Google Cloud
Documentation Technology areas
  • AI and ML
  • Application development
  • Application hosting
  • Compute
  • Data analytics and pipelines
  • Databases
  • Distributed, hybrid, and multicloud
  • Generative AI
  • Industry solutions
  • Networking
  • Observability and monitoring
  • Security
  • Storage
Cross-product tools
  • Access and resources management
  • Costs and usage management
  • Google Cloud SDK, languages, frameworks, and tools
  • Infrastructure as code
  • Migration
Related sites
  • Google Cloud Home
  • Free Trial and Free Tier
  • Architecture Center
  • Blog
  • Contact Sales
  • Google Cloud Developer Center
  • Google Developer Center
  • Google Cloud Marketplace
  • Google Cloud Marketplace Documentation
  • Google Cloud Skills Boost
  • Google Cloud Solution Center
  • Google Cloud Support
  • Google Cloud Tech Youtube Channel
/
  • English
  • Deutsch
  • Español – América Latina
  • Français
  • Português – Brasil
  • 中文 – 简体
  • 日本語
  • 한국어
Sign in
  • Python
Overview Guides Reference Samples
Contact Us Start free
Google Cloud
  • Documentation
    • Overview
    • Guides
    • Reference
    • Samples
  • Technology areas
    • More
  • Cross-product tools
    • More
  • Related sites
    • More
  • Console
  • Contact Us
  • Start free
  • Overview
  • Library reference docs
  • BigQuery DataFrames
  • google-cloud-access-approval
  • google-cloud-advisorynotifications
  • google-cloud-aiplatform
    • Overview
    • Google Cloud Aiplatform SDK
    • Multiprocessing
    • Changelog
    • Aiplatform
      • aiplatform
        • Overview
        • AutoMLForecastingTrainingJob
        • AutoMLImageTrainingJob
        • AutoMLTabularTrainingJob
        • AutoMLTextTrainingJob
        • AutoMLVideoTrainingJob
        • BatchPredictionJob
        • CustomContainerTrainingJob
        • CustomJob
        • CustomPythonPackageTrainingJob
        • CustomTrainingJob
        • Endpoint
        • HyperparameterTuningJob
        • ImageDataset
        • Model
        • PipelineJob
        • TabularDataset
        • Tensorboard
        • TextDataset
        • TimeSeriesDataset
        • VideoDataset
      • instance_v1.types
        • Overview
        • ImageClassificationPredictionInstance
        • ImageObjectDetectionPredictionInstance
        • ImageSegmentationPredictionInstance
        • TextClassificationPredictionInstance
        • TextExtractionPredictionInstance
        • TextSentimentPredictionInstance
        • VideoActionRecognitionPredictionInstance
        • VideoClassificationPredictionInstance
        • VideoObjectTrackingPredictionInstance
      • params_v1.types
        • Overview
        • ImageClassificationPredictionParams
        • ImageObjectDetectionPredictionParams
        • ImageSegmentationPredictionParams
        • VideoActionRecognitionPredictionParams
        • VideoClassificationPredictionParams
        • VideoObjectTrackingPredictionParams
      • prediction_v1.types
        • Overview
        • ClassificationPredictionResult
        • ImageObjectDetectionPredictionResult
        • ImageSegmentationPredictionResult
        • TabularClassificationPredictionResult
        • TabularRegressionPredictionResult
        • TextExtractionPredictionResult
        • TextSentimentPredictionResult
        • VideoActionRecognitionPredictionResult
        • VideoClassificationPredictionResult
        • VideoObjectTrackingPredictionResult
          • Overview
          • Frame
      • definition_v1.types
        • Overview
        • AutoMlImageClassification
        • AutoMlImageClassificationInputs
          • Overview
          • ModelType
        • AutoMlImageClassificationMetadata
          • Overview
          • SuccessfulStopReason
        • AutoMlImageObjectDetection
        • AutoMlImageObjectDetectionInputs
          • Overview
          • ModelType
        • AutoMlImageObjectDetectionMetadata
          • Overview
          • SuccessfulStopReason
        • AutoMlImageSegmentation
        • AutoMlImageSegmentationInputs
          • Overview
          • ModelType
        • AutoMlImageSegmentationMetadata
          • Overview
          • SuccessfulStopReason
        • AutoMlTables
        • AutoMlTablesInputs
          • Overview
          • Transformation
            • Overview
            • AutoTransformation
            • CategoricalArrayTransformation
            • CategoricalTransformation
            • NumericArrayTransformation
            • NumericTransformation
            • TextArrayTransformation
            • TextTransformation
            • TimestampTransformation
        • AutoMlTablesMetadata
        • AutoMlTextClassification
        • AutoMlTextClassificationInputs
        • AutoMlTextExtraction
        • AutoMlTextExtractionInputs
        • AutoMlTextSentiment
        • AutoMlTextSentimentInputs
        • AutoMlVideoActionRecognition
        • AutoMlVideoActionRecognitionInputs
          • Overview
          • ModelType
        • AutoMlVideoClassification
        • AutoMlVideoClassificationInputs
          • Overview
          • ModelType
        • AutoMlVideoObjectTracking
        • AutoMlVideoObjectTrackingInputs
          • Overview
          • ModelType
        • ExportEvaluatedDataItemsConfig
      • instance_v1beta1.types
        • Overview
        • ImageClassificationPredictionInstance
        • ImageObjectDetectionPredictionInstance
        • ImageSegmentationPredictionInstance
        • TextClassificationPredictionInstance
        • TextExtractionPredictionInstance
        • TextSentimentPredictionInstance
        • VideoActionRecognitionPredictionInstance
        • VideoClassificationPredictionInstance
        • VideoObjectTrackingPredictionInstance
      • params_v1beta1.types
        • Overview
        • ImageClassificationPredictionParams
        • ImageObjectDetectionPredictionParams
        • ImageSegmentationPredictionParams
        • VideoActionRecognitionPredictionParams
        • VideoClassificationPredictionParams
        • VideoObjectTrackingPredictionParams
      • prediction_v1beta1.types
        • Overview
        • ClassificationPredictionResult
        • ImageObjectDetectionPredictionResult
        • ImageSegmentationPredictionResult
