Interface DataLabelingServiceGrpc.AsyncService (0.165.0)

public static interface DataLabelingServiceGrpc.AsyncService

Service for the AI Platform Data Labeling API.

Methods

createAnnotationSpecSet(CreateAnnotationSpecSetRequest request, StreamObserver<AnnotationSpecSet> responseObserver)

public default void createAnnotationSpecSet(CreateAnnotationSpecSetRequest request, StreamObserver<AnnotationSpecSet> responseObserver)

Creates an annotation spec set by providing a set of labels.

Parameters
Name	Description
`request`	`CreateAnnotationSpecSetRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<AnnotationSpecSet>`

createDataset(CreateDatasetRequest request, StreamObserver<Dataset> responseObserver)

public default void createDataset(CreateDatasetRequest request, StreamObserver<Dataset> responseObserver)

Creates dataset. If success return a Dataset resource.

Parameters
Name	Description
`request`	`CreateDatasetRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Dataset>`

createEvaluationJob(CreateEvaluationJobRequest request, StreamObserver<EvaluationJob> responseObserver)

public default void createEvaluationJob(CreateEvaluationJobRequest request, StreamObserver<EvaluationJob> responseObserver)

Creates an evaluation job.

Parameters
Name	Description
`request`	`CreateEvaluationJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<EvaluationJob>`

createInstruction(CreateInstructionRequest request, StreamObserver<Operation> responseObserver)

public default void createInstruction(CreateInstructionRequest request, StreamObserver<Operation> responseObserver)

Creates an instruction for how data should be labeled.

Parameters
Name	Description
`request`	`CreateInstructionRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

deleteAnnotatedDataset(DeleteAnnotatedDatasetRequest request, StreamObserver<Empty> responseObserver)

public default void deleteAnnotatedDataset(DeleteAnnotatedDatasetRequest request, StreamObserver<Empty> responseObserver)

Deletes an annotated dataset by resource name.

Parameters
Name	Description
`request`	`DeleteAnnotatedDatasetRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

deleteAnnotationSpecSet(DeleteAnnotationSpecSetRequest request, StreamObserver<Empty> responseObserver)

public default void deleteAnnotationSpecSet(DeleteAnnotationSpecSetRequest request, StreamObserver<Empty> responseObserver)

Deletes an annotation spec set by resource name.

Parameters
Name	Description
`request`	`DeleteAnnotationSpecSetRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

deleteDataset(DeleteDatasetRequest request, StreamObserver<Empty> responseObserver)

public default void deleteDataset(DeleteDatasetRequest request, StreamObserver<Empty> responseObserver)

Deletes a dataset by resource name.

Parameters
Name	Description
`request`	`DeleteDatasetRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

deleteEvaluationJob(DeleteEvaluationJobRequest request, StreamObserver<Empty> responseObserver)

public default void deleteEvaluationJob(DeleteEvaluationJobRequest request, StreamObserver<Empty> responseObserver)

Stops and deletes an evaluation job.

Parameters
Name	Description
`request`	`DeleteEvaluationJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

deleteInstruction(DeleteInstructionRequest request, StreamObserver<Empty> responseObserver)

public default void deleteInstruction(DeleteInstructionRequest request, StreamObserver<Empty> responseObserver)

Deletes an instruction object by resource name.

Parameters
Name	Description
`request`	`DeleteInstructionRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

exportData(ExportDataRequest request, StreamObserver<Operation> responseObserver)

public default void exportData(ExportDataRequest request, StreamObserver<Operation> responseObserver)

Exports data and annotations from dataset.

Parameters
Name	Description
`request`	`ExportDataRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

getAnnotatedDataset(GetAnnotatedDatasetRequest request, StreamObserver<AnnotatedDataset> responseObserver)

public default void getAnnotatedDataset(GetAnnotatedDatasetRequest request, StreamObserver<AnnotatedDataset> responseObserver)

Gets an annotated dataset by resource name.

Parameters
Name	Description
`request`	`GetAnnotatedDatasetRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<AnnotatedDataset>`

getAnnotationSpecSet(GetAnnotationSpecSetRequest request, StreamObserver<AnnotationSpecSet> responseObserver)

public default void getAnnotationSpecSet(GetAnnotationSpecSetRequest request, StreamObserver<AnnotationSpecSet> responseObserver)

Gets an annotation spec set by resource name.

