Class AutoMlSettings (2.53.0) 

public class AutoMlSettings extends ClientSettings<AutoMlSettings>

Settings class to configure an instance of AutoMlClient.

The default instance has everything set to sensible defaults:

  • The default service address (automl.googleapis.com) and default port (443) are used.
  • Credentials are acquired automatically through Application Default Credentials.
  • Retries are configured for idempotent methods but not for non-idempotent methods.

The builder of this class is recursive, so contained classes are themselves builders. When build() is called, the tree of builders is called to create the complete settings object.

For example, to set the RetrySettings of getDataset:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 AutoMlSettings.Builder autoMlSettingsBuilder = AutoMlSettings.newBuilder();
 autoMlSettingsBuilder
     .getDatasetSettings()
     .setRetrySettings(
         autoMlSettingsBuilder
             .getDatasetSettings()
             .getRetrySettings()
             .toBuilder()
             .setInitialRetryDelayDuration(Duration.ofSeconds(1))
             .setInitialRpcTimeoutDuration(Duration.ofSeconds(5))
             .setMaxAttempts(5)
             .setMaxRetryDelayDuration(Duration.ofSeconds(30))
             .setMaxRpcTimeoutDuration(Duration.ofSeconds(60))
             .setRetryDelayMultiplier(1.3)
             .setRpcTimeoutMultiplier(1.5)
             .setTotalTimeoutDuration(Duration.ofSeconds(300))
             .build());
 AutoMlSettings autoMlSettings = autoMlSettingsBuilder.build();

Please refer to the Client Side Retry Guide for additional support in setting retries.

To configure the RetrySettings of a Long Running Operation method, create an OperationTimedPollAlgorithm object and update the RPC's polling algorithm. For example, to configure the RetrySettings for createDataset:


 // This snippet has been automatically generated and should be regarded as a code template only.
 // It will require modifications to work:
 // - It may require correct/in-range values for request initialization.
 // - It may require specifying regional endpoints when creating the service client as shown in
 // https://cloud.google.com/java/docs/setup#configure_endpoints_for_the_client_library
 AutoMlSettings.Builder autoMlSettingsBuilder = AutoMlSettings.newBuilder();
 TimedRetryAlgorithm timedRetryAlgorithm =
     OperationalTimedPollAlgorithm.create(
         RetrySettings.newBuilder()
             .setInitialRetryDelayDuration(Duration.ofMillis(500))
             .setRetryDelayMultiplier(1.5)
             .setMaxRetryDelay(Duration.ofMillis(5000))
             .setTotalTimeoutDuration(Duration.ofHours(24))
             .build());
 autoMlSettingsBuilder
     .createClusterOperationSettings()
     .setPollingAlgorithm(timedRetryAlgorithm)
     .build();

Inheritance

java.lang.Object > ClientSettings > AutoMlSettings

Static Methods

create(AutoMlStubSettings stub)

public static final AutoMlSettings create(AutoMlStubSettings stub)
Parameter
Name Description
stub AutoMlStubSettings
Returns
Type Description
AutoMlSettings
Exceptions
Type Description
IOException

defaultApiClientHeaderProviderBuilder()

public static ApiClientHeaderProvider.Builder defaultApiClientHeaderProviderBuilder()
Returns
Type Description
Builder

defaultCredentialsProviderBuilder()

public static GoogleCredentialsProvider.Builder defaultCredentialsProviderBuilder()

Returns a builder for the default credentials for this service.

Returns
Type Description
Builder

defaultExecutorProviderBuilder()

public static InstantiatingExecutorProvider.Builder defaultExecutorProviderBuilder()

Returns a builder for the default ExecutorProvider for this service.

Returns
Type Description
Builder

defaultGrpcTransportProviderBuilder()

public static InstantiatingGrpcChannelProvider.Builder defaultGrpcTransportProviderBuilder()

Returns a builder for the default gRPC ChannelProvider for this service.

Returns
Type Description
Builder

defaultHttpJsonTransportProviderBuilder()

public static InstantiatingHttpJsonChannelProvider.Builder defaultHttpJsonTransportProviderBuilder()

Returns a builder for the default REST ChannelProvider for this service.

Returns
Type Description
Builder

defaultTransportChannelProvider()

public static TransportChannelProvider defaultTransportChannelProvider()
Returns
Type Description
TransportChannelProvider

getDefaultEndpoint()

public static String getDefaultEndpoint()

Returns the default service endpoint.

