Interface TensorboardServiceGrpc.AsyncService (3.40.0)

public static interface TensorboardServiceGrpc.AsyncService

TensorboardService

Methods

batchCreateTensorboardRuns(BatchCreateTensorboardRunsRequest request, StreamObserver<BatchCreateTensorboardRunsResponse> responseObserver)

public default void batchCreateTensorboardRuns(BatchCreateTensorboardRunsRequest request, StreamObserver<BatchCreateTensorboardRunsResponse> responseObserver)

Batch create TensorboardRuns.

Parameters
NameDescription
requestBatchCreateTensorboardRunsRequest
responseObserverio.grpc.stub.StreamObserver<BatchCreateTensorboardRunsResponse>

batchCreateTensorboardTimeSeries(BatchCreateTensorboardTimeSeriesRequest request, StreamObserver<BatchCreateTensorboardTimeSeriesResponse> responseObserver)

public default void batchCreateTensorboardTimeSeries(BatchCreateTensorboardTimeSeriesRequest request, StreamObserver<BatchCreateTensorboardTimeSeriesResponse> responseObserver)

Batch create TensorboardTimeSeries that belong to a TensorboardExperiment.

Parameters
NameDescription
requestBatchCreateTensorboardTimeSeriesRequest
responseObserverio.grpc.stub.StreamObserver<BatchCreateTensorboardTimeSeriesResponse>

batchReadTensorboardTimeSeriesData(BatchReadTensorboardTimeSeriesDataRequest request, StreamObserver<BatchReadTensorboardTimeSeriesDataResponse> responseObserver)

public default void batchReadTensorboardTimeSeriesData(BatchReadTensorboardTimeSeriesDataRequest request, StreamObserver<BatchReadTensorboardTimeSeriesDataResponse> responseObserver)

Reads multiple TensorboardTimeSeries' data. The data point number limit is 1000 for scalars, 100 for tensors and blob references. If the number of data points stored is less than the limit, all data is returned. Otherwise, the number limit of data points is randomly selected from this time series and returned.

Parameters
NameDescription
requestBatchReadTensorboardTimeSeriesDataRequest
responseObserverio.grpc.stub.StreamObserver<BatchReadTensorboardTimeSeriesDataResponse>

createTensorboard(CreateTensorboardRequest request, StreamObserver<Operation> responseObserver)

public default void createTensorboard(CreateTensorboardRequest request, StreamObserver<Operation> responseObserver)

Creates a Tensorboard.

Parameters
NameDescription
requestCreateTensorboardRequest
responseObserverio.grpc.stub.StreamObserver<Operation>

createTensorboardExperiment(CreateTensorboardExperimentRequest request, StreamObserver<TensorboardExperiment> responseObserver)

public default void createTensorboardExperiment(CreateTensorboardExperimentRequest request, StreamObserver<TensorboardExperiment> responseObserver)

Creates a TensorboardExperiment.

Parameters
NameDescription
requestCreateTensorboardExperimentRequest
responseObserverio.grpc.stub.StreamObserver<TensorboardExperiment>

createTensorboardRun(CreateTensorboardRunRequest request, StreamObserver<TensorboardRun> responseObserver)

public default void createTensorboardRun(CreateTensorboardRunRequest request, StreamObserver<TensorboardRun> responseObserver)

Creates a TensorboardRun.

Parameters
NameDescription
requestCreateTensorboardRunRequest
responseObserverio.grpc.stub.StreamObserver<TensorboardRun>

createTensorboardTimeSeries(CreateTensorboardTimeSeriesRequest request, StreamObserver<TensorboardTimeSeries> responseObserver)

public default void createTensorboardTimeSeries(CreateTensorboardTimeSeriesRequest request, StreamObserver<TensorboardTimeSeries> responseObserver)

Creates a TensorboardTimeSeries.