Parameters
Name	Description
`request`	`GetAnnotationSpecSetRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<AnnotationSpecSet>`

getDataItem(GetDataItemRequest request, StreamObserver<DataItem> responseObserver)

public default void getDataItem(GetDataItemRequest request, StreamObserver<DataItem> responseObserver)

Gets a data item in a dataset by resource name. This API can be called after data are imported into dataset.

Parameters
Name	Description
`request`	`GetDataItemRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<DataItem>`

getDataset(GetDatasetRequest request, StreamObserver<Dataset> responseObserver)

public default void getDataset(GetDatasetRequest request, StreamObserver<Dataset> responseObserver)

Gets dataset by resource name.

Parameters
Name	Description
`request`	`GetDatasetRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Dataset>`

getEvaluation(GetEvaluationRequest request, StreamObserver<Evaluation> responseObserver)

public default void getEvaluation(GetEvaluationRequest request, StreamObserver<Evaluation> responseObserver)

Gets an evaluation by resource name (to search, use projects.evaluations.search).

Parameters
Name	Description
`request`	`GetEvaluationRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Evaluation>`

getEvaluationJob(GetEvaluationJobRequest request, StreamObserver<EvaluationJob> responseObserver)

public default void getEvaluationJob(GetEvaluationJobRequest request, StreamObserver<EvaluationJob> responseObserver)

Gets an evaluation job by resource name.

Parameters
Name	Description
`request`	`GetEvaluationJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<EvaluationJob>`

getExample(GetExampleRequest request, StreamObserver<Example> responseObserver)

public default void getExample(GetExampleRequest request, StreamObserver<Example> responseObserver)

Gets an example by resource name, including both data and annotation.

Parameters
Name	Description
`request`	`GetExampleRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Example>`

getInstruction(GetInstructionRequest request, StreamObserver<Instruction> responseObserver)

public default void getInstruction(GetInstructionRequest request, StreamObserver<Instruction> responseObserver)

Gets an instruction by resource name.

Parameters
Name	Description
`request`	`GetInstructionRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Instruction>`

importData(ImportDataRequest request, StreamObserver<Operation> responseObserver)

public default void importData(ImportDataRequest request, StreamObserver<Operation> responseObserver)

Imports data into dataset based on source locations defined in request. It can be called multiple times for the same dataset. Each dataset can only have one long running operation running on it. For example, no labeling task (also long running operation) can be started while importing is still ongoing. Vice versa.

Parameters
Name	Description
`request`	`ImportDataRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

labelImage(LabelImageRequest request, StreamObserver<Operation> responseObserver)

public default void labelImage(LabelImageRequest request, StreamObserver<Operation> responseObserver)

Starts a labeling task for image. The type of image labeling task is configured by feature in the request.

Parameters
Name	Description
`request`	`LabelImageRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

labelText(LabelTextRequest request, StreamObserver<Operation> responseObserver)

public default void labelText(LabelTextRequest request, StreamObserver<Operation> responseObserver)

Starts a labeling task for text. The type of text labeling task is configured by feature in the request.

Parameters
Name	Description
`request`	`LabelTextRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

labelVideo(LabelVideoRequest request, StreamObserver<Operation> responseObserver)

public default void labelVideo(LabelVideoRequest request, StreamObserver<Operation> responseObserver)

Starts a labeling task for video. The type of video labeling task is configured by feature in the request.

Parameters
Name	Description
`request`	`LabelVideoRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Operation>`

listAnnotatedDatasets(ListAnnotatedDatasetsRequest request, StreamObserver<ListAnnotatedDatasetsResponse> responseObserver)

public default void listAnnotatedDatasets(ListAnnotatedDatasetsRequest request, StreamObserver<ListAnnotatedDatasetsResponse> responseObserver)

Lists annotated datasets for a dataset. Pagination is supported.

Parameters
Name	Description
`request`	`ListAnnotatedDatasetsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListAnnotatedDatasetsResponse>`

listAnnotationSpecSets(ListAnnotationSpecSetsRequest request, StreamObserver<ListAnnotationSpecSetsResponse> responseObserver)

public default void listAnnotationSpecSets(ListAnnotationSpecSetsRequest request, StreamObserver<ListAnnotationSpecSetsResponse> responseObserver)

Lists annotation spec sets for a project. Pagination is supported.