        • TabularClassificationPredictionResult
        • TabularRegressionPredictionResult
        • TextExtractionPredictionResult
        • TextSentimentPredictionResult
        • TimeSeriesForecastingPredictionResult
        • VideoActionRecognitionPredictionResult
        • VideoClassificationPredictionResult
        • VideoObjectTrackingPredictionResult
          • Overview
          • Frame
      • definition_v1beta1.types
        • Overview
        • AutoMlForecasting
        • AutoMlForecastingInputs
          • Overview
          • Granularity
          • Transformation
            • Overview
            • AutoTransformation
            • CategoricalTransformation
            • NumericTransformation
            • TextTransformation
            • TimestampTransformation
        • AutoMlForecastingMetadata
        • AutoMlImageClassification
        • AutoMlImageClassificationInputs
          • Overview
          • ModelType
        • AutoMlImageClassificationMetadata
          • Overview
          • SuccessfulStopReason
        • AutoMlImageObjectDetection
        • AutoMlImageObjectDetectionInputs
          • Overview
          • ModelType
        • AutoMlImageObjectDetectionMetadata
          • Overview
          • SuccessfulStopReason
        • AutoMlImageSegmentation
        • AutoMlImageSegmentationInputs
          • Overview
          • ModelType
        • AutoMlImageSegmentationMetadata
          • Overview
          • SuccessfulStopReason
        • AutoMlTables
        • AutoMlTablesInputs
          • Overview
          • Transformation
            • Overview
            • AutoTransformation
            • CategoricalArrayTransformation
            • CategoricalTransformation
            • NumericArrayTransformation
            • NumericTransformation
            • TextArrayTransformation
            • TextTransformation
            • TimestampTransformation
        • AutoMlTablesMetadata
        • AutoMlTextClassification
        • AutoMlTextClassificationInputs
        • AutoMlTextExtraction
        • AutoMlTextExtractionInputs
        • AutoMlTextSentiment
        • AutoMlTextSentimentInputs
        • AutoMlVideoActionRecognition
        • AutoMlVideoActionRecognitionInputs
          • Overview
          • ModelType
        • AutoMlVideoClassification
        • AutoMlVideoClassificationInputs
          • Overview
          • ModelType
        • AutoMlVideoObjectTracking
        • AutoMlVideoObjectTrackingInputs
          • Overview
          • ModelType
        • ExportEvaluatedDataItemsConfig
    • Aiplatform V1
      • dataset_service
        • Overview
        • pagers
          • Overview
          • ListAnnotationsAsyncPager
          • ListAnnotationsPager
          • ListDataItemsAsyncPager
          • ListDataItemsPager
          • ListDatasetsAsyncPager
          • ListDatasetsPager
      • endpoint_service
        • Overview
        • pagers
          • Overview
          • ListEndpointsAsyncPager
          • ListEndpointsPager
      • job_service
        • Overview
        • pagers
          • Overview
          • ListBatchPredictionJobsAsyncPager
          • ListBatchPredictionJobsPager
          • ListCustomJobsAsyncPager
          • ListCustomJobsPager
          • ListDataLabelingJobsAsyncPager
          • ListDataLabelingJobsPager
          • ListHyperparameterTuningJobsAsyncPager
          • ListHyperparameterTuningJobsPager
        • JobServiceAsyncClient
        • JobServiceClient
      • migration_service
        • Overview
        • pagers
          • Overview
          • SearchMigratableResourcesAsyncPager
          • SearchMigratableResourcesPager
        • MigrationServiceAsyncClient
        • MigrationServiceClient
      • model_service
        • Overview
        • pagers
          • Overview
          • ListModelEvaluationSlicesAsyncPager
          • ListModelEvaluationSlicesPager
          • ListModelEvaluationsAsyncPager
          • ListModelEvaluationsPager
          • ListModelsAsyncPager
          • ListModelsPager
        • ModelServiceAsyncClient
        • ModelServiceClient
      • pipeline_service
        • Overview
        • pagers
          • Overview
          • ListPipelineJobsAsyncPager
          • ListPipelineJobsPager
          • ListTrainingPipelinesAsyncPager
          • ListTrainingPipelinesPager
        • PipelineServiceAsyncClient
        • PipelineServiceClient
      • prediction_service
        • Overview
        • PredictionServiceAsyncClient
        • PredictionServiceClient
      • specialist_pool_service
        • Overview
        • pagers
          • Overview
          • ListSpecialistPoolsAsyncPager
          • ListSpecialistPoolsPager
        • SpecialistPoolServiceAsyncClient
        • SpecialistPoolServiceClient
      • types
        • Overview
        • ActiveLearningConfig
        • Annotation
          • Overview
          • LabelsEntry
        • AnnotationSpec
        • Artifact
          • Overview
          • LabelsEntry
          • State
        • AutomaticResources
        • AutoscalingMetricSpec
        • BatchDedicatedResources
        • BatchMigrateResourcesOperationMetadata
          • Overview
          • PartialResult
        • BatchMigrateResourcesRequest
        • BatchMigrateResourcesResponse
        • BatchPredictionJob
          • Overview
          • InputConfig
          • LabelsEntry
          • OutputConfig
          • OutputInfo
        • BigQueryDestination
        • BigQuerySource
        • CancelBatchPredictionJobRequest
        • CancelCustomJobRequest
        • CancelDataLabelingJobRequest
        • CancelHyperparameterTuningJobRequest
        • CancelPipelineJobRequest
        • CancelTrainingPipelineRequest
        • CompletionStats
        • ContainerRegistryDestination
        • ContainerSpec
        • Context
          • Overview
          • LabelsEntry
        • CreateBatchPredictionJobRequest
        • CreateCustomJobRequest
        • CreateDataLabelingJobRequest
        • CreateDatasetOperationMetadata
        • CreateDatasetRequest
        • CreateEndpointOperationMetadata
        • CreateEndpointRequest
        • CreateHyperparameterTuningJobRequest
        • CreatePipelineJobRequest
        • CreateSpecialistPoolOperationMetadata
        • CreateSpecialistPoolRequest
