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Quickstart
Overview
DatasetServiceClient (v1)
DatasetServiceClient (v1beta1)
DeploymentResourcePoolServiceClient (v1)
DeploymentResourcePoolServiceClient (v1beta1)
EndpointServiceClient (v1)
EndpointServiceClient (v1beta1)
FeatureOnlineStoreAdminServiceClient (v1)
FeatureOnlineStoreAdminServiceClient (v1beta1)
FeatureOnlineStoreServiceClient (v1)
FeatureOnlineStoreServiceClient (v1beta1)
FeatureRegistryServiceClient (v1)
FeatureRegistryServiceClient (v1beta1)
FeaturestoreOnlineServingServiceClient (v1)
FeaturestoreOnlineServingServiceClient (v1beta1)
FeaturestoreServiceClient (v1)
FeaturestoreServiceClient (v1beta1)
IndexEndpointServiceClient (v1)
IndexEndpointServiceClient (v1beta1)
IndexServiceClient (v1)
IndexServiceClient (v1beta1)
JobServiceClient (v1)
JobServiceClient (v1beta1)
LlmUtilityServiceClient (v1)
LlmUtilityServiceClient (v1beta1)
MatchServiceClient (v1)
MatchServiceClient (v1beta1)
MetadataServiceClient (v1)
MetadataServiceClient (v1beta1)
MigrationServiceClient (v1)
MigrationServiceClient (v1beta1)
ModelGardenServiceClient (v1)
ModelGardenServiceClient (v1beta1)
ModelServiceClient (v1)
ModelServiceClient (v1beta1)
PersistentResourceServiceClient (v1beta1)
PipelineServiceClient (v1)
PipelineServiceClient (v1beta1)
PredictionServiceClient (v1)
PredictionServiceClient (v1beta1)
ScheduleServiceClient (v1)
ScheduleServiceClient (v1beta1)
SpecialistPoolServiceClient (v1)
SpecialistPoolServiceClient (v1beta1)
TensorboardServiceClient (v1)
TensorboardServiceClient (v1beta1)
VizierServiceClient (v1)
VizierServiceClient (v1beta1)
Classes
protos.google.cloud.aiplatform.v1
ActiveLearningConfig
AddContextArtifactsAndExecutionsRequest
AddContextArtifactsAndExecutionsResponse
AddContextChildrenRequest
AddContextChildrenResponse
AddExecutionEventsRequest
AddExecutionEventsResponse
AddTrialMeasurementRequest
Annotation
AnnotationSpec
Artifact
ArtifactList
AttributedItem
Attribution
AuthProvider
AutoScaling
AutomaticResources
AutomlDataset
AutomlModel
AutoscalingMetricSpec
AvroSource
BaseModelSource
BatchCancelPipelineJobsOperationMetadata
BatchCancelPipelineJobsRequest
BatchCancelPipelineJobsResponse
BatchCreateFeaturesOperationMetadata
BatchCreateFeaturesRequest
BatchCreateFeaturesResponse
BatchCreateTensorboardRunsRequest
BatchCreateTensorboardRunsResponse
BatchCreateTensorboardTimeSeriesRequest
BatchCreateTensorboardTimeSeriesResponse
BatchDedicatedResources
BatchDeletePipelineJobsRequest
BatchDeletePipelineJobsResponse
BatchImportEvaluatedAnnotationsRequest
BatchImportEvaluatedAnnotationsResponse
BatchImportModelEvaluationSlicesRequest
BatchImportModelEvaluationSlicesResponse
BatchMigrateResourcesOperationMetadata
BatchMigrateResourcesRequest
BatchMigrateResourcesResponse
BatchPredictionJob
BatchReadFeatureValuesOperationMetadata
BatchReadFeatureValuesRequest
BatchReadFeatureValuesResponse
BatchReadTensorboardTimeSeriesDataRequest
BatchReadTensorboardTimeSeriesDataResponse
BigQuery
BigQueryDestination
BigQuerySource
BigQuerySource
Bigtable
Blob
BlurBaselineConfig
BoolArray
CallToAction
CancelBatchPredictionJobRequest
CancelCustomJobRequest
CancelDataLabelingJobRequest
CancelHyperparameterTuningJobRequest
CancelNasJobRequest
CancelPipelineJobRequest
CancelTrainingPipelineRequest
Candidate
