Class: Google::Cloud::AIPlatform::V1::TensorboardService::Client

Inherits:
Object
  • Object
show all
Includes:
Paths
Defined in:
lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb

Overview

Client for the TensorboardService service.

TensorboardService

Defined Under Namespace

Classes: Configuration

Instance Attribute Summary collapse

Class Method Summary collapse

Instance Method Summary collapse

Methods included from Paths

#location_path, #tensorboard_experiment_path, #tensorboard_path, #tensorboard_run_path, #tensorboard_time_series_path

Constructor Details

#initialize {|config| ... } ⇒ Client

Create a new TensorboardService client object.

Examples:


# Create a client using the default configuration
client = ::Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a client using a custom configuration
client = ::Google::Cloud::AIPlatform::V1::TensorboardService::Client.new do |config|
  config.timeout = 10.0
end

Yields:

  • (config) —

    Configure the TensorboardService client.

Yield Parameters:



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 126

def initialize
  # These require statements are intentionally placed here to initialize
  # the gRPC module only when it's required.
  # See https://github.com/googleapis/toolkit/issues/446
  require "gapic/grpc"
  require "google/cloud/aiplatform/v1/tensorboard_service_services_pb"

  # Create the configuration object
  @config = Configuration.new Client.configure

  # Yield the configuration if needed
  yield @config if block_given?

  # Create credentials
  credentials = @config.credentials
  # Use self-signed JWT if the endpoint is unchanged from default,
  # but only if the default endpoint does not have a region prefix.
  enable_self_signed_jwt = @config.endpoint.nil? ||
                           (@config.endpoint == Configuration::DEFAULT_ENDPOINT &&
                           !@config.endpoint.split(".").first.include?("-"))
  credentials ||= Credentials.default scope: @config.scope,
                                      enable_self_signed_jwt: enable_self_signed_jwt
  if credentials.is_a?(::String) || credentials.is_a?(::Hash)
    credentials = Credentials.new credentials, scope: @config.scope
  end
  @quota_project_id = @config.quota_project
  @quota_project_id ||= credentials.quota_project_id if credentials.respond_to? :quota_project_id

  @operations_client = Operations.new do |config|
    config.credentials = credentials
    config.quota_project = @quota_project_id
    config.endpoint = @config.endpoint
    config.universe_domain = @config.universe_domain
  end

  @tensorboard_service_stub = ::Gapic::ServiceStub.new(
    ::Google::Cloud::AIPlatform::V1::TensorboardService::Stub,
    credentials: credentials,
    endpoint: @config.endpoint,
    endpoint_template: DEFAULT_ENDPOINT_TEMPLATE,
    universe_domain: @config.universe_domain,
    channel_args: @config.channel_args,
    interceptors: @config.interceptors,
    channel_pool_config: @config.channel_pool
  )

  @location_client = Google::Cloud::Location::Locations::Client.new do |config|
    config.credentials = credentials
    config.quota_project = @quota_project_id
    config.endpoint = @tensorboard_service_stub.endpoint
    config.universe_domain = @tensorboard_service_stub.universe_domain
  end

  @iam_policy_client = Google::Iam::V1::IAMPolicy::Client.new do |config|
    config.credentials = credentials
    config.quota_project = @quota_project_id
    config.endpoint = @tensorboard_service_stub.endpoint
    config.universe_domain = @tensorboard_service_stub.universe_domain
  end
end

Instance Attribute Details

#iam_policy_client ⇒ Google::Iam::V1::IAMPolicy::Client (readonly)

Get the associated client for mix-in of the IAMPolicy.

Returns:

  • (Google::Iam::V1::IAMPolicy::Client) 


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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 206

def iam_policy_client
  @iam_policy_client
end

#location_client ⇒ Google::Cloud::Location::Locations::Client (readonly)

Get the associated client for mix-in of the Locations.

Returns:

  • (Google::Cloud::Location::Locations::Client) 


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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 199

def location_client
  @location_client
end

#operations_client ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardService::Operations (readonly)

Get the associated client for long-running operations.

Returns:



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 192

def operations_client
  @operations_client
end

Class Method Details

.configure {|config| ... } ⇒ Client::Configuration

Configure the TensorboardService Client class.

See Configuration for a description of the configuration fields.

Examples:


# Modify the configuration for all TensorboardService clients
::Google::Cloud::AIPlatform::V1::TensorboardService::Client.configure do |config|
  config.timeout = 10.0
end

Yields:

  • (config) —

    Configure the Client client.