        • CreateTrainingPipelineRequest
        • CustomJob
          • Overview
          • LabelsEntry
        • CustomJobSpec
        • DataItem
          • Overview
          • LabelsEntry
        • DataLabelingJob
          • Overview
          • AnnotationLabelsEntry
          • LabelsEntry
        • Dataset
          • Overview
          • LabelsEntry
        • DedicatedResources
        • DeleteBatchPredictionJobRequest
        • DeleteCustomJobRequest
        • DeleteDataLabelingJobRequest
        • DeleteDatasetRequest
        • DeleteEndpointRequest
        • DeleteHyperparameterTuningJobRequest
        • DeleteModelRequest
        • DeleteOperationMetadata
        • DeletePipelineJobRequest
        • DeleteSpecialistPoolRequest
        • DeleteTrainingPipelineRequest
        • DeployModelOperationMetadata
        • DeployModelRequest
          • Overview
          • TrafficSplitEntry
        • DeployModelResponse
        • DeployedModel
        • DeployedModelRef
        • DiskSpec
        • EncryptionSpec
        • Endpoint
          • Overview
          • LabelsEntry
          • TrafficSplitEntry
        • EnvVar
        • Execution
          • Overview
          • LabelsEntry
          • State
        • ExportDataConfig
        • ExportDataOperationMetadata
        • ExportDataRequest
        • ExportDataResponse
        • ExportModelOperationMetadata
          • Overview
          • OutputInfo
        • ExportModelRequest
          • Overview
          • OutputConfig
        • ExportModelResponse
        • FilterSplit
        • FractionSplit
        • GcsDestination
        • GcsSource
        • GenericOperationMetadata
        • GetAnnotationSpecRequest
        • GetBatchPredictionJobRequest
        • GetCustomJobRequest
        • GetDataLabelingJobRequest
        • GetDatasetRequest
        • GetEndpointRequest
        • GetHyperparameterTuningJobRequest
        • GetModelEvaluationRequest
        • GetModelEvaluationSliceRequest
        • GetModelRequest
        • GetPipelineJobRequest
        • GetSpecialistPoolRequest
        • GetTrainingPipelineRequest
        • HyperparameterTuningJob
          • Overview
          • LabelsEntry
        • ImportDataConfig
          • Overview
          • DataItemLabelsEntry
        • ImportDataOperationMetadata
        • ImportDataRequest
        • ImportDataResponse
        • InputDataConfig
        • ListAnnotationsRequest
        • ListAnnotationsResponse
        • ListBatchPredictionJobsRequest
        • ListBatchPredictionJobsResponse
        • ListCustomJobsRequest
        • ListCustomJobsResponse
        • ListDataItemsRequest
        • ListDataItemsResponse
        • ListDataLabelingJobsRequest
        • ListDataLabelingJobsResponse
        • ListDatasetsRequest
        • ListDatasetsResponse
        • ListEndpointsRequest
        • ListEndpointsResponse
        • ListHyperparameterTuningJobsRequest
        • ListHyperparameterTuningJobsResponse
        • ListModelEvaluationSlicesRequest
        • ListModelEvaluationSlicesResponse
        • ListModelEvaluationsRequest
        • ListModelEvaluationsResponse
        • ListModelsRequest
        • ListModelsResponse
        • ListPipelineJobsRequest
        • ListPipelineJobsResponse
        • ListSpecialistPoolsRequest
        • ListSpecialistPoolsResponse
        • ListTrainingPipelinesRequest
        • ListTrainingPipelinesResponse
        • MachineSpec
        • ManualBatchTuningParameters
        • Measurement
          • Overview
          • Metric
        • MigratableResource
          • Overview
          • AutomlDataset
          • AutomlModel
          • DataLabelingDataset
            • Overview
            • DataLabelingAnnotatedDataset
          • MlEngineModelVersion
        • MigrateResourceRequest
          • Overview
          • MigrateAutomlDatasetConfig
          • MigrateAutomlModelConfig
          • MigrateDataLabelingDatasetConfig
            • Overview
            • MigrateDataLabelingAnnotatedDatasetConfig
          • MigrateMlEngineModelVersionConfig
        • MigrateResourceResponse
        • Model
          • Overview
          • DeploymentResourcesType
          • ExportFormat
            • Overview
            • ExportableContent
          • LabelsEntry
        • ModelContainerSpec
        • ModelEvaluation
        • ModelEvaluationSlice
          • Overview
          • Slice
        • PipelineJob
          • Overview
          • LabelsEntry
          • RuntimeConfig
            • Overview
            • ParametersEntry
        • PipelineJobDetail
        • PipelineTaskDetail
          • Overview
          • ArtifactList
          • InputsEntry
          • OutputsEntry
          • State
        • PipelineTaskExecutorDetail
          • Overview
          • ContainerDetail
          • CustomJobDetail
        • Port
        • PredefinedSplit
        • PredictRequest
        • PredictResponse
        • PredictSchemata
        • PythonPackageSpec
        • ResourcesConsumed
        • SampleConfig
          • Overview
          • SampleStrategy
        • Scheduling
        • SearchMigratableResourcesRequest
        • SearchMigratableResourcesResponse
        • SpecialistPool
        • StudySpec
          • Overview
          • Algorithm
          • MeasurementSelectionType
          • MetricSpec
            • Overview
            • GoalType
          • ObservationNoise
          • ParameterSpec
            • Overview
            • CategoricalValueSpec
            • ConditionalParameterSpec
              • Overview
              • CategoricalValueCondition
              • DiscreteValueCondition
              • IntValueCondition
            • DiscreteValueSpec
            • DoubleValueSpec
            • IntegerValueSpec
            • ScaleType
        • TimestampSplit
        • TrainingConfig
        • TrainingPipeline
          • Overview
          • LabelsEntry
        • Trial
          • Overview
          • Parameter
          • State
        • UndeployModelOperationMetadata
        • UndeployModelRequest
          • Overview
          • TrafficSplitEntry
        • UndeployModelResponse
        • UpdateDatasetRequest
        • UpdateEndpointRequest
        • UpdateModelRequest