CategoricalValueCondition
CategoricalValueSpec
CheckTrialEarlyStoppingStateMetatdata
CheckTrialEarlyStoppingStateRequest
CheckTrialEarlyStoppingStateResponse
Citation
CitationMetadata
CompleteTrialRequest
CompletionStats
CompositeKey
ComputeTokensRequest
ComputeTokensResponse
ConditionalParameterSpec
ContainerDetail
ContainerRegistryDestination
ContainerSpec
Content
ContentValidationStats
Context
ConvexAutomatedStoppingSpec
CopyModelOperationMetadata
CopyModelRequest
CopyModelResponse
CountTokensRequest
CountTokensResponse
CreateArtifactRequest
CreateBatchPredictionJobRequest
CreateContextRequest
CreateCustomJobRequest
CreateDataLabelingJobRequest
CreateDatasetOperationMetadata
CreateDatasetRequest
CreateDatasetVersionOperationMetadata
CreateDatasetVersionRequest
CreateDeploymentResourcePoolOperationMetadata
CreateDeploymentResourcePoolRequest
CreateEndpointOperationMetadata
CreateEndpointRequest
CreateEntityTypeOperationMetadata
CreateEntityTypeRequest
CreateExecutionRequest
CreateFeatureGroupOperationMetadata
CreateFeatureGroupRequest
CreateFeatureOnlineStoreOperationMetadata
CreateFeatureOnlineStoreRequest
CreateFeatureOperationMetadata
CreateFeatureRequest
CreateFeatureViewOperationMetadata
CreateFeatureViewRequest
CreateFeaturestoreOperationMetadata
CreateFeaturestoreRequest
CreateHyperparameterTuningJobRequest
CreateIndexEndpointOperationMetadata
CreateIndexEndpointRequest
CreateIndexOperationMetadata
CreateIndexRequest
CreateMetadataSchemaRequest
CreateMetadataStoreOperationMetadata
CreateMetadataStoreRequest
CreateModelDeploymentMonitoringJobRequest
CreateNasJobRequest
CreatePipelineJobRequest
CreateRegistryFeatureOperationMetadata
CreateScheduleRequest
CreateSpecialistPoolOperationMetadata
CreateSpecialistPoolRequest
CreateStudyRequest
CreateTensorboardExperimentRequest
CreateTensorboardOperationMetadata
CreateTensorboardRequest
CreateTensorboardRunRequest
CreateTensorboardTimeSeriesRequest
CreateTrainingPipelineRequest
CreateTrialRequest
CrowdingTag
CsvDestination
CsvSource
CustomJob
CustomJobDetail
CustomJobSpec
Data
DataItem
DataItemView
DataLabelingAnnotatedDataset
DataLabelingDataset
DataLabelingJob
DataStats
Dataset
DatasetService
DatasetVersion
DecayCurveAutomatedStoppingSpec
DedicatedResources
DeleteArtifactRequest
DeleteBatchPredictionJobRequest
DeleteContextRequest
DeleteCustomJobRequest
DeleteDataLabelingJobRequest
DeleteDatasetRequest
DeleteDatasetVersionRequest
DeleteDeploymentResourcePoolRequest
DeleteEndpointRequest
DeleteEntityTypeRequest
DeleteExecutionRequest
DeleteFeatureGroupRequest
DeleteFeatureOnlineStoreRequest
DeleteFeatureRequest
DeleteFeatureValuesOperationMetadata
DeleteFeatureValuesRequest
DeleteFeatureValuesResponse
DeleteFeatureViewRequest
DeleteFeaturestoreRequest
DeleteHyperparameterTuningJobRequest
DeleteIndexEndpointRequest
DeleteIndexRequest
DeleteMetadataStoreOperationMetadata
DeleteMetadataStoreRequest
DeleteModelDeploymentMonitoringJobRequest
DeleteModelRequest
DeleteModelVersionRequest
DeleteNasJobRequest
DeleteOperationMetadata
DeletePipelineJobRequest
DeleteSavedQueryRequest
DeleteScheduleRequest
DeleteSpecialistPoolRequest
DeleteStudyRequest
DeleteTensorboardExperimentRequest
DeleteTensorboardRequest
DeleteTensorboardRunRequest
DeleteTensorboardTimeSeriesRequest
DeleteTrainingPipelineRequest
DeleteTrialRequest