Returns
Type Description
String

getDefaultServiceScopes()

public static List<String> getDefaultServiceScopes()

Returns the default service scopes.

Returns
Type Description
List<String>

newBuilder()

public static AutoMlSettings.Builder newBuilder()

Returns a new gRPC builder for this class.

Returns
Type Description
AutoMlSettings.Builder

newBuilder(ClientContext clientContext)

public static AutoMlSettings.Builder newBuilder(ClientContext clientContext)

Returns a new builder for this class.

Parameter
Name Description
clientContext ClientContext
Returns
Type Description
AutoMlSettings.Builder

newHttpJsonBuilder()

public static AutoMlSettings.Builder newHttpJsonBuilder()

Returns a new REST builder for this class.

Returns
Type Description
AutoMlSettings.Builder

Constructors

AutoMlSettings(AutoMlSettings.Builder settingsBuilder)

protected AutoMlSettings(AutoMlSettings.Builder settingsBuilder)
Parameter
Name Description
settingsBuilder AutoMlSettings.Builder

Methods

createDatasetOperationSettings()

public OperationCallSettings<CreateDatasetRequest,Dataset,OperationMetadata> createDatasetOperationSettings()

Returns the object with the settings used for calls to createDataset.

Returns
Type Description
OperationCallSettings<CreateDatasetRequest,Dataset,OperationMetadata>

createDatasetSettings()

public UnaryCallSettings<CreateDatasetRequest,Operation> createDatasetSettings()

Returns the object with the settings used for calls to createDataset.

Returns
Type Description
UnaryCallSettings<CreateDatasetRequest,Operation>

createModelOperationSettings()

public OperationCallSettings<CreateModelRequest,Model,OperationMetadata> createModelOperationSettings()

Returns the object with the settings used for calls to createModel.

Returns
Type Description
OperationCallSettings<CreateModelRequest,Model,OperationMetadata>

createModelSettings()

public UnaryCallSettings<CreateModelRequest,Operation> createModelSettings()

Returns the object with the settings used for calls to createModel.

Returns
Type Description
UnaryCallSettings<CreateModelRequest,Operation>

deleteDatasetOperationSettings()

public OperationCallSettings<DeleteDatasetRequest,Empty,OperationMetadata> deleteDatasetOperationSettings()

Returns the object with the settings used for calls to deleteDataset.

Returns
Type Description
OperationCallSettings<DeleteDatasetRequest,Empty,OperationMetadata>

deleteDatasetSettings()

public UnaryCallSettings<DeleteDatasetRequest,Operation> deleteDatasetSettings()

Returns the object with the settings used for calls to deleteDataset.

Returns
Type Description
UnaryCallSettings<DeleteDatasetRequest,Operation>

deleteModelOperationSettings()

public OperationCallSettings<DeleteModelRequest,Empty,OperationMetadata> deleteModelOperationSettings()

Returns the object with the settings used for calls to deleteModel.

Returns
Type Description
OperationCallSettings<DeleteModelRequest,Empty,OperationMetadata>

deleteModelSettings()

public UnaryCallSettings<DeleteModelRequest,Operation> deleteModelSettings()

Returns the object with the settings used for calls to deleteModel.

Returns
Type Description
UnaryCallSettings<DeleteModelRequest,Operation>

deployModelOperationSettings()

public OperationCallSettings<DeployModelRequest,Empty,OperationMetadata> deployModelOperationSettings()

Returns the object with the settings used for calls to deployModel.

Returns
Type Description
OperationCallSettings<DeployModelRequest,Empty,OperationMetadata>

deployModelSettings()

public UnaryCallSettings<DeployModelRequest,Operation> deployModelSettings()

Returns the object with the settings used for calls to deployModel.

Returns
Type Description
UnaryCallSettings<DeployModelRequest,Operation>

exportDataOperationSettings()

public OperationCallSettings<ExportDataRequest,Empty,OperationMetadata> exportDataOperationSettings()

Returns the object with the settings used for calls to exportData.

Returns
Type Description
OperationCallSettings<ExportDataRequest,Empty,OperationMetadata>

exportDataSettings()

public UnaryCallSettings<ExportDataRequest,Operation> exportDataSettings()

Returns the object with the settings used for calls to exportData.

Returns
Type Description
UnaryCallSettings<ExportDataRequest,Operation>

exportModelOperationSettings()

public OperationCallSettings<ExportModelRequest,Empty,OperationMetadata> exportModelOperationSettings()

Returns the object with the settings used for calls to exportModel.