Parameters
NameDescription
requestCreateTensorboardTimeSeriesRequest
responseObserverio.grpc.stub.StreamObserver<TensorboardTimeSeries>

deleteTensorboard(DeleteTensorboardRequest request, StreamObserver<Operation> responseObserver)

public default void deleteTensorboard(DeleteTensorboardRequest request, StreamObserver<Operation> responseObserver)

Deletes a Tensorboard.

Parameters
NameDescription
requestDeleteTensorboardRequest
responseObserverio.grpc.stub.StreamObserver<Operation>

deleteTensorboardExperiment(DeleteTensorboardExperimentRequest request, StreamObserver<Operation> responseObserver)

public default void deleteTensorboardExperiment(DeleteTensorboardExperimentRequest request, StreamObserver<Operation> responseObserver)

Deletes a TensorboardExperiment.

Parameters
NameDescription
requestDeleteTensorboardExperimentRequest
responseObserverio.grpc.stub.StreamObserver<Operation>

deleteTensorboardRun(DeleteTensorboardRunRequest request, StreamObserver<Operation> responseObserver)

public default void deleteTensorboardRun(DeleteTensorboardRunRequest request, StreamObserver<Operation> responseObserver)

Deletes a TensorboardRun.

Parameters
NameDescription
requestDeleteTensorboardRunRequest
responseObserverio.grpc.stub.StreamObserver<Operation>

deleteTensorboardTimeSeries(DeleteTensorboardTimeSeriesRequest request, StreamObserver<Operation> responseObserver)

public default void deleteTensorboardTimeSeries(DeleteTensorboardTimeSeriesRequest request, StreamObserver<Operation> responseObserver)

Deletes a TensorboardTimeSeries.

Parameters
NameDescription
requestDeleteTensorboardTimeSeriesRequest
responseObserverio.grpc.stub.StreamObserver<Operation>

exportTensorboardTimeSeriesData(ExportTensorboardTimeSeriesDataRequest request, StreamObserver<ExportTensorboardTimeSeriesDataResponse> responseObserver)

public default void exportTensorboardTimeSeriesData(ExportTensorboardTimeSeriesDataRequest request, StreamObserver<ExportTensorboardTimeSeriesDataResponse> responseObserver)

Exports a TensorboardTimeSeries' data. Data is returned in paginated responses.

Parameters
NameDescription
requestExportTensorboardTimeSeriesDataRequest
responseObserverio.grpc.stub.StreamObserver<ExportTensorboardTimeSeriesDataResponse>

getTensorboard(GetTensorboardRequest request, StreamObserver<Tensorboard> responseObserver)

public default void getTensorboard(GetTensorboardRequest request, StreamObserver<Tensorboard> responseObserver)

Gets a Tensorboard.

Parameters
NameDescription
requestGetTensorboardRequest
responseObserverio.grpc.stub.StreamObserver<Tensorboard>

getTensorboardExperiment(GetTensorboardExperimentRequest request, StreamObserver<TensorboardExperiment> responseObserver)

public default void getTensorboardExperiment(GetTensorboardExperimentRequest request, StreamObserver<TensorboardExperiment> responseObserver)

Gets a TensorboardExperiment.

Parameters
NameDescription
requestGetTensorboardExperimentRequest
responseObserverio.grpc.stub.StreamObserver<TensorboardExperiment>

getTensorboardRun(GetTensorboardRunRequest request, StreamObserver<TensorboardRun> responseObserver)

public default void getTensorboardRun(GetTensorboardRunRequest request, StreamObserver<TensorboardRun> responseObserver)

Gets a TensorboardRun.

Parameters
NameDescription
requestGetTensorboardRunRequest
responseObserverio.grpc.stub.StreamObserver<TensorboardRun>

getTensorboardTimeSeries(GetTensorboardTimeSeriesRequest request, StreamObserver<TensorboardTimeSeries> responseObserver)

public default void getTensorboardTimeSeries(GetTensorboardTimeSeriesRequest request, StreamObserver<TensorboardTimeSeries> responseObserver)

Gets a TensorboardTimeSeries.