Deploy
DeployGke
DeployIndexOperationMetadata
DeployIndexRequest
DeployIndexResponse
DeployModelOperationMetadata
DeployModelRequest
DeployModelResponse
DeployedIndex
DeployedIndexAuthConfig
DeployedIndexRef
DeployedModel
DeployedModelRef
DeploymentResourcePool
DeploymentResourcePoolService
DestinationFeatureSetting
DirectPredictRequest
DirectPredictResponse
DirectRawPredictRequest
DirectRawPredictResponse
DiscreteValueCondition
DiscreteValueSpec
DiskSpec
Documentation
DoubleArray
DoubleValueSpec
EmailAlertConfig
Embedding
EncryptionSpec
Endpoint
EndpointService
EntityIdSelector
EntityType
EntityTypeSpec
EntityView
EnvVar
ErrorAnalysisAnnotation
EvaluatedAnnotation
EvaluatedAnnotationExplanation
Event
ExampleGcsSource
Examples
ExamplesOverride
ExamplesRestrictionsNamespace
ExecAction
Execution
ExplainRequest
ExplainResponse
Explanation
ExplanationBaseline
ExplanationConfig
ExplanationMetadata
ExplanationMetadataOverride
ExplanationParameters
ExplanationSpec
ExplanationSpecOverride
ExportDataConfig
ExportDataOperationMetadata
ExportDataRequest
ExportDataResponse
ExportFeatureValuesOperationMetadata
ExportFeatureValuesRequest
ExportFeatureValuesResponse
ExportFilterSplit
ExportFormat
ExportFractionSplit
ExportModelOperationMetadata
ExportModelRequest
ExportModelResponse
ExportTensorboardTimeSeriesDataRequest
ExportTensorboardTimeSeriesDataResponse
Feature
FeatureDescriptor
FeatureGroup
FeatureGroup
FeatureHistoricStatsAnomalies
FeatureNameValuePair
FeatureNameValuePairList
FeatureNoiseSigma
FeatureOnlineStore
FeatureOnlineStoreAdminService
FeatureOnlineStoreService
FeatureRegistryService
FeatureRegistrySource
FeatureSelector
FeatureSpec
FeatureStatsAnomaly
FeatureValue
FeatureValueDestination
FeatureValueDomain
FeatureValueList
FeatureView
FeatureViewDataKey
FeatureViewSync
Featurestore
FeaturestoreMonitoringConfig
FeaturestoreOnlineServingService
FeaturestoreService
FetchFeatureValuesRequest
FetchFeatureValuesResponse
FileData
FilterSplit
FindNeighborsRequest
FindNeighborsResponse
FractionSplit
FullExport
FunctionCall
FunctionDeclaration
FunctionResponse
GcsDestination
GcsSource
GenerateContentRequest
GenerateContentResponse
GenerationConfig
GenericOperationMetadata
GenieSource
GetAnnotationSpecRequest
GetArtifactRequest
GetBatchPredictionJobRequest
GetContextRequest
GetCustomJobRequest
GetDataLabelingJobRequest
GetDatasetRequest
GetDatasetVersionRequest
GetDeploymentResourcePoolRequest
GetEndpointRequest
GetEntityTypeRequest
GetExecutionRequest
GetFeatureGroupRequest
GetFeatureOnlineStoreRequest
GetFeatureRequest
GetFeatureViewRequest
GetFeatureViewSyncRequest
GetFeaturestoreRequest
GetHyperparameterTuningJobRequest
GetIndexEndpointRequest
GetIndexRequest
GetMetadataSchemaRequest
GetMetadataStoreRequest
GetModelDeploymentMonitoringJobRequest
GetModelEvaluationRequest
GetModelEvaluationSliceRequest
GetModelRequest
GetNasJobRequest
GetNasTrialDetailRequest
GetPipelineJobRequest
GetPublisherModelRequest
GetScheduleRequest
GetSpecialistPoolRequest
GetStudyRequest
GetTensorboardExperimentRequest
GetTensorboardRequest
GetTensorboardRunRequest
GetTensorboardTimeSeriesRequest
GetTrainingPipelineRequest
GetTrialRequest
GoogleSearchRetrieval
GroundingAttribution
GroundingMetadata
Header
HyperparameterTuningJob
IdMatcher
ImportDataConfig
ImportDataOperationMetadata