Yield Parameters:

Returns:



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 64

def self.configure
  @configure ||= begin
    namespace = ["Google", "Cloud", "AIPlatform", "V1"]
    parent_config = while namespace.any?
                      parent_name = namespace.join "::"
                      parent_const = const_get parent_name
                      break parent_const.configure if parent_const.respond_to? :configure
                      namespace.pop
                    end
    default_config = Client::Configuration.new parent_config

    default_config
  end
  yield @configure if block_given?
  @configure
end

Instance Method Details

#batch_create_tensorboard_runs(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchCreateTensorboardRunsResponse #batch_create_tensorboard_runs(parent: nil, requests: nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchCreateTensorboardRunsResponse

Batch create TensorboardRuns.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::BatchCreateTensorboardRunsRequest.new

# Call the batch_create_tensorboard_runs method.
result = client.batch_create_tensorboard_runs request

# The returned object is of type Google::Cloud::AIPlatform::V1::BatchCreateTensorboardRunsResponse.
p result

Overloads:

  • #batch_create_tensorboard_runs(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchCreateTensorboardRunsResponse

    Pass arguments to batch_create_tensorboard_runs via a request object, either of type BatchCreateTensorboardRunsRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::BatchCreateTensorboardRunsRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #batch_create_tensorboard_runs(parent: nil, requests: nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchCreateTensorboardRunsResponse

    Pass arguments to batch_create_tensorboard_runs via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • parent (::String) (defaults to: nil) —

      Required. The resource name of the TensorboardExperiment to create the TensorboardRuns in. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment} The parent field in the CreateTensorboardRunRequest messages must match this field.

    • requests (::Array<::Google::Cloud::AIPlatform::V1::CreateTensorboardRunRequest, ::Hash>) (defaults to: nil) —

      Required. The request message specifying the TensorboardRuns to create. A maximum of 1000 TensorboardRuns can be created in a batch.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 1516

def batch_create_tensorboard_runs request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::BatchCreateTensorboardRunsRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.batch_create_tensorboard_runs.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.batch_create_tensorboard_runs.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.batch_create_tensorboard_runs.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :batch_create_tensorboard_runs, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#batch_create_tensorboard_time_series(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchCreateTensorboardTimeSeriesResponse #batch_create_tensorboard_time_series(parent: nil, requests: nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchCreateTensorboardTimeSeriesResponse

Batch create TensorboardTimeSeries that belong to a TensorboardExperiment.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::BatchCreateTensorboardTimeSeriesRequest.new

# Call the batch_create_tensorboard_time_series method.
result = client.batch_create_tensorboard_time_series request

# The returned object is of type Google::Cloud::AIPlatform::V1::BatchCreateTensorboardTimeSeriesResponse.
p result

Overloads:

  • #batch_create_tensorboard_time_series(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchCreateTensorboardTimeSeriesResponse

    Pass arguments to batch_create_tensorboard_time_series via a request object, either of type BatchCreateTensorboardTimeSeriesRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::BatchCreateTensorboardTimeSeriesRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #batch_create_tensorboard_time_series(parent: nil, requests: nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchCreateTensorboardTimeSeriesResponse

    Pass arguments to batch_create_tensorboard_time_series via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • parent (::String) (defaults to: nil) —

      Required. The resource name of the TensorboardExperiment to create the TensorboardTimeSeries in. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment} The TensorboardRuns referenced by the parent fields in the CreateTensorboardTimeSeriesRequest messages must be sub resources of this TensorboardExperiment.

    • requests (::Array<::Google::Cloud::AIPlatform::V1::CreateTensorboardTimeSeriesRequest, ::Hash>) (defaults to: nil) —

      Required. The request message specifying the TensorboardTimeSeries to create. A maximum of 1000 TensorboardTimeSeries can be created in a batch.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 2002

def batch_create_tensorboard_time_series request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::BatchCreateTensorboardTimeSeriesRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.batch_create_tensorboard_time_series.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.batch_create_tensorboard_time_series.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.batch_create_tensorboard_time_series.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :batch_create_tensorboard_time_series, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#batch_read_tensorboard_time_series_data(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchReadTensorboardTimeSeriesDataResponse #batch_read_tensorboard_time_series_data(tensorboard: nil, time_series: nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchReadTensorboardTimeSeriesDataResponse

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.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::BatchReadTensorboardTimeSeriesDataRequest.new

