationSpecOverride.

Properties of an ExportDataConfig.

Properties of an ExportDataOperationMetadata.

Properties of an ExportDataRequest.

Properties of an ExportDataResponse.

Properties of an ExportFeatureValuesOperationMetadata.

Properties of an ExportFeatureValuesRequest.

Properties of an ExportFeatureValuesResponse.

Properties of an ExportModelOperationMetadata.

Properties of an ExportModelRequest.

Properties of an ExportModelResponse.

Properties of an ExportTensorboardTimeSeriesDataRequest.

Properties of an ExportTensorboardTimeSeriesDataResponse.

Properties of a Feature.

Properties of a FeatureNoiseSigma.

Properties of a FeatureSelector.

Properties of a FeatureStatsAnomaly.

Properties of a Featurestore.

Properties of a FeatureValue.

Properties of a FeatureValueDestination.

Properties of a FeatureValueList.

Properties of a FilterSplit.

Properties of a FractionSplit.

Properties of a GcsDestination.

Properties of a GcsSource.

Properties of a GenericOperationMetadata.

Properties of a GetAnnotationSpecRequest.

Properties of a GetArtifactRequest.

Properties of a GetBatchPredictionJobRequest.

Properties of a GetContextRequest.

Properties of a GetCustomJobRequest.

Properties of a GetDataLabelingJobRequest.

Properties of a GetDatasetRequest.

Properties of a GetEndpointRequest.

Properties of a GetEntityTypeRequest.

Properties of a GetExecutionRequest.

Properties of a GetFeatureRequest.

Properties of a GetFeaturestoreRequest.

Properties of a GetHyperparameterTuningJobRequest.

Properties of a GetIndexEndpointRequest.

Properties of a GetIndexRequest.

Properties of a GetMetadataSchemaRequest.

Properties of a GetMetadataStoreRequest.

Properties of a GetModelDeploymentMonitoringJobRequest.

Properties of a GetModelEvaluationRequest.

Properties of a GetModelEvaluationSliceRequest.

Properties of a GetModelRequest.

Properties of a GetPipelineJobRequest.

Properties of a GetSpecialistPoolRequest.

Properties of a GetStudyRequest.

Properties of a GetTensorboardExperimentRequest.

Properties of a GetTensorboardRequest.

Properties of a GetTensorboardRunRequest.

Properties of a GetTensorboardTimeSeriesRequest.

Properties of a GetTrainingPipelineRequest.

Properties of a GetTrialRequest.

Properties of a HyperparameterTuningJob.

Properties of an IdMatcher.

Properties of an ImportDataConfig.

Properties of an ImportDataOperationMetadata.

Properties of an ImportDataRequest.

Properties of an ImportDataResponse.

Properties of an ImportFeatureValuesOperationMetadata.

Properties of an ImportFeatureValuesRequest.

Properties of an ImportFeatureValuesResponse.

Properties of an Index.

Properties of an IndexEndpoint.

Properties of an IndexPrivateEndpoints.

Properties of an InputDataConfig.

Properties of an Int64Array.

Properties of an IntegratedGradientsAttribution.

Properties of a LineageSubgraph.

Properties of a ListAnnotationsRequest.

Properties of a ListAnnotationsResponse.

Properties of a ListArtifactsRequest.

Properties of a ListArtifactsResponse.

Properties of a ListBatchPredictionJobsRequest.

Properties of a ListBatchPredictionJobsResponse.

Properties of a ListContextsRequest.

Properties of a ListContextsResponse.

Properties of a ListCustomJobsRequest.

Properties of a ListCustomJobsResponse.

Properties of a ListDataItemsRequest.

Properties of a ListDataItemsResponse.

Properties of a ListDataLabelingJobsRequest.

Properties of a ListDataLabelingJobsResponse.

Properties of a ListDatasetsRequest.

Properties of a ListDatasetsResponse.

Properties of a ListEndpointsRequest.

Properties of a ListEndpointsResponse.

Properties of a ListEntityTypesRequest.

Properties of a ListEntityTypesResponse.

Properties of a ListExecutionsRequest.

Properties of a ListExecutionsResponse.

Properties of a ListFeaturesRequest.

Properties of a ListFeaturesResponse.

Properties of a ListFeaturestoresRequest.