ImportDataRequest
ImportDataResponse
ImportFeatureValuesOperationMetadata
ImportFeatureValuesRequest
ImportFeatureValuesResponse
ImportFeaturesAnalysis
ImportModelEvaluationRequest
Index
IndexDatapoint
IndexEndpoint
IndexEndpointService
IndexPrivateEndpoints
IndexService
IndexStats
InputArtifact
InputConfig
InputDataConfig
InputMetadata
InputMetadataOverride
InstanceConfig
Int64Array
IntValueCondition
IntegerValueSpec
IntegratedGradientsAttribution
JobService
LargeModelReference
LatestMonitoringPipelineMetadata
LineageSubgraph
ListAnnotationsRequest
ListAnnotationsResponse
ListArtifactsRequest
ListArtifactsResponse
ListBatchPredictionJobsRequest
ListBatchPredictionJobsResponse
ListContextsRequest
ListContextsResponse
ListCustomJobsRequest
ListCustomJobsResponse
ListDataItemsRequest
ListDataItemsResponse
ListDataLabelingJobsRequest
ListDataLabelingJobsResponse
ListDatasetVersionsRequest
ListDatasetVersionsResponse
ListDatasetsRequest
ListDatasetsResponse
ListDeploymentResourcePoolsRequest
ListDeploymentResourcePoolsResponse
ListEndpointsRequest
ListEndpointsResponse
ListEntityTypesRequest
ListEntityTypesResponse
ListExecutionsRequest
ListExecutionsResponse
ListFeatureGroupsRequest
ListFeatureGroupsResponse
ListFeatureOnlineStoresRequest
ListFeatureOnlineStoresResponse
ListFeatureViewSyncsRequest
ListFeatureViewSyncsResponse
ListFeatureViewsRequest
ListFeatureViewsResponse
ListFeaturesRequest
ListFeaturesResponse
ListFeaturestoresRequest
ListFeaturestoresResponse
ListHyperparameterTuningJobsRequest
ListHyperparameterTuningJobsResponse
ListIndexEndpointsRequest
ListIndexEndpointsResponse
ListIndexesRequest
ListIndexesResponse
ListMetadataSchemasRequest
ListMetadataSchemasResponse
ListMetadataStoresRequest
ListMetadataStoresResponse
ListModelDeploymentMonitoringJobsRequest
ListModelDeploymentMonitoringJobsResponse
ListModelEvaluationSlicesRequest
ListModelEvaluationSlicesResponse
ListModelEvaluationsRequest
ListModelEvaluationsResponse
ListModelVersionsRequest
ListModelVersionsResponse
ListModelsRequest
ListModelsResponse
ListNasJobsRequest
ListNasJobsResponse
ListNasTrialDetailsRequest
ListNasTrialDetailsResponse
ListOptimalTrialsRequest
ListOptimalTrialsResponse
ListPipelineJobsRequest
ListPipelineJobsResponse
ListSavedQueriesRequest
ListSavedQueriesResponse
ListSchedulesRequest
ListSchedulesResponse
ListSpecialistPoolsRequest
ListSpecialistPoolsResponse
ListStudiesRequest
ListStudiesResponse
ListTensorboardExperimentsRequest
ListTensorboardExperimentsResponse
ListTensorboardRunsRequest
ListTensorboardRunsResponse
ListTensorboardTimeSeriesRequest
ListTensorboardTimeSeriesResponse
ListTensorboardsRequest
ListTensorboardsResponse
ListTrainingPipelinesRequest
ListTrainingPipelinesResponse
ListTrialsRequest
ListTrialsResponse
LlmUtilityService
LookupStudyRequest
MachineSpec
ManualBatchTuningParameters
MatchService
Measurement
MedianAutomatedStoppingSpec
MergeVersionAliasesRequest
Metadata
Metadata
MetadataSchema
MetadataService
MetadataStore
MetadataStoreState
Metric
MetricSpec
MetricSpec
MigratableResource
MigrateAutomlDatasetConfig
MigrateAutomlModelConfig
MigrateDataLabelingAnnotatedDatasetConfig
MigrateDataLabelingDatasetConfig
MigrateMlEngineModelVersionConfig
MigrateResourceRequest
MigrateResourceResponse
MigrationService
MlEngineModelVersion