Parameters
Name	Description
`request`	`ListAnnotationSpecSetsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListAnnotationSpecSetsResponse>`

listDataItems(ListDataItemsRequest request, StreamObserver<ListDataItemsResponse> responseObserver)

public default void listDataItems(ListDataItemsRequest request, StreamObserver<ListDataItemsResponse> responseObserver)

Lists data items in a dataset. This API can be called after data are imported into dataset. Pagination is supported.

Parameters
Name	Description
`request`	`ListDataItemsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListDataItemsResponse>`

listDatasets(ListDatasetsRequest request, StreamObserver<ListDatasetsResponse> responseObserver)

public default void listDatasets(ListDatasetsRequest request, StreamObserver<ListDatasetsResponse> responseObserver)

Lists datasets under a project. Pagination is supported.

Parameters
Name	Description
`request`	`ListDatasetsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListDatasetsResponse>`

listEvaluationJobs(ListEvaluationJobsRequest request, StreamObserver<ListEvaluationJobsResponse> responseObserver)

public default void listEvaluationJobs(ListEvaluationJobsRequest request, StreamObserver<ListEvaluationJobsResponse> responseObserver)

Lists all evaluation jobs within a project with possible filters. Pagination is supported.

Parameters
Name	Description
`request`	`ListEvaluationJobsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListEvaluationJobsResponse>`

listExamples(ListExamplesRequest request, StreamObserver<ListExamplesResponse> responseObserver)

public default void listExamples(ListExamplesRequest request, StreamObserver<ListExamplesResponse> responseObserver)

Lists examples in an annotated dataset. Pagination is supported.

Parameters
Name	Description
`request`	`ListExamplesRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListExamplesResponse>`

listInstructions(ListInstructionsRequest request, StreamObserver<ListInstructionsResponse> responseObserver)

public default void listInstructions(ListInstructionsRequest request, StreamObserver<ListInstructionsResponse> responseObserver)

Lists instructions for a project. Pagination is supported.

Parameters
Name	Description
`request`	`ListInstructionsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<ListInstructionsResponse>`

pauseEvaluationJob(PauseEvaluationJobRequest request, StreamObserver<Empty> responseObserver)

public default void pauseEvaluationJob(PauseEvaluationJobRequest request, StreamObserver<Empty> responseObserver)

Pauses an evaluation job. Pausing an evaluation job that is already in a PAUSED state is a no-op.

Parameters
Name	Description
`request`	`PauseEvaluationJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

resumeEvaluationJob(ResumeEvaluationJobRequest request, StreamObserver<Empty> responseObserver)

public default void resumeEvaluationJob(ResumeEvaluationJobRequest request, StreamObserver<Empty> responseObserver)

Resumes a paused evaluation job. A deleted evaluation job can't be resumed. Resuming a running or scheduled evaluation job is a no-op.

Parameters
Name	Description
`request`	`ResumeEvaluationJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<Empty>`

searchEvaluations(SearchEvaluationsRequest request, StreamObserver<SearchEvaluationsResponse> responseObserver)

public default void searchEvaluations(SearchEvaluationsRequest request, StreamObserver<SearchEvaluationsResponse> responseObserver)

Searches evaluations within a project.

Parameters
Name	Description
`request`	`SearchEvaluationsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<SearchEvaluationsResponse>`

searchExampleComparisons(SearchExampleComparisonsRequest request, StreamObserver<SearchExampleComparisonsResponse> responseObserver)

public default void searchExampleComparisons(SearchExampleComparisonsRequest request, StreamObserver<SearchExampleComparisonsResponse> responseObserver)

Searches example comparisons from an evaluation. The return format is a list of example comparisons that show ground truth and prediction(s) for a single input. Search by providing an evaluation ID.

Parameters
Name	Description
`request`	`SearchExampleComparisonsRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<SearchExampleComparisonsResponse>`

updateEvaluationJob(UpdateEvaluationJobRequest request, StreamObserver<EvaluationJob> responseObserver)

public default void updateEvaluationJob(UpdateEvaluationJobRequest request, StreamObserver<EvaluationJob> responseObserver)

Updates an evaluation job. You can only update certain fields of the job's EvaluationJobConfig: humanAnnotationConfig.instruction, exampleCount, and exampleSamplePercentage. If you want to change any other aspect of the evaluation job, you must delete the job and create a new one.

Parameters
Name	Description
`request`	`UpdateEvaluationJobRequest`
`responseObserver`	`io.grpc.stub.StreamObserver<EvaluationJob>`