Properties of a ListFeaturestoresResponse.

Properties of a ListHyperparameterTuningJobsRequest.

Properties of a ListHyperparameterTuningJobsResponse.

Properties of a ListIndexEndpointsRequest.

Properties of a ListIndexEndpointsResponse.

Properties of a ListIndexesRequest.

Properties of a ListIndexesResponse.

Properties of a ListMetadataSchemasRequest.

Properties of a ListMetadataSchemasResponse.

Properties of a ListMetadataStoresRequest.

Properties of a ListMetadataStoresResponse.

Properties of a ListModelDeploymentMonitoringJobsRequest.

Properties of a ListModelDeploymentMonitoringJobsResponse.

Properties of a ListModelEvaluationSlicesRequest.

Properties of a ListModelEvaluationSlicesResponse.

Properties of a ListModelEvaluationsRequest.

Properties of a ListModelEvaluationsResponse.

Properties of a ListModelsRequest.

Properties of a ListModelsResponse.

Properties of a ListOptimalTrialsRequest.

Properties of a ListOptimalTrialsResponse.

Properties of a ListPipelineJobsRequest.

Properties of a ListPipelineJobsResponse.

Properties of a ListSpecialistPoolsRequest.

Properties of a ListSpecialistPoolsResponse.

Properties of a ListStudiesRequest.

Properties of a ListStudiesResponse.

Properties of a ListTensorboardExperimentsRequest.

Properties of a ListTensorboardExperimentsResponse.

Properties of a ListTensorboardRunsRequest.

Properties of a ListTensorboardRunsResponse.

Properties of a ListTensorboardsRequest.

Properties of a ListTensorboardsResponse.

Properties of a ListTensorboardTimeSeriesRequest.

Properties of a ListTensorboardTimeSeriesResponse.

Properties of a ListTrainingPipelinesRequest.

Properties of a ListTrainingPipelinesResponse.

Properties of a ListTrialsRequest.

Properties of a ListTrialsResponse.

Properties of a LookupStudyRequest.

Properties of a MachineSpec.

Properties of a ManualBatchTuningParameters.

Properties of a Measurement.

Properties of a MetadataSchema.

Properties of a MetadataStore.

Properties of a MigratableResource.

Properties of a MigrateResourceRequest.

Properties of a MigrateResourceResponse.

Properties of a Model.

Properties of a ModelContainerSpec.

Properties of a ModelDeploymentMonitoringBigQueryTable.

Properties of a ModelDeploymentMonitoringJob.

Properties of a ModelDeploymentMonitoringObjectiveConfig.

Properties of a ModelDeploymentMonitoringScheduleConfig.

Properties of a ModelEvaluation.

Properties of a ModelEvaluationSlice.

Properties of a ModelExplanation.

Properties of a ModelMonitoringAlertConfig.

Properties of a ModelMonitoringObjectiveConfig.

Properties of a ModelMonitoringStatsAnomalies.

Properties of a FeatureSpec.

Properties of a NearestNeighborSearchOperationMetadata.

Properties of a PauseModelDeploymentMonitoringJobRequest.

Properties of a PipelineJob.

Properties of a PipelineJobDetail.

Properties of a PipelineTaskDetail.

Properties of a PipelineTaskExecutorDetail.

Properties of a Port.

Properties of a PredefinedSplit.

Properties of a PredictRequest.

Properties of a PredictResponse.

Properties of a PredictSchemata.

Properties of a PrivateEndpoints.

Properties of a PurgeArtifactsMetadata.

Properties of a PurgeArtifactsRequest.

Properties of a PurgeArtifactsResponse.

Properties of a PurgeContextsMetadata.

Properties of a PurgeContextsRequest.

Properties of a PurgeContextsResponse.

Properties of a PurgeExecutionsMetadata.

Properties of a PurgeExecutionsRequest.

Properties of a PurgeExecutionsResponse.

Properties of a PythonPackageSpec.

Properties of a QueryArtifactLineageSubgraphRequest.

Properties of a QueryContextLineageSubgraphRequest.

Properties of a QueryExecutionInputsAndOutputsRequest.

Properties of a RawPredictRequest.

Properties of a ReadFeatureValuesRequest.

Properties of a ReadFeatureValuesResponse.

Properties of a ReadTensorboardBlobDataRequest.