Model
ModelContainerSpec
ModelDeploymentMonitoringBigQueryTable
ModelDeploymentMonitoringJob
ModelDeploymentMonitoringObjectiveConfig
ModelDeploymentMonitoringScheduleConfig
ModelEvaluation
ModelEvaluationExplanationSpec
ModelEvaluationSlice
ModelExplanation
ModelGardenService
ModelGardenSource
ModelMonitoringAlertConfig
ModelMonitoringObjectiveConfig
ModelMonitoringStatsAnomalies
ModelService
ModelSourceInfo
MonitoringStatsAnomaly
MultiTrialAlgorithmSpec
MultiTrialJobOutput
MutateDeployedIndexOperationMetadata
MutateDeployedIndexRequest
MutateDeployedIndexResponse
MutateDeployedModelOperationMetadata
MutateDeployedModelRequest
MutateDeployedModelResponse
NasJob
NasJobOutput
NasJobSpec
NasTrial
NasTrialDetail
NearestNeighborQuery
NearestNeighborSearchOperationMetadata
NearestNeighbors
NearestNeighbors
Neighbor
Neighbor
Neighbor
NfsMount
NoiseSigmaForFeature
NumericRestriction
OnlineServingConfig
OpenFineTuningPipelines
OpenNotebooks
OrderByAnnotation
OriginalModelInfo
OutputConfig
OutputConfig
OutputInfo
OutputInfo
OutputMetadata
Parameter
ParameterSpec
Parameters
Part
PartialResult
PassThroughField
PauseModelDeploymentMonitoringJobRequest
PauseScheduleRequest
PerMonthUsageData
PerUserUsageData
PersistentDiskSpec
PipelineJob
PipelineJobDetail
PipelineService
PipelineTaskDetail
PipelineTaskExecutorDetail
PipelineTaskStatus
PipelineTemplateMetadata
Port
PredefinedSplit
PredictRequest
PredictRequestResponseLoggingConfig
PredictResponse
PredictSchemata
PredictionDriftDetectionConfig
PredictionService
Presets
PrivateEndpoints
PrivateServiceConnectConfig
Probe
PromptFeedback
PscAutomatedEndpoints
PublisherModel
PurgeArtifactsMetadata
PurgeArtifactsRequest
PurgeArtifactsResponse
PurgeContextsMetadata
PurgeContextsRequest
PurgeContextsResponse
PurgeExecutionsMetadata
PurgeExecutionsRequest
PurgeExecutionsResponse
PythonPackageSpec
Query
QueryArtifactLineageSubgraphRequest
QueryContextLineageSubgraphRequest
QueryDeployedModelsRequest
QueryDeployedModelsResponse
QueryExecutionInputsAndOutputsRequest
RandomSampleConfig
Range
RawPredictRequest
ReadFeatureValuesRequest
ReadFeatureValuesResponse
ReadIndexDatapointsRequest
ReadIndexDatapointsResponse
ReadTensorboardBlobDataRequest
ReadTensorboardBlobDataResponse
ReadTensorboardSizeRequest
ReadTensorboardSizeResponse
ReadTensorboardTimeSeriesDataRequest
ReadTensorboardTimeSeriesDataResponse
ReadTensorboardUsageRequest
ReadTensorboardUsageResponse
RecordError
RegionalResourceReferences
RemoveContextChildrenRequest
RemoveContextChildrenResponse
RemoveDatapointsRequest
RemoveDatapointsResponse
ResourceReference
ResourcesConsumed
RestoreDatasetVersionOperationMetadata
RestoreDatasetVersionRequest
Restriction
ResumeModelDeploymentMonitoringJobRequest
ResumeScheduleRequest
Retrieval
RunResponse
RuntimeConfig
SafetyMetricConfig
SafetyRating
SafetySetting
SampleConfig
SampledShapleyAttribution
SamplingStrategy
SavedQuery
Scalar
Scaling
Schedule
ScheduleService
Scheduling
Schema
SearchDataItemsRequest
SearchDataItemsResponse
SearchFeaturesRequest
SearchFeaturesResponse
SearchMigratableResourcesRequest
SearchMigratableResourcesResponse
SearchModelDeploymentMonitoringStatsAnomaliesRequest
SearchModelDeploymentMonitoringStatsAnomaliesResponse
SearchNearestEntitiesRequest
SearchNearestEntitiesResponse
SearchTrialSpec
Segment