Returns
Type Description
OperationCallSettings<ExportModelRequest,Empty,OperationMetadata>

exportModelSettings()

public UnaryCallSettings<ExportModelRequest,Operation> exportModelSettings()

Returns the object with the settings used for calls to exportModel.

Returns
Type Description
UnaryCallSettings<ExportModelRequest,Operation>

getAnnotationSpecSettings()

public UnaryCallSettings<GetAnnotationSpecRequest,AnnotationSpec> getAnnotationSpecSettings()

Returns the object with the settings used for calls to getAnnotationSpec.

Returns
Type Description
UnaryCallSettings<GetAnnotationSpecRequest,AnnotationSpec>

getDatasetSettings()

public UnaryCallSettings<GetDatasetRequest,Dataset> getDatasetSettings()

Returns the object with the settings used for calls to getDataset.

Returns
Type Description
UnaryCallSettings<GetDatasetRequest,Dataset>

getModelEvaluationSettings()

public UnaryCallSettings<GetModelEvaluationRequest,ModelEvaluation> getModelEvaluationSettings()

Returns the object with the settings used for calls to getModelEvaluation.

Returns
Type Description
UnaryCallSettings<GetModelEvaluationRequest,ModelEvaluation>

getModelSettings()

public UnaryCallSettings<GetModelRequest,Model> getModelSettings()

Returns the object with the settings used for calls to getModel.

Returns
Type Description
UnaryCallSettings<GetModelRequest,Model>

importDataOperationSettings()

public OperationCallSettings<ImportDataRequest,Empty,OperationMetadata> importDataOperationSettings()

Returns the object with the settings used for calls to importData.

Returns
Type Description
OperationCallSettings<ImportDataRequest,Empty,OperationMetadata>

importDataSettings()

public UnaryCallSettings<ImportDataRequest,Operation> importDataSettings()

Returns the object with the settings used for calls to importData.

Returns
Type Description
UnaryCallSettings<ImportDataRequest,Operation>

listDatasetsSettings()

public PagedCallSettings<ListDatasetsRequest,ListDatasetsResponse,AutoMlClient.ListDatasetsPagedResponse> listDatasetsSettings()

Returns the object with the settings used for calls to listDatasets.

Returns
Type Description
PagedCallSettings<ListDatasetsRequest,ListDatasetsResponse,ListDatasetsPagedResponse>

listModelEvaluationsSettings()

public PagedCallSettings<ListModelEvaluationsRequest,ListModelEvaluationsResponse,AutoMlClient.ListModelEvaluationsPagedResponse> listModelEvaluationsSettings()

Returns the object with the settings used for calls to listModelEvaluations.

Returns
Type Description
PagedCallSettings<ListModelEvaluationsRequest,ListModelEvaluationsResponse,ListModelEvaluationsPagedResponse>

listModelsSettings()

public PagedCallSettings<ListModelsRequest,ListModelsResponse,AutoMlClient.ListModelsPagedResponse> listModelsSettings()

Returns the object with the settings used for calls to listModels.

Returns
Type Description
PagedCallSettings<ListModelsRequest,ListModelsResponse,ListModelsPagedResponse>

toBuilder()

public AutoMlSettings.Builder toBuilder()

Returns a builder containing all the values of this settings class.

Returns
Type Description
AutoMlSettings.Builder
Overrides

undeployModelOperationSettings()

public OperationCallSettings<UndeployModelRequest,Empty,OperationMetadata> undeployModelOperationSettings()

Returns the object with the settings used for calls to undeployModel.

Returns
Type Description
OperationCallSettings<UndeployModelRequest,Empty,OperationMetadata>

undeployModelSettings()

public UnaryCallSettings<UndeployModelRequest,Operation> undeployModelSettings()

Returns the object with the settings used for calls to undeployModel.

Returns
Type Description
UnaryCallSettings<UndeployModelRequest,Operation>

updateDatasetSettings()

public UnaryCallSettings<UpdateDatasetRequest,Dataset> updateDatasetSettings()

Returns the object with the settings used for calls to updateDataset.

Returns
Type Description
UnaryCallSettings<UpdateDatasetRequest,Dataset>

updateModelSettings()

public UnaryCallSettings<UpdateModelRequest,Model> updateModelSettings()

Returns the object with the settings used for calls to updateModel.

Returns
Type Description
UnaryCallSettings<UpdateModelRequest,Model>