Properties of a ReadTensorboardBlobDataResponse.

Properties of a ReadTensorboardTimeSeriesDataRequest.

Properties of a ReadTensorboardTimeSeriesDataResponse.

Properties of a ResourcesConsumed.

Properties of a ResumeModelDeploymentMonitoringJobRequest.

Properties of a SampleConfig.

Properties of a SampledShapleyAttribution.

Properties of a SamplingStrategy.

Properties of a Scalar.

Properties of a Scheduling.

Properties of a SearchFeaturesRequest.

Properties of a SearchFeaturesResponse.

Properties of a SearchMigratableResourcesRequest.

Properties of a SearchMigratableResourcesResponse.

Properties of a SearchModelDeploymentMonitoringStatsAnomaliesRequest.

Properties of a SearchModelDeploymentMonitoringStatsAnomaliesResponse.

Properties of a SmoothGradConfig.

Properties of a SpecialistPool.

Properties of a StopTrialRequest.

Properties of a StreamingReadFeatureValuesRequest.

Properties of a StringArray.

Properties of a Study.

Properties of a StudySpec.

Properties of a SuggestTrialsMetadata.

Properties of a SuggestTrialsRequest.

Properties of a SuggestTrialsResponse.

Properties of a Tensorboard.

Properties of a TensorboardBlob.

Properties of a TensorboardBlobSequence.

Properties of a TensorboardExperiment.

Properties of a TensorboardRun.

Properties of a TensorboardTensor.

Properties of a TensorboardTimeSeries.

Properties of a TFRecordDestination.

Properties of a ThresholdConfig.

Properties of a TimeSeriesData.

Properties of a TimeSeriesDataPoint.

Properties of a TimestampSplit.

Properties of a TrainingConfig.

Properties of a TrainingPipeline.

Properties of a Trial.

Properties of an UndeployIndexOperationMetadata.

Properties of an UndeployIndexRequest.

Properties of an UndeployIndexResponse.

Properties of an UndeployModelOperationMetadata.

Properties of an UndeployModelRequest.

Properties of an UndeployModelResponse.

Properties of an UpdateArtifactRequest.

Properties of an UpdateContextRequest.

Properties of an UpdateDatasetRequest.

Properties of an UpdateEndpointRequest.

Properties of an UpdateEntityTypeRequest.

Properties of an UpdateExecutionRequest.

Properties of an UpdateFeatureRequest.

Properties of an UpdateFeaturestoreOperationMetadata.

Properties of an UpdateFeaturestoreRequest.

Properties of an UpdateIndexEndpointRequest.

Properties of an UpdateIndexOperationMetadata.

Properties of an UpdateIndexRequest.

Properties of an UpdateModelDeploymentMonitoringJobOperationMetadata.

Properties of an UpdateModelDeploymentMonitoringJobRequest.

Properties of an UpdateModelRequest.

Properties of an UpdateSpecialistPoolOperationMetadata.

Properties of an UpdateSpecialistPoolRequest.

Properties of an UpdateTensorboardExperimentRequest.

Properties of an UpdateTensorboardOperationMetadata.

Properties of an UpdateTensorboardRequest.

Properties of an UpdateTensorboardRunRequest.

Properties of an UpdateTensorboardTimeSeriesRequest.

Properties of an UploadModelOperationMetadata.

Properties of an UploadModelRequest.

Properties of an UploadModelResponse.

Properties of a UserActionReference.

Properties of a Value.

Properties of a WorkerPoolSpec.

Properties of a WriteTensorboardExperimentDataRequest.

Properties of a WriteTensorboardExperimentDataResponse.

Properties of a WriteTensorboardRunDataRequest.

Properties of a WriteTensorboardRunDataResponse.

Properties of a XraiAttribution.

Properties of a Metric.

Properties of a MetadataStoreState.

Properties of a DataLabelingAnnotatedDataset.

Properties of an AutomlDataset.

Properties of an AutomlModel.

Properties of a DataLabelingDataset.

Properties of a MlEngineModelVersion.

Properties of a MigrateAutomlDatasetConfig.

Properties of a MigrateAutomlModelConfig.

Properties of a MigrateDataLabelingDatasetConfig.

Properties of a MigrateMlEngineModelVersionConfig.

