Interface TensorboardServiceGrpc.AsyncService (3.46.0)

Version 3.46.0

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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
Name	Description
request	BatchCreateTensorboardRunsRequest
responseObserver	io.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
Name	Description
request	BatchCreateTensorboardTimeSeriesRequest
responseObserver	io.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
Name	Description
request	BatchReadTensorboardTimeSeriesDataRequest
responseObserver	io.grpc.stub.StreamObserver<BatchReadTensorboardTimeSeriesDataResponse>

createTensorboard(CreateTensorboardRequest request, StreamObserver<Operation> responseObserver)

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

Creates a Tensorboard.

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

createTensorboardExperiment(CreateTensorboardExperimentRequest request, StreamObserver<TensorboardExperiment> responseObserver)

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

Creates a TensorboardExperiment.

Parameters
Name	Description
request	CreateTensorboardExperimentRequest
responseObserver	io.grpc.stub.StreamObserver<TensorboardExperiment>

createTensorboardRun(CreateTensorboardRunRequest request, StreamObserver<TensorboardRun> responseObserver)

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

Creates a TensorboardRun.

Parameters
Name	Description
request	CreateTensorboardRunRequest
responseObserver	io.grpc.stub.StreamObserver<TensorboardRun>

createTensorboardTimeSeries(CreateTensorboardTimeSeriesRequest request, StreamObserver<TensorboardTimeSeries> responseObserver)

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

Creates a TensorboardTimeSeries.

Parameters
Name	Description
request	CreateTensorboardTimeSeriesRequest
responseObserver	io.grpc.stub.StreamObserver<TensorboardTimeSeries>

deleteTensorboard(DeleteTensorboardRequest request, StreamObserver<Operation> responseObserver)

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

Deletes a Tensorboard.

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

deleteTensorboardExperiment(DeleteTensorboardExperimentRequest request, StreamObserver<Operation> responseObserver)

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

Deletes a TensorboardExperiment.

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

deleteTensorboardRun(DeleteTensorboardRunRequest request, StreamObserver<Operation> responseObserver)

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

Deletes a TensorboardRun.

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

deleteTensorboardTimeSeries(DeleteTensorboardTimeSeriesRequest request, StreamObserver<Operation> responseObserver)

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

Deletes a TensorboardTimeSeries.

Parameters
Name	Description
request	DeleteTensorboardTimeSeriesRequest
responseObserver	io.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
Name	Description
request	ExportTensorboardTimeSeriesDataRequest
responseObserver	io.grpc.stub.StreamObserver<ExportTensorboardTimeSeriesDataResponse>

getTensorboard(GetTensorboardRequest request, StreamObserver<Tensorboard> responseObserver)

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

Gets a Tensorboard.

Parameters
Name	Description
request	GetTensorboardRequest
responseObserver	io.grpc.stub.StreamObserver<Tensorboard>

getTensorboardExperiment(GetTensorboardExperimentRequest request, StreamObserver<TensorboardExperiment> responseObserver)

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

Gets a TensorboardExperiment.

Parameters
Name	Description
request	GetTensorboardExperimentRequest
responseObserver	io.grpc.stub.StreamObserver<TensorboardExperiment>

getTensorboardRun(GetTensorboardRunRequest request, StreamObserver<TensorboardRun> responseObserver)

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

Gets a TensorboardRun.

Parameters
Name	Description
request	GetTensorboardRunRequest
responseObserver	io.grpc.stub.StreamObserver<TensorboardRun>

getTensorboardTimeSeries(GetTensorboardTimeSeriesRequest request, StreamObserver<TensorboardTimeSeries> responseObserver)

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

Gets a TensorboardTimeSeries.

Parameters
Name	Description
request	GetTensorboardTimeSeriesRequest
responseObserver	io.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
Name	Description
request	ListTensorboardExperimentsRequest
responseObserver	io.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
Name	Description
request	ListTensorboardRunsRequest
responseObserver	io.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
Name	Description
request	ListTensorboardTimeSeriesRequest
responseObserver	io.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
Name	Description
request	ListTensorboardsRequest
responseObserver	io.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
Name	Description
request	ReadTensorboardBlobDataRequest
responseObserver	io.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
Name	Description
request	ReadTensorboardSizeRequest
responseObserver	io.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
Name	Description
request	ReadTensorboardTimeSeriesDataRequest
responseObserver	io.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
Name	Description
request	ReadTensorboardUsageRequest
responseObserver	io.grpc.stub.StreamObserver<ReadTensorboardUsageResponse>

updateTensorboard(UpdateTensorboardRequest request, StreamObserver<Operation> responseObserver)

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

Updates a Tensorboard.

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

updateTensorboardExperiment(UpdateTensorboardExperimentRequest request, StreamObserver<TensorboardExperiment> responseObserver)

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

Updates a TensorboardExperiment.

Parameters
Name	Description
request	UpdateTensorboardExperimentRequest
responseObserver	io.grpc.stub.StreamObserver<TensorboardExperiment>

updateTensorboardRun(UpdateTensorboardRunRequest request, StreamObserver<TensorboardRun> responseObserver)

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

Updates a TensorboardRun.

Parameters
Name	Description
request	UpdateTensorboardRunRequest
responseObserver	io.grpc.stub.StreamObserver<TensorboardRun>

updateTensorboardTimeSeries(UpdateTensorboardTimeSeriesRequest request, StreamObserver<TensorboardTimeSeries> responseObserver)

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

Updates a TensorboardTimeSeries.

Parameters
Name	Description
request	UpdateTensorboardTimeSeriesRequest
responseObserver	io.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
Name	Description
request	WriteTensorboardExperimentDataRequest
responseObserver	io.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
Name	Description
request	WriteTensorboardRunDataRequest
responseObserver	io.grpc.stub.StreamObserver<WriteTensorboardRunDataResponse>