        • UpdateSpecialistPoolOperationMetadata
        • UpdateSpecialistPoolRequest
        • UploadModelOperationMetadata
        • UploadModelRequest
        • UploadModelResponse
        • UserActionReference
        • Value
        • WorkerPoolSpec
    • Aiplatform V1beta1
      • dataset_service
        • Overview
        • pagers
          • Overview
          • ListAnnotationsAsyncPager
          • ListAnnotationsPager
          • ListDataItemsAsyncPager
          • ListDataItemsPager
          • ListDatasetsAsyncPager
          • ListDatasetsPager
      • endpoint_service
        • Overview
        • pagers
          • Overview
          • ListEndpointsAsyncPager
          • ListEndpointsPager
      • featurestore_online_serving_service
        • Overview
        • FeaturestoreOnlineServingServiceAsyncClient
        • FeaturestoreOnlineServingServiceClient
      • featurestore_service
        • Overview
        • pagers
          • Overview
          • ListEntityTypesAsyncPager
          • ListEntityTypesPager
          • ListFeaturesAsyncPager
          • ListFeaturesPager
          • ListFeaturestoresAsyncPager
          • ListFeaturestoresPager
          • SearchFeaturesAsyncPager
          • SearchFeaturesPager
        • FeaturestoreServiceAsyncClient
        • FeaturestoreServiceClient
      • index_endpoint_service
        • Overview
        • pagers
          • Overview
          • ListIndexEndpointsAsyncPager
          • ListIndexEndpointsPager
        • IndexEndpointServiceAsyncClient
        • IndexEndpointServiceClient
      • index_service
        • Overview
        • pagers
          • Overview
          • ListIndexesAsyncPager
          • ListIndexesPager
        • IndexServiceAsyncClient
        • IndexServiceClient
      • job_service
        • Overview
        • pagers
          • Overview
          • ListBatchPredictionJobsAsyncPager
          • ListBatchPredictionJobsPager
          • ListCustomJobsAsyncPager
          • ListCustomJobsPager
          • ListDataLabelingJobsAsyncPager
          • ListDataLabelingJobsPager
          • ListHyperparameterTuningJobsAsyncPager
          • ListHyperparameterTuningJobsPager
          • ListModelDeploymentMonitoringJobsAsyncPager
          • ListModelDeploymentMonitoringJobsPager
          • SearchModelDeploymentMonitoringStatsAnomaliesAsyncPager
          • SearchModelDeploymentMonitoringStatsAnomaliesPager
        • JobServiceAsyncClient
        • JobServiceClient
      • metadata_service
        • Overview
        • pagers
          • Overview
          • ListArtifactsAsyncPager
          • ListArtifactsPager
          • ListContextsAsyncPager
          • ListContextsPager
          • ListExecutionsAsyncPager
          • ListExecutionsPager
          • ListMetadataSchemasAsyncPager
          • ListMetadataSchemasPager
          • ListMetadataStoresAsyncPager
          • ListMetadataStoresPager
        • MetadataServiceAsyncClient
        • MetadataServiceClient
      • migration_service
        • Overview
        • pagers
          • Overview
          • SearchMigratableResourcesAsyncPager
          • SearchMigratableResourcesPager
        • MigrationServiceAsyncClient
        • MigrationServiceClient
      • model_service
        • Overview
        • pagers
          • Overview
          • ListModelEvaluationSlicesAsyncPager
          • ListModelEvaluationSlicesPager
          • ListModelEvaluationsAsyncPager
          • ListModelEvaluationsPager
          • ListModelsAsyncPager
          • ListModelsPager
        • ModelServiceAsyncClient
        • ModelServiceClient
      • pipeline_service
        • Overview
        • pagers
          • Overview
          • ListPipelineJobsAsyncPager
          • ListPipelineJobsPager
          • ListTrainingPipelinesAsyncPager
          • ListTrainingPipelinesPager
        • PipelineServiceAsyncClient
        • PipelineServiceClient
      • prediction_service
        • Overview
        • PredictionServiceAsyncClient
        • PredictionServiceClient
      • specialist_pool_service
        • Overview
        • pagers
          • Overview
          • ListSpecialistPoolsAsyncPager
          • ListSpecialistPoolsPager
        • SpecialistPoolServiceAsyncClient
        • SpecialistPoolServiceClient
      • tensorboard_service
        • Overview
        • pagers
          • Overview
          • ExportTensorboardTimeSeriesDataAsyncPager
          • ExportTensorboardTimeSeriesDataPager
          • ListTensorboardExperimentsAsyncPager
          • ListTensorboardExperimentsPager
          • ListTensorboardRunsAsyncPager
          • ListTensorboardRunsPager
          • ListTensorboardTimeSeriesAsyncPager
          • ListTensorboardTimeSeriesPager
          • ListTensorboardsAsyncPager
          • ListTensorboardsPager
        • TensorboardServiceAsyncClient
        • TensorboardServiceClient
      • vizier_service
        • Overview
        • pagers
          • Overview
          • ListStudiesAsyncPager
          • ListStudiesPager
          • ListTrialsAsyncPager
          • ListTrialsPager
        • VizierServiceAsyncClient
        • VizierServiceClient
      • types
        • Overview
        • ActiveLearningConfig
        • AddContextArtifactsAndExecutionsRequest
        • AddContextArtifactsAndExecutionsResponse
        • AddContextChildrenRequest
        • AddContextChildrenResponse
        • AddExecutionEventsRequest
        • AddExecutionEventsResponse
        • AddTrialMeasurementRequest
        • Annotation
          • Overview
          • LabelsEntry
        • AnnotationSpec
        • Artifact
          • Overview
          • LabelsEntry
          • State
        • Attribution
        • AutomaticResources
        • AutoscalingMetricSpec
        • AvroSource
        • BatchCreateFeaturesOperationMetadata
        • BatchCreateFeaturesRequest
        • BatchCreateFeaturesResponse
        • BatchDedicatedResources
        • BatchMigrateResourcesOperationMetadata
          • Overview
          • PartialResult
        • BatchMigrateResourcesRequest
        • BatchMigrateResourcesResponse
        • BatchPredictionJob
          • Overview
          • InputConfig
          • LabelsEntry
          • OutputConfig
          • OutputInfo
        • BatchReadFeatureValuesOperationMetadata