Parameters
NameDescription
requestGetTensorboardTimeSeriesRequest
responseObserverio.grpc.stub.StreamObserver<TensorboardTimeSeries>

listTensorboardExperiments(ListTensorboardExperimentsRequest request, StreamObserver<ListTensorboardExperimentsResponse> responseObserver)

public default void listTensorboardExperiments(ListTensorboardExperimentsRequest request, StreamObserver<ListTensorboardExperimentsResponse> responseObserver)

Lists TensorboardExperiments in a Location.

Parameters
NameDescription
requestListTensorboardExperimentsRequest
responseObserverio.grpc.stub.StreamObserver<ListTensorboardExperimentsResponse>

listTensorboardRuns(ListTensorboardRunsRequest request, StreamObserver<ListTensorboardRunsResponse> responseObserver)

public default void listTensorboardRuns(ListTensorboardRunsRequest request, StreamObserver<ListTensorboardRunsResponse> responseObserver)

Lists TensorboardRuns in a Location.

Parameters
NameDescription
requestListTensorboardRunsRequest
responseObserverio.grpc.stub.StreamObserver<ListTensorboardRunsResponse>

listTensorboardTimeSeries(ListTensorboardTimeSeriesRequest request, StreamObserver<ListTensorboardTimeSeriesResponse> responseObserver)

public default void listTensorboardTimeSeries(ListTensorboardTimeSeriesRequest request, StreamObserver<ListTensorboardTimeSeriesResponse> responseObserver)

Lists TensorboardTimeSeries in a Location.

Parameters
NameDescription
requestListTensorboardTimeSeriesRequest
responseObserverio.grpc.stub.StreamObserver<ListTensorboardTimeSeriesResponse>

listTensorboards(ListTensorboardsRequest request, StreamObserver<ListTensorboardsResponse> responseObserver)

public default void listTensorboards(ListTensorboardsRequest request, StreamObserver<ListTensorboardsResponse> responseObserver)

Lists Tensorboards in a Location.

Parameters
NameDescription
requestListTensorboardsRequest
responseObserverio.grpc.stub.StreamObserver<ListTensorboardsResponse>

readTensorboardBlobData(ReadTensorboardBlobDataRequest request, StreamObserver<ReadTensorboardBlobDataResponse> responseObserver)

public default void readTensorboardBlobData(ReadTensorboardBlobDataRequest request, StreamObserver<ReadTensorboardBlobDataResponse> responseObserver)

Gets bytes of TensorboardBlobs. This is to allow reading blob data stored in consumer project's Cloud Storage bucket without users having to obtain Cloud Storage access permission.

Parameters
NameDescription
requestReadTensorboardBlobDataRequest
responseObserverio.grpc.stub.StreamObserver<ReadTensorboardBlobDataResponse>

readTensorboardSize(ReadTensorboardSizeRequest request, StreamObserver<ReadTensorboardSizeResponse> responseObserver)

public default void readTensorboardSize(ReadTensorboardSizeRequest request, StreamObserver<ReadTensorboardSizeResponse> responseObserver)

Returns the storage size for a given TensorBoard instance.

Parameters
NameDescription
requestReadTensorboardSizeRequest
responseObserverio.grpc.stub.StreamObserver<ReadTensorboardSizeResponse>

readTensorboardTimeSeriesData(ReadTensorboardTimeSeriesDataRequest request, StreamObserver<ReadTensorboardTimeSeriesDataResponse> responseObserver)

public default void readTensorboardTimeSeriesData(ReadTensorboardTimeSeriesDataRequest request, StreamObserver<ReadTensorboardTimeSeriesDataResponse> responseObserver)

Reads a TensorboardTimeSeries' data. By default, if the number of data points stored is less than 1000, all data is returned. Otherwise, 1000 data points is randomly selected from this time series and returned. This value can be changed by changing max_data_points, which can't be greater than 10k.

