DatasetService class final
The service that manages Vertex AI Dataset and its child resources.
Constructors
- DatasetService({required Client client})
-
Creates a
DatasetServiceusingclientfor transport. - DatasetService.fromApiKey([String? apiKey])
-
Creates a
DatasetServicethat does authentication through an API key.factory
Properties
- hashCode → int
-
The hash code for this object.
no setterinherited
- runtimeType → Type
-
A representation of the runtime type of the object.
no setterinherited
Methods
-
assembleData(
AssembleDataRequest request) → Future< Operation< AssembleDataResponse, AssembleDataOperationMetadata> > - Assembles each row of a multimodal dataset and writes the result into a BigQuery table.
-
assessData(
AssessDataRequest request) → Future< Operation< AssessDataResponse, AssessDataOperationMetadata> > - Assesses the state or validity of the dataset with respect to a given use case.
-
cancelOperation(
CancelOperationRequest request) → Future< void> -
Provides the
Operationsservice functionality in this service. -
close(
) → void - Closes the client and cleans up any resources associated with it.
-
createDataset(
CreateDatasetRequest request) → Future< Operation< Dataset, CreateDatasetOperationMetadata> > - Creates a Dataset.
-
createDatasetVersion(
CreateDatasetVersionRequest request) → Future< Operation< DatasetVersion, CreateDatasetVersionOperationMetadata> > - Create a version from a Dataset.
-
deleteDataset(
DeleteDatasetRequest request) → Future< Operation< Empty, DeleteOperationMetadata> > - Deletes a Dataset.
-
deleteDatasetVersion(
DeleteDatasetVersionRequest request) → Future< Operation< Empty, DeleteOperationMetadata> > - Deletes a Dataset version.
-
deleteOperation(
DeleteOperationRequest request) → Future< void> -
Provides the
Operationsservice functionality in this service. -
deleteSavedQuery(
DeleteSavedQueryRequest request) → Future< Operation< Empty, DeleteOperationMetadata> > - Deletes a SavedQuery.
-
exportData(
ExportDataRequest request) → Future< Operation< ExportDataResponse, ExportDataOperationMetadata> > - Exports data from a Dataset.
-
getAnnotationSpec(
GetAnnotationSpecRequest request) → Future< AnnotationSpec> - Gets an AnnotationSpec.
-
getDataset(
GetDatasetRequest request) → Future< Dataset> - Gets a Dataset.
-
getDatasetVersion(
GetDatasetVersionRequest request) → Future< DatasetVersion> - Gets a Dataset version.
-
getIamPolicy(
GetIamPolicyRequest request) → Future< Policy> - Gets the access control policy for a resource. Returns an empty policy if the resource exists and does not have a policy set.
-
getLocation(
GetLocationRequest request) → Future< Location> - Gets information about a location.
-
getOperation<
T extends ProtoMessage, S extends ProtoMessage> (Operation< T, S> request) → Future<Operation< T, S> > -
Provides the
Operationsservice functionality in this service. -
importData(
ImportDataRequest request) → Future< Operation< ImportDataResponse, ImportDataOperationMetadata> > - Imports data into a Dataset.
-
listAnnotations(
ListAnnotationsRequest request) → Future< ListAnnotationsResponse> - Lists Annotations belongs to a dataitem.
-
listDataItems(
ListDataItemsRequest request) → Future< ListDataItemsResponse> - Lists DataItems in a Dataset.
-
listDatasets(
ListDatasetsRequest request) → Future< ListDatasetsResponse> - Lists Datasets in a Location.
-
listDatasetVersions(
ListDatasetVersionsRequest request) → Future< ListDatasetVersionsResponse> - Lists DatasetVersions in a Dataset.
-
listLocations(
ListLocationsRequest request) → Future< ListLocationsResponse> - Lists information about the supported locations for this service.
-
listOperations(
ListOperationsRequest request) → Future< ListOperationsResponse> -
Provides the
Operationsservice functionality in this service. -
listSavedQueries(
ListSavedQueriesRequest request) → Future< ListSavedQueriesResponse> - Lists SavedQueries in a Dataset.
-
noSuchMethod(
Invocation invocation) → dynamic -
Invoked when a nonexistent method or property is accessed.
inherited
-
restoreDatasetVersion(
RestoreDatasetVersionRequest request) → Future< Operation< DatasetVersion, RestoreDatasetVersionOperationMetadata> > - Restores a dataset version.
-
searchDataItems(
SearchDataItemsRequest request) → Future< SearchDataItemsResponse> - Searches DataItems in a Dataset.
-
setIamPolicy(
SetIamPolicyRequest request) → Future< Policy> - Sets the access control policy on the specified resource. Replaces any existing policy.
-
testIamPermissions(
TestIamPermissionsRequest request) → Future< TestIamPermissionsResponse> -
Returns permissions that a caller has on the specified resource. If the
resource does not exist, this will return an empty set of
permissions, not a
NOT_FOUNDerror. -
toString(
) → String -
A string representation of this object.
inherited
-
updateDataset(
UpdateDatasetRequest request) → Future< Dataset> - Updates a Dataset.
-
updateDatasetVersion(
UpdateDatasetVersionRequest request) → Future< DatasetVersion> - Updates a DatasetVersion.
-
waitOperation(
WaitOperationRequest request) → Future< Operation< ProtoMessage, ProtoMessage> > -
Provides the
Operationsservice functionality in this service.
Operators
-
operator ==(
Object other) → bool -
The equality operator.
inherited