        • BatchReadFeatureValuesRequest
          • Overview
          • EntityTypeSpec
          • PassThroughField
        • BatchReadFeatureValuesResponse
        • BigQueryDestination
        • BigQuerySource
        • BoolArray
        • CancelBatchPredictionJobRequest
        • CancelCustomJobRequest
        • CancelDataLabelingJobRequest
        • CancelHyperparameterTuningJobRequest
        • CancelPipelineJobRequest
        • CancelTrainingPipelineRequest
        • CheckTrialEarlyStoppingStateMetatdata
        • CheckTrialEarlyStoppingStateRequest
        • CheckTrialEarlyStoppingStateResponse
        • CompleteTrialRequest
        • CompletionStats
        • ContainerRegistryDestination
        • ContainerSpec
        • Context
          • Overview
          • LabelsEntry
        • CreateArtifactRequest
        • CreateBatchPredictionJobRequest
        • CreateContextRequest
        • CreateCustomJobRequest
        • CreateDataLabelingJobRequest
        • CreateDatasetOperationMetadata
        • CreateDatasetRequest
        • CreateEndpointOperationMetadata
        • CreateEndpointRequest
        • CreateEntityTypeOperationMetadata
        • CreateEntityTypeRequest
        • CreateExecutionRequest
        • CreateFeatureOperationMetadata
        • CreateFeatureRequest
        • CreateFeaturestoreOperationMetadata
        • CreateFeaturestoreRequest
        • CreateHyperparameterTuningJobRequest
        • CreateIndexEndpointOperationMetadata
        • CreateIndexEndpointRequest
        • CreateIndexOperationMetadata
        • CreateIndexRequest
        • CreateMetadataSchemaRequest
        • CreateMetadataStoreOperationMetadata
        • CreateMetadataStoreRequest
        • CreateModelDeploymentMonitoringJobRequest
        • CreatePipelineJobRequest
        • CreateSpecialistPoolOperationMetadata
        • CreateSpecialistPoolRequest
        • CreateStudyRequest
        • CreateTensorboardExperimentRequest
        • CreateTensorboardOperationMetadata
        • CreateTensorboardRequest
        • CreateTensorboardRunRequest
        • CreateTensorboardTimeSeriesRequest
        • CreateTrainingPipelineRequest
        • CreateTrialRequest
        • CsvDestination
        • CsvSource
        • CustomJob
          • Overview
          • LabelsEntry
          • WebAccessUrisEntry
        • CustomJobSpec
        • DataItem
          • Overview
          • LabelsEntry
        • DataLabelingJob
          • Overview
          • AnnotationLabelsEntry
          • LabelsEntry
        • Dataset
          • Overview
          • LabelsEntry
        • DedicatedResources
        • DeleteArtifactRequest
        • DeleteBatchPredictionJobRequest
        • DeleteContextRequest
        • DeleteCustomJobRequest
        • DeleteDataLabelingJobRequest
        • DeleteDatasetRequest
        • DeleteEndpointRequest
        • DeleteEntityTypeRequest
        • DeleteExecutionRequest
        • DeleteFeatureRequest
        • DeleteFeaturestoreRequest
        • DeleteHyperparameterTuningJobRequest
        • DeleteIndexEndpointRequest
        • DeleteIndexRequest
        • DeleteMetadataStoreOperationMetadata
        • DeleteMetadataStoreRequest
        • DeleteModelDeploymentMonitoringJobRequest
        • DeleteModelRequest
        • DeleteOperationMetadata
        • DeletePipelineJobRequest
        • DeleteSpecialistPoolRequest
        • DeleteStudyRequest
        • DeleteTensorboardExperimentRequest
        • DeleteTensorboardRequest
        • DeleteTensorboardRunRequest
        • DeleteTensorboardTimeSeriesRequest
        • DeleteTrainingPipelineRequest
        • DeleteTrialRequest
        • DeployIndexOperationMetadata
        • DeployIndexRequest
        • DeployIndexResponse
        • DeployModelOperationMetadata
        • DeployModelRequest
          • Overview
          • TrafficSplitEntry
        • DeployModelResponse
        • DeployedIndex
        • DeployedIndexAuthConfig
          • Overview
          • AuthProvider
        • DeployedIndexRef
        • DeployedModel
        • DeployedModelRef
        • DestinationFeatureSetting
        • DiskSpec
        • DoubleArray
        • EncryptionSpec
        • Endpoint
          • Overview
          • LabelsEntry
          • TrafficSplitEntry
        • EntityType
          • Overview
          • LabelsEntry
        • EnvVar
        • Event
          • Overview
          • LabelsEntry
          • Type
        • Execution
          • Overview
          • LabelsEntry
          • State
        • ExplainRequest
        • ExplainResponse
        • Explanation
        • ExplanationMetadata
          • Overview
          • InputMetadata
            • Overview
            • Encoding
            • FeatureValueDomain
            • Visualization
              • Overview
              • ColorMap
              • OverlayType
              • Polarity
              • Type
          • InputsEntry
          • OutputMetadata
          • OutputsEntry
        • ExplanationMetadataOverride
          • Overview
          • InputMetadataOverride
          • InputsEntry
        • ExplanationParameters
        • ExplanationSpec
        • ExplanationSpecOverride
        • ExportDataConfig
        • ExportDataOperationMetadata
        • ExportDataRequest
        • ExportDataResponse
        • ExportFeatureValuesOperationMetadata
        • ExportFeatureValuesRequest
          • Overview
          • SnapshotExport
        • ExportFeatureValuesResponse
        • ExportModelOperationMetadata
          • Overview
          • OutputInfo
        • ExportModelRequest
          • Overview
          • OutputConfig
        • ExportModelResponse
        • ExportTensorboardTimeSeriesDataRequest
        • ExportTensorboardTimeSeriesDataResponse
        • Feature
          • Overview
          • LabelsEntry
          • ValueType
        • FeatureNoiseSigma
          • Overview
          • NoiseSigmaForFeature
        • FeatureSelector
        • FeatureStatsAnomaly
        • FeatureValue
          • Overview
          • Metadata
        • FeatureValueDestination
        • FeatureValueList
        • Featurestore
          • Overview
          • LabelsEntry
          • OnlineServingConfig
          • State
        • FeaturestoreMonitoringConfig