Parameters
NameDescription
requestReadTensorboardTimeSeriesDataRequest
responseObserverio.grpc.stub.StreamObserver<ReadTensorboardTimeSeriesDataResponse>

readTensorboardUsage(ReadTensorboardUsageRequest request, StreamObserver<ReadTensorboardUsageResponse> responseObserver)

public default void readTensorboardUsage(ReadTensorboardUsageRequest request, StreamObserver<ReadTensorboardUsageResponse> responseObserver)

Returns a list of monthly active users for a given TensorBoard instance.

Parameters
NameDescription
requestReadTensorboardUsageRequest
responseObserverio.grpc.stub.StreamObserver<ReadTensorboardUsageResponse>

updateTensorboard(UpdateTensorboardRequest request, StreamObserver<Operation> responseObserver)

public default void updateTensorboard(UpdateTensorboardRequest request, StreamObserver<Operation> responseObserver)

Updates a Tensorboard.

Parameters
NameDescription
requestUpdateTensorboardRequest
responseObserverio.grpc.stub.StreamObserver<Operation>

updateTensorboardExperiment(UpdateTensorboardExperimentRequest request, StreamObserver<TensorboardExperiment> responseObserver)

public default void updateTensorboardExperiment(UpdateTensorboardExperimentRequest request, StreamObserver<TensorboardExperiment> responseObserver)

Updates a TensorboardExperiment.

Parameters
NameDescription
requestUpdateTensorboardExperimentRequest
responseObserverio.grpc.stub.StreamObserver<TensorboardExperiment>

updateTensorboardRun(UpdateTensorboardRunRequest request, StreamObserver<TensorboardRun> responseObserver)

public default void updateTensorboardRun(UpdateTensorboardRunRequest request, StreamObserver<TensorboardRun> responseObserver)

Updates a TensorboardRun.

Parameters
NameDescription
requestUpdateTensorboardRunRequest
responseObserverio.grpc.stub.StreamObserver<TensorboardRun>

updateTensorboardTimeSeries(UpdateTensorboardTimeSeriesRequest request, StreamObserver<TensorboardTimeSeries> responseObserver)

public default void updateTensorboardTimeSeries(UpdateTensorboardTimeSeriesRequest request, StreamObserver<TensorboardTimeSeries> responseObserver)

Updates a TensorboardTimeSeries.

Parameters
NameDescription
requestUpdateTensorboardTimeSeriesRequest
responseObserverio.grpc.stub.StreamObserver<TensorboardTimeSeries>

writeTensorboardExperimentData(WriteTensorboardExperimentDataRequest request, StreamObserver<WriteTensorboardExperimentDataResponse> responseObserver)

public default void writeTensorboardExperimentData(WriteTensorboardExperimentDataRequest request, StreamObserver<WriteTensorboardExperimentDataResponse> responseObserver)

Write time series data points of multiple TensorboardTimeSeries in multiple TensorboardRun's. If any data fail to be ingested, an error is returned.

Parameters
NameDescription
requestWriteTensorboardExperimentDataRequest
responseObserverio.grpc.stub.StreamObserver<WriteTensorboardExperimentDataResponse>

writeTensorboardRunData(WriteTensorboardRunDataRequest request, StreamObserver<WriteTensorboardRunDataResponse> responseObserver)

public default void writeTensorboardRunData(WriteTensorboardRunDataRequest request, StreamObserver<WriteTensorboardRunDataResponse> responseObserver)

Write time series data points into multiple TensorboardTimeSeries under a TensorboardRun. If any data fail to be ingested, an error is returned.

Parameters
NameDescription
requestWriteTensorboardRunDataRequest
responseObserverio.grpc.stub.StreamObserver<WriteTensorboardRunDataResponse>