Properties of a MigrateDataLabelingAnnotatedDatasetConfig.

Properties of an ExportFormat.

Properties of a Slice.

Properties of an EmailAlertConfig.

Properties of an ExplanationBaseline.

Properties of an ExplanationConfig.

Properties of a PredictionDriftDetectionConfig.

Properties of a TrainingDataset.

Properties of a TrainingPredictionSkewDetectionConfig.

Properties of a FeatureHistoricStatsAnomalies.

Properties of a ContentValidationStats.

Properties of a RecordError.

Properties of a RuntimeConfig.

Properties of an ArtifactList.

Properties of a PipelineTaskStatus.

Properties of a ContainerDetail.

Properties of a CustomJobDetail.

Properties of a Data.

Properties of an EntityView.

Properties of a FeatureDescriptor.

Properties of a Header.

Properties of a RandomSampleConfig.

Properties of an ImageClassificationPredictionInstance.

Properties of an ImageObjectDetectionPredictionInstance.

Properties of an ImageSegmentationPredictionInstance.

Properties of a TextClassificationPredictionInstance.

Properties of a TextExtractionPredictionInstance.

Properties of a TextSentimentPredictionInstance.

Properties of a VideoActionRecognitionPredictionInstance.

Properties of a VideoClassificationPredictionInstance.

Properties of a VideoObjectTrackingPredictionInstance.

Properties of an ImageClassificationPredictionParams.

Properties of an ImageObjectDetectionPredictionParams.

Properties of an ImageSegmentationPredictionParams.

Properties of a VideoActionRecognitionPredictionParams.

Properties of a VideoClassificationPredictionParams.

Properties of a VideoObjectTrackingPredictionParams.

Properties of a ClassificationPredictionResult.

Properties of an ImageObjectDetectionPredictionResult.

Properties of an ImageSegmentationPredictionResult.

Properties of a TabularClassificationPredictionResult.

Properties of a TabularRegressionPredictionResult.

Properties of a TextExtractionPredictionResult.

Properties of a TextSentimentPredictionResult.

Properties of a VideoActionRecognitionPredictionResult.

Properties of a VideoClassificationPredictionResult.

Properties of a VideoObjectTrackingPredictionResult.

Properties of a Frame.

Properties of a Transformation.

Properties of an AutoTransformation.

Properties of a CategoricalArrayTransformation.

Properties of a CategoricalTransformation.

Properties of a NumericArrayTransformation.

Properties of a NumericTransformation.

Properties of a TextArrayTransformation.

Properties of a TextTransformation.

Properties of a TimestampTransformation.

Properties of an AutoMlImageClassification.

Properties of an AutoMlImageClassificationInputs.

Properties of an AutoMlImageClassificationMetadata.

Properties of an AutoMlImageObjectDetection.

Properties of an AutoMlImageObjectDetectionInputs.

Properties of an AutoMlImageObjectDetectionMetadata.

Properties of an AutoMlImageSegmentation.

Properties of an AutoMlImageSegmentationInputs.

Properties of an AutoMlImageSegmentationMetadata.

Properties of an AutoMlTables.

Properties of an AutoMlTablesInputs.

Properties of an AutoMlTablesMetadata.

Properties of an AutoMlTextClassification.

Properties of an AutoMlTextClassificationInputs.

Properties of an AutoMlTextExtraction.

Properties of an AutoMlTextExtractionInputs.

Properties of an AutoMlTextSentiment.

Properties of an AutoMlTextSentimentInputs.

Properties of an AutoMlVideoActionRecognition.

Properties of an AutoMlVideoActionRecognitionInputs.

Properties of an AutoMlVideoClassification.

Properties of an AutoMlVideoClassificationInputs.

Properties of an AutoMlVideoObjectTracking.

Properties of an AutoMlVideoObjectTrackingInputs.

Properties of an ExportEvaluatedDataItemsConfig.

Properties of a StatsAnomaliesObjective.

Properties of a DecayCurveAutomatedStoppingSpec.

Properties of a MedianAutomatedStoppingSpec.

Properties of a MetricSpec.

Properties of a ParameterSpec.

Properties of a CategoricalValueCondition.

Properties of a DiscreteValueCondition.

Properties of an IntValueCondition.

Properties of a CategoricalValueSpec.