          • Overview
          • SnapshotAnalysis
        • FilterSplit
        • FractionSplit
        • GcsDestination
        • GcsSource
        • GenericOperationMetadata
        • GetAnnotationSpecRequest
        • GetArtifactRequest
        • GetBatchPredictionJobRequest
        • GetContextRequest
        • GetCustomJobRequest
        • GetDataLabelingJobRequest
        • GetDatasetRequest
        • GetEndpointRequest
        • GetEntityTypeRequest
        • GetExecutionRequest
        • GetFeatureRequest
        • GetFeaturestoreRequest
        • GetHyperparameterTuningJobRequest
        • GetIndexEndpointRequest
        • GetIndexRequest
        • GetMetadataSchemaRequest
        • GetMetadataStoreRequest
        • GetModelDeploymentMonitoringJobRequest
        • GetModelEvaluationRequest
        • GetModelEvaluationSliceRequest
        • GetModelRequest
        • GetPipelineJobRequest
        • GetSpecialistPoolRequest
        • GetStudyRequest
        • GetTensorboardExperimentRequest
        • GetTensorboardRequest
        • GetTensorboardRunRequest
        • GetTensorboardTimeSeriesRequest
        • GetTrainingPipelineRequest
        • GetTrialRequest
        • HyperparameterTuningJob
          • Overview
          • LabelsEntry
        • IdMatcher
        • ImportDataConfig
          • Overview
          • DataItemLabelsEntry
        • ImportDataOperationMetadata
        • ImportDataRequest
        • ImportDataResponse
        • ImportFeatureValuesOperationMetadata
        • ImportFeatureValuesRequest
          • Overview
          • FeatureSpec
        • ImportFeatureValuesResponse
        • Index
          • Overview
          • LabelsEntry
        • IndexEndpoint
          • Overview
          • LabelsEntry
        • IndexPrivateEndpoints
        • InputDataConfig
        • Int64Array
        • IntegratedGradientsAttribution
        • LineageSubgraph
        • ListAnnotationsRequest
        • ListAnnotationsResponse
        • ListArtifactsRequest
        • ListArtifactsResponse
        • ListBatchPredictionJobsRequest
        • ListBatchPredictionJobsResponse
        • ListContextsRequest
        • ListContextsResponse
        • ListCustomJobsRequest
        • ListCustomJobsResponse
        • ListDataItemsRequest
        • ListDataItemsResponse
        • ListDataLabelingJobsRequest
        • ListDataLabelingJobsResponse
        • ListDatasetsRequest
        • ListDatasetsResponse
        • ListEndpointsRequest
        • ListEndpointsResponse
        • ListEntityTypesRequest
        • ListEntityTypesResponse
        • ListExecutionsRequest
        • ListExecutionsResponse
        • ListFeaturesRequest
        • ListFeaturesResponse
        • ListFeaturestoresRequest
        • ListFeaturestoresResponse
        • ListHyperparameterTuningJobsRequest
        • ListHyperparameterTuningJobsResponse
        • ListIndexEndpointsRequest
        • ListIndexEndpointsResponse
        • ListIndexesRequest
        • ListIndexesResponse
        • ListMetadataSchemasRequest
        • ListMetadataSchemasResponse
        • ListMetadataStoresRequest
        • ListMetadataStoresResponse
        • ListModelDeploymentMonitoringJobsRequest
        • ListModelDeploymentMonitoringJobsResponse
        • ListModelEvaluationSlicesRequest
        • ListModelEvaluationSlicesResponse
        • ListModelEvaluationsRequest
        • ListModelEvaluationsResponse
        • ListModelsRequest
        • ListModelsResponse
        • ListOptimalTrialsRequest
        • ListOptimalTrialsResponse
        • ListPipelineJobsRequest
        • ListPipelineJobsResponse
        • ListSpecialistPoolsRequest
        • ListSpecialistPoolsResponse
        • ListStudiesRequest
        • ListStudiesResponse
        • ListTensorboardExperimentsRequest
        • ListTensorboardExperimentsResponse
        • ListTensorboardRunsRequest
        • ListTensorboardRunsResponse
        • ListTensorboardTimeSeriesRequest
        • ListTensorboardTimeSeriesResponse
        • ListTensorboardsRequest
        • ListTensorboardsResponse
        • ListTrainingPipelinesRequest
        • ListTrainingPipelinesResponse
        • ListTrialsRequest
        • ListTrialsResponse
        • LookupStudyRequest
        • MachineSpec
        • ManualBatchTuningParameters
        • Measurement
          • Overview
          • Metric
        • MetadataSchema
          • Overview
          • MetadataSchemaType
        • MetadataStore
          • Overview
          • MetadataStoreState
        • MigratableResource
          • Overview
          • AutomlDataset
          • AutomlModel
          • DataLabelingDataset
            • Overview
            • DataLabelingAnnotatedDataset
          • MlEngineModelVersion
        • MigrateResourceRequest
          • Overview
          • MigrateAutomlDatasetConfig
          • MigrateAutomlModelConfig
          • MigrateDataLabelingDatasetConfig
            • Overview
            • MigrateDataLabelingAnnotatedDatasetConfig
          • MigrateMlEngineModelVersionConfig
        • MigrateResourceResponse
        • Model
          • Overview
          • DeploymentResourcesType
          • ExportFormat
            • Overview
            • ExportableContent
          • LabelsEntry
        • ModelContainerSpec
        • ModelDeploymentMonitoringBigQueryTable
          • Overview
          • LogSource
          • LogType
        • ModelDeploymentMonitoringJob
          • Overview
          • LabelsEntry
          • MonitoringScheduleState
        • ModelDeploymentMonitoringObjectiveConfig
        • ModelDeploymentMonitoringObjectiveType
        • ModelDeploymentMonitoringScheduleConfig
        • ModelEvaluation
          • Overview
          • ModelEvaluationExplanationSpec
        • ModelEvaluationSlice
          • Overview
          • Slice
        • ModelExplanation
        • ModelMonitoringAlertConfig
          • Overview
          • EmailAlertConfig
        • ModelMonitoringObjectiveConfig
          • Overview
          • ExplanationConfig
            • Overview
            • ExplanationBaseline
              • Overview
              • PredictionFormat
          • PredictionDriftDetectionConfig
            • Overview
            • AttributionScoreDriftThresholdsEntry
            • DriftThresholdsEntry
          • TrainingDataset
          • TrainingPredictionSkewDetectionConfig
            • Overview
            • AttributionScoreSkewThresholdsEntry
            • SkewThresholdsEntry
        • ModelMonitoringStatsAnomalies
          • Overview
          • FeatureHistoricStatsAnomalies
        • NearestNeighborSearchOperationMetadata
          • Overview
          • ContentValidationStats
          • RecordError
            • Overview
            • RecordErrorType
        • PauseModelDeploymentMonitoringJobRequest
        • PipelineJob
          • Overview
          • LabelsEntry
          • RuntimeConfig
            • Overview
            • ParametersEntry
        • PipelineJobDetail
        • PipelineTaskDetail
          • Overview
          • ArtifactList
          • InputsEntry
          • OutputsEntry
          • State
        • PipelineTaskExecutorDetail
          • Overview
          • ContainerDetail
          • CustomJobDetail
        • Port
        • PredefinedSplit
        • PredictRequest
        • PredictResponse
        • PredictSchemata
        • PrivateEndpoints
        • PurgeArtifactsMetadata
        • PurgeArtifactsRequest
        • PurgeArtifactsResponse
        • PurgeContextsMetadata
        • PurgeContextsRequest
        • PurgeContextsResponse
        • PurgeExecutionsMetadata
        • PurgeExecutionsRequest
        • PurgeExecutionsResponse
        • PythonPackageSpec
        • QueryArtifactLineageSubgraphRequest
        • QueryContextLineageSubgraphRequest
        • QueryExecutionInputsAndOutputsRequest
        • ReadFeatureValuesRequest
        • ReadFeatureValuesResponse
          • Overview
          • EntityView
            • Overview
            • Data
          • FeatureDescriptor
          • Header
        • ReadTensorboardBlobDataRequest
        • ReadTensorboardBlobDataResponse
        • ReadTensorboardTimeSeriesDataRequest
        • ReadTensorboardTimeSeriesDataResponse
        • ResourcesConsumed
        • ResumeModelDeploymentMonitoringJobRequest
        • SampleConfig
          • Overview
          • SampleStrategy
        • SampledShapleyAttribution
        • SamplingStrategy
          • Overview
          • RandomSampleConfig
        • Scalar
        • Scheduling
        • SearchFeaturesRequest
        • SearchFeaturesResponse
        • SearchMigratableResourcesRequest
        • SearchMigratableResourcesResponse
        • SearchModelDeploymentMonitoringStatsAnomaliesRequest
          • Overview
          • StatsAnomaliesObjective
        • SearchModelDeploymentMonitoringStatsAnomaliesResponse
        • SmoothGradConfig
        • SpecialistPool
        • StopTrialRequest
        • StreamingReadFeatureValuesRequest
        • StringArray
        • Study
          • Overview
          • State
        • StudySpec
          • Overview
          • Algorithm
          • ConvexStopConfig
          • DecayCurveAutomatedStoppingSpec
          • MeasurementSelectionType
          • MedianAutomatedStoppingSpec
          • MetricSpec
            • Overview
            • GoalType
          • ObservationNoise
          • ParameterSpec
            • Overview
            • CategoricalValueSpec
            • ConditionalParameterSpec
              • Overview
              • CategoricalValueCondition
              • DiscreteValueCondition
              • IntValueCondition
            • DiscreteValueSpec
            • DoubleValueSpec
            • IntegerValueSpec
            • ScaleType
        • SuggestTrialsMetadata
        • SuggestTrialsRequest
        • SuggestTrialsResponse
        • TFRecordDestination
        • Tensorboard
          • Overview
          • LabelsEntry
        • TensorboardBlob
        • TensorboardBlobSequence
        • TensorboardExperiment
          • Overview
          • LabelsEntry
        • TensorboardRun
          • Overview
          • LabelsEntry
        • TensorboardTensor
        • TensorboardTimeSeries
          • Overview
          • Metadata
          • ValueType
        • ThresholdConfig
        • TimeSeriesData
        • TimeSeriesDataPoint
        • TimestampSplit
        • TrainingConfig
        • TrainingPipeline
          • Overview
          • LabelsEntry
        • Trial
          • Overview
          • Parameter
          • State
          • WebAccessUrisEntry
        • UndeployIndexOperationMetadata
        • UndeployIndexRequest
        • UndeployIndexResponse
        • UndeployModelOperationMetadata
        • UndeployModelRequest
          • Overview
          • TrafficSplitEntry
        • UndeployModelResponse
        • UpdateArtifactRequest
        • UpdateContextRequest
        • UpdateDatasetRequest
        • UpdateEndpointRequest
        • UpdateEntityTypeRequest
        • UpdateExecutionRequest
        • UpdateFeatureRequest
        • UpdateFeaturestoreOperationMetadata
        • UpdateFeaturestoreRequest
        • UpdateIndexEndpointRequest
        • UpdateIndexOperationMetadata
        • UpdateIndexRequest
        • UpdateModelDeploymentMonitoringJobOperationMetadata
        • UpdateModelDeploymentMonitoringJobRequest
        • UpdateModelRequest
        • UpdateSpecialistPoolOperationMetadata
        • UpdateSpecialistPoolRequest
        • UpdateTensorboardExperimentRequest
        • UpdateTensorboardOperationMetadata
        • UpdateTensorboardRequest
        • UpdateTensorboardRunRequest
        • UpdateTensorboardTimeSeriesRequest
        • UploadModelOperationMetadata
        • UploadModelRequest
        • UploadModelResponse
        • UserActionReference
        • Value
        • WorkerPoolSpec
        • WriteTensorboardRunDataRequest
        • WriteTensorboardRunDataResponse
        • XraiAttribution
  • google-cloud-alloydb
  • google-cloud-alloydb-connectors
  • google-cloud-api-gateway
  • google-cloud-api-keys
  • google-cloud-apigee-connect
  • google-cloud-apigee-registry
  • google-cloud-appengine-admin
  • google-cloud-appengine-logging
  • google-cloud-apphub
  • google-cloud-artifact-registry
  • google-cloud-asset
  • google-cloud-assured-workloads
  • google-cloud-automl
  • google-cloud-backupdr
  • google-cloud-bare-metal-solution
  • google-cloud-batch
  • google-cloud-beyondcorp-appconnections
  • google-cloud-beyondcorp-appconnectors