Properties of a ConditionalParameterSpec.

Properties of a DiscreteValueSpec.

Properties of a DoubleValueSpec.

Properties of an IntegerValueSpec.

Properties of a Metadata.

Properties of a Parameter.

Properties of a PartialResult.

Properties of an InputConfig.

Properties of an OutputConfig.

Properties of an OutputInfo.

Properties of an EntityTypeSpec.

Properties of a PassThroughField.

Properties of an AuthProvider.

Properties of an InputMetadata.

Properties of a FeatureValueDomain.

Properties of a Visualization.

Properties of an OutputMetadata.

Properties of an InputMetadataOverride.

Properties of a SnapshotExport.

Properties of an OutputInfo.

Properties of an OutputConfig.

Properties of a NoiseSigmaForFeature.

Properties of an OnlineServingConfig.

Properties of a SnapshotAnalysis.

Properties of a Metadata.

Properties of an ActiveLearningConfig.

Properties of an AddContextArtifactsAndExecutionsRequest.

Properties of an AddContextArtifactsAndExecutionsResponse.

Properties of an AddContextChildrenRequest.

Properties of an AddContextChildrenResponse.

Properties of an AddExecutionEventsRequest.

Properties of an AddExecutionEventsResponse.

Properties of an AddTrialMeasurementRequest.

Properties of an Annotation.

Properties of an AnnotationSpec.

Properties of an Artifact.

Properties of an Attribution.

Properties of an AutomaticResources.

Properties of an AutoscalingMetricSpec.

Properties of an AvroSource.

Properties of a BatchCreateFeaturesOperationMetadata.

Properties of a BatchCreateFeaturesRequest.

Properties of a BatchCreateFeaturesResponse.

Properties of a BatchCreateTensorboardRunsRequest.

Properties of a BatchCreateTensorboardRunsResponse.

Properties of a BatchCreateTensorboardTimeSeriesRequest.

Properties of a BatchCreateTensorboardTimeSeriesResponse.

Properties of a BatchDedicatedResources.

Properties of a BatchMigrateResourcesOperationMetadata.

Properties of a BatchMigrateResourcesRequest.

Properties of a BatchMigrateResourcesResponse.

Properties of a BatchPredictionJob.

Properties of a BatchReadFeatureValuesOperationMetadata.

Properties of a BatchReadFeatureValuesRequest.

Properties of a BatchReadFeatureValuesResponse.

Properties of a BatchReadTensorboardTimeSeriesDataRequest.

Properties of a BatchReadTensorboardTimeSeriesDataResponse.

Properties of a BigQueryDestination.

Properties of a BigQuerySource.

Properties of a BoolArray.

Properties of a CancelBatchPredictionJobRequest.

Properties of a CancelCustomJobRequest.

Properties of a CancelDataLabelingJobRequest.

Properties of a CancelHyperparameterTuningJobRequest.

Properties of a CancelPipelineJobRequest.

Properties of a CancelTrainingPipelineRequest.

Properties of a CheckTrialEarlyStoppingStateMetatdata.

Properties of a CheckTrialEarlyStoppingStateRequest.

Properties of a CheckTrialEarlyStoppingStateResponse.

Properties of a CompleteTrialRequest.

Properties of a CompletionStats.

Properties of a ContainerRegistryDestination.

Properties of a ContainerSpec.

Properties of a Context.

Properties of a CreateArtifactRequest.

Properties of a CreateBatchPredictionJobRequest.

Properties of a CreateContextRequest.

Properties of a CreateCustomJobRequest.

Properties of a CreateDataLabelingJobRequest.

Properties of a CreateDatasetOperationMetadata.

Properties of a CreateDatasetRequest.

Properties of a CreateEndpointOperationMetadata.

Properties of a CreateEndpointRequest.

Properties of a CreateEntityTypeOperationMetadata.

Properties of a CreateEntityTypeRequest.

Properties of a CreateExecutionRequest.

Properties of a CreateFeatureOperationMetadata.

Properties of a CreateFeatureRequest.

Properties of a CreateFeaturestoreOperationMetadata.

Properties of a CreateFeaturestoreRequest.

Properties of a CreateHyperparameterTuningJobRequest.

Properties of a CreateIndexEndpointOperationMetadata.

Properties of a CreateIndexEndpointRequest.

Properties of a CreateIndexOperationMetadata.

Properties of a CreateIndexRequest.

Properties of a CreateMetadataSchemaRequest.

Properties of a CreateMetadataStoreOperationMetadata.

Properties of a CreateMetadataStoreRequest.

Properties of a CreateModelDeploymentMonitoringJobRequest.

Properties of a CreatePipelineJobRequest.

Properties of a CreateSpecialistPoolOperationMetadata.

Properties of a CreateSpecialistPoolRequest.

Properties of a CreateStudyRequest.

Properties of a CreateTensorboardExperimentRequest.

Properties of a CreateTensorboardOperationMetadata.

Properties of a CreateTensorboardRequest.

Properties of a CreateTensorboardRunRequest.

Properties of a CreateTensorboardTimeSeriesRequest.

Properties of a CreateTrainingPipelineRequest.

Properties of a CreateTrialRequest.

Properties of a CsvDestination.

Properties of a CsvSource.

Properties of a CustomJob.

Properties of a CustomJobSpec.

Properties of a DataItem.

Properties of a DataLabelingJob.

Properties of a Dataset.

Properties of a DedicatedResources.

Properties of a DeleteArtifactRequest.

Properties of a DeleteBatchPredictionJobRequest.

Properties of a DeleteContextRequest.

Properties of a DeleteCustomJobRequest.

Properties of a DeleteDataLabelingJobRequest.

Properties of a DeleteDatasetRequest.

Properties of a DeleteEndpointRequest.

Properties of a DeleteEntityTypeRequest.

Properties of a DeleteExecutionRequest.

Properties of a DeleteFeatureRequest.

Properties of a DeleteFeaturestoreRequest.

Properties of a DeleteHyperparameterTuningJobRequest.

Properties of a DeleteIndexEndpointRequest.

Properties of a DeleteIndexRequest.

Properties of a DeleteMetadataStoreOperationMetadata.

Properties of a DeleteMetadataStoreRequest.

Properties of a DeleteModelDeploymentMonitoringJobRequest.

Properties of a DeleteModelRequest.

Properties of a DeleteOperationMetadata.

Properties of a DeletePipelineJobRequest.

Properties of a DeleteSpecialistPoolRequest.

Properties of a DeleteStudyRequest.

Properties of a DeleteTensorboardExperimentRequest.

Properties of a DeleteTensorboardRequest.

Properties of a DeleteTensorboardRunRequest.

Properties of a DeleteTensorboardTimeSeriesRequest.

Properties of a DeleteTrainingPipelineRequest.

Properties of a DeleteTrialRequest.

Properties of a DeployedIndex.

Properties of a DeployedIndexAuthConfig.

Properties of a DeployedIndexRef.

Properties of a DeployedModel.

Properties of a DeployedModelRef.

Properties of a DeployIndexOperationMetadata.

Properties of a DeployIndexRequest.

Properties of a DeployIndexResponse.

Properties of a DeployModelOperationMetadata.

Properties of a DeployModelRequest.

Properties of a DeployModelResponse.

Properties of a DestinationFeatureSetting.

Properties of a DiskSpec.

Properties of a DoubleArray.

Properties of an EncryptionSpec.

Properties of an Endpoint.

Properties of an EntityType.

Properties of an EnvVar.

Properties of an Event.

Properties of an Execution.

Properties of an ExplainRequest.

Properties of an ExplainResponse.

Properties of an Explanation.

Properties of an ExplanationMetadata.

Properties of an ExplanationMetadataOverride.

Properties of an ExplanationParameters.

Properties of an ExplanationSpec.

Properties of an ExplanationSpecOverride.

Properties of an ExportDataConfig.

Properties of an ExportDataOperationMetadata.

Properties of an ExportDataRequest.

Properties of an ExportDataResponse.

Properties of an ExportFeatureValuesOperationMetadata.

Properties of an ExportFeatureValuesRequest.

Properties of an ExportFeatureValuesResponse.

Properties of an ExportModelOperationMetadata.

Properties of an ExportModelRequest.

Properties of an ExportModelResponse.

Properties of an ExportTensorboardTimeSeriesDataRequest.

Properties of an ExportTensorboardTimeSeriesDataResponse.

Properties of a Feature.