  • google-cloud-beyondcorp-appgateways
  • google-cloud-beyondcorp-clientconnectorservices
  • google-cloud-beyondcorp-clientgateways
  • google-cloud-bigquery
  • google-cloud-bigquery-biglake
  • google-cloud-bigquery-connection
  • google-cloud-bigquery-data-exchange
  • google-cloud-bigquery-datapolicies
  • google-cloud-bigquery-datatransfer
  • google-cloud-bigquery-logging
  • google-cloud-bigquery-migration
  • google-cloud-bigquery-reservation
  • google-cloud-bigquery-storage
  • google-cloud-bigtable
  • google-cloud-billing
  • google-cloud-billing-budgets
  • google-cloud-binary-authorization
  • google-cloud-build
  • google-cloud-certificate-manager
  • google-cloud-channel
  • google-cloud-cloudcontrolspartner
  • google-cloud-cloudquotas
  • google-cloud-commerce-consumer-procurement
  • google-cloud-common
  • google-cloud-compute
  • google-cloud-confidentialcomputing
  • google-cloud-config
  • google-cloud-contact-center-insights
  • google-cloud-container
  • google-cloud-containeranalysis
  • google-cloud-contentwarehouse
  • google-cloud-core
  • google-cloud-data-fusion
  • google-cloud-data-qna
  • google-cloud-datacatalog
  • google-cloud-datacatalog-lineage
  • google-cloud-dataflow-client
  • google-cloud-dataform
  • google-cloud-datalabeling
  • google-cloud-dataplex
  • google-cloud-dataproc
  • google-cloud-dataproc-metastore
  • google-cloud-datastore
  • google-cloud-datastream
  • google-cloud-debugger-client
  • google-cloud-deploy
  • google-cloud-dialogflow
  • google-cloud-dialogflow-cx
  • google-cloud-discoveryengine
  • google-cloud-dlp
  • google-cloud-dms
  • google-cloud-dns
  • google-cloud-documentai
  • google-cloud-documentai-toolbox
  • google-cloud-domains
  • google-cloud-edgecontainer
  • google-cloud-edgenetwork
  • google-cloud-enterpriseknowledgegraph
  • google-cloud-error-reporting
  • google-cloud-essential-contacts
  • google-cloud-eventarc
  • google-cloud-eventarc-publishing
  • google-cloud-filestore
  • google-cloud-firestore
  • google-cloud-functions
  • google-cloud-game-servers
  • google-cloud-gke-backup
  • google-cloud-gke-connect-gateway
  • google-cloud-gke-hub
  • google-cloud-gke-multicloud
  • google-cloud-gsuiteaddons
  • google-cloud-iam
  • google-cloud-iam-logging
  • google-cloud-iap
  • google-cloud-ids
  • google-cloud-iot
  • google-cloud-kms
  • google-cloud-kms-inventory
  • google-cloud-language
  • google-cloud-life-sciences
  • google-cloud-logging
  • google-cloud-managed-identities
  • google-cloud-media-translation
  • google-cloud-memcache
  • google-cloud-migrationcenter
  • google-cloud-monitoring
  • google-cloud-monitoring-dashboards
  • google-cloud-monitoring-metrics-scopes
  • google-cloud-netapp
  • google-cloud-network-connectivity
  • google-cloud-network-management
  • google-cloud-network-security
  • google-cloud-network-services
  • google-cloud-notebooks
  • google-cloud-optimization
  • google-cloud-orchestration-airflow
  • google-cloud-org-policy
  • google-cloud-os-config
  • google-cloud-os-login
  • google-cloud-parallelstore
  • google-cloud-phishing-protection
  • google-cloud-policy-troubleshooter
  • google-cloud-policysimulator
  • google-cloud-policytroubleshooter-iam
  • google-cloud-private-ca
  • google-cloud-private-catalog
  • google-cloud-public-ca
  • google-cloud-pubsub
  • google-cloud-pubsublite
  • google-cloud-rapidmigrationassessment
  • google-cloud-recaptcha-enterprise
  • google-cloud-recommendations-ai
  • google-cloud-recommender
  • google-cloud-redis
  • google-cloud-redis-cluster
  • google-cloud-resource-manager
  • google-cloud-resource-settings
  • google-cloud-retail
  • google-cloud-run
  • google-cloud-runtimeconfig
  • google-cloud-scheduler
  • google-cloud-secret-manager
  • google-cloud-securesourcemanager
  • google-cloud-securitycenter
  • google-cloud-securitycentermanagement
  • google-cloud-service-control
  • google-cloud-service-directory
  • google-cloud-service-management
  • google-cloud-service-usage
  • google-cloud-servicehealth
  • google-cloud-shell
  • google-cloud-source-context
  • google-cloud-spanner
  • google-cloud-speech
  • google-cloud-storage
  • google-cloud-storage-control
  • google-cloud-storage-transfer
  • google-cloud-storageinsights
  • google-cloud-support
  • google-cloud-talent
  • google-cloud-tasks
  • google-cloud-telcoautomation
  • google-cloud-texttospeech
  • google-cloud-tpu
  • google-cloud-trace
  • google-cloud-translate
  • google-cloud-video-live-stream
  • google-cloud-video-stitcher
  • google-cloud-video-transcoder
  • google-cloud-videointelligence
  • google-cloud-vision
  • google-cloud-vm-migration
  • google-cloud-vmwareengine
  • google-cloud-vpc-access
  • google-cloud-webrisk
  • google-cloud-websecurityscanner
  • google-cloud-workflows
  • google-cloud-workstations
  • google-resumable-media
  • grpc-google-iam-v1
  • langchain-google-alloydb-pg
  • langchain-google-bigtable
  • langchain-google-cloud-sql-mssql
  • langchain-google-cloud-sql-mysql
  • langchain-google-cloud-sql-pg
  • langchain-google-datastore
  • langchain-google-el-carro
  • langchain-google-firestore
  • langchain-google-memorystore-redis
  • AI and ML
  • Application development
  • Application hosting
  • Compute
  • Data analytics and pipelines
  • Databases
  • Distributed, hybrid, and multicloud
  • Generative AI
  • Industry solutions
  • Networking
  • Observability and monitoring
  • Security
  • Storage
  • Access and resources management
  • Costs and usage management
  • Google Cloud SDK, languages, frameworks, and tools
  • Infrastructure as code
  • Migration
  • Google Cloud Home
  • Free Trial and Free Tier
  • Architecture Center
  • Blog
  • Contact Sales
  • Google Cloud Developer Center
  • Google Developer Center
  • Google Cloud Marketplace
  • Google Cloud Marketplace Documentation
  • Google Cloud Skills Boost
  • Google Cloud Solution Center
  • Google Cloud Support
  • Google Cloud Tech Youtube Channel
  • Home
  • Python
  • Documentation
  • Reference

Class GetSpecialistPoolRequest (1.3.0)

Stay organized with collections Save and categorize content based on your preferences.
  • 1.77.0 (latest)
  • 1.76.0
  • 1.75.0
  • 1.74.0
  • 1.73.0
  • 1.72.0