# Call the batch_read_tensorboard_time_series_data method.
result = client.batch_read_tensorboard_time_series_data request

# The returned object is of type Google::Cloud::AIPlatform::V1::BatchReadTensorboardTimeSeriesDataResponse.
p result

Overloads:

  • #batch_read_tensorboard_time_series_data(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchReadTensorboardTimeSeriesDataResponse

    Pass arguments to batch_read_tensorboard_time_series_data via a request object, either of type BatchReadTensorboardTimeSeriesDataRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::BatchReadTensorboardTimeSeriesDataRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #batch_read_tensorboard_time_series_data(tensorboard: nil, time_series: nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchReadTensorboardTimeSeriesDataResponse

    Pass arguments to batch_read_tensorboard_time_series_data via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • tensorboard (::String) (defaults to: nil) —

      Required. The resource name of the Tensorboard containing TensorboardTimeSeries to read data from. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}. The TensorboardTimeSeries referenced by time_series must be sub resources of this Tensorboard.

    • time_series (::Array<::String>) (defaults to: nil) —

      Required. The resource names of the TensorboardTimeSeries to read data from. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 2589

def batch_read_tensorboard_time_series_data request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::BatchReadTensorboardTimeSeriesDataRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.batch_read_tensorboard_time_series_data.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.tensorboard
    header_params["tensorboard"] = request.tensorboard
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.batch_read_tensorboard_time_series_data.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.batch_read_tensorboard_time_series_data.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :batch_read_tensorboard_time_series_data, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#configure {|config| ... } ⇒ Client::Configuration

Configure the TensorboardService Client instance.

The configuration is set to the derived mode, meaning that values can be changed, but structural changes (adding new fields, etc.) are not allowed. Structural changes should be made on configure.

See Configuration for a description of the configuration fields.

Yields:

  • (config) —

    Configure the Client client.

Yield Parameters:

Returns:



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 96

def configure
  yield @config if block_given?
  @config
end

#create_tensorboard(request, options = nil) ⇒ ::Gapic::Operation #create_tensorboard(parent: nil, tensorboard: nil) ⇒ ::Gapic::Operation

Creates a Tensorboard.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::CreateTensorboardRequest.new

# Call the create_tensorboard method.
result = client.create_tensorboard request

# The returned object is of type Gapic::Operation. You can use it to
# check the status of an operation, cancel it, or wait for results.
# Here is how to wait for a response.
result.wait_until_done! timeout: 60
if result.response?
  p result.response
else
  puts "No response received."
end

Overloads:

  • #create_tensorboard(request, options = nil) ⇒ ::Gapic::Operation

    Pass arguments to create_tensorboard via a request object, either of type CreateTensorboardRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::CreateTensorboardRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #create_tensorboard(parent: nil, tensorboard: nil) ⇒ ::Gapic::Operation

    Pass arguments to create_tensorboard via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • parent (::String) (defaults to: nil) —

      Required. The resource name of the Location to create the Tensorboard in. Format: projects/{project}/locations/{location}

    • tensorboard (::Google::Cloud::AIPlatform::V1::Tensorboard, ::Hash) (defaults to: nil) —

      Required. The Tensorboard to create.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 264

def create_tensorboard request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreateTensorboardRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.create_tensorboard.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.create_tensorboard.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.create_tensorboard.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :create_tensorboard, request, options: options do |response, operation|
    response = ::Gapic::Operation.new response, @operations_client, options: options
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#create_tensorboard_experiment(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardExperiment #create_tensorboard_experiment(parent: nil, tensorboard_experiment: nil, tensorboard_experiment_id: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardExperiment

Creates a TensorboardExperiment.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::CreateTensorboardExperimentRequest.new

# Call the create_tensorboard_experiment method.
result = client.create_tensorboard_experiment request

# The returned object is of type Google::Cloud::AIPlatform::V1::TensorboardExperiment.
p result

Overloads:

  • #create_tensorboard_experiment(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardExperiment

    Pass arguments to create_tensorboard_experiment via a request object, either of type CreateTensorboardExperimentRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::CreateTensorboardExperimentRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #create_tensorboard_experiment(parent: nil, tensorboard_experiment: nil, tensorboard_experiment_id: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardExperiment

    Pass arguments to create_tensorboard_experiment via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • parent (::String) (defaults to: nil) —

      Required. The resource name of the Tensorboard to create the TensorboardExperiment in. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}

    • tensorboard_experiment (::Google::Cloud::AIPlatform::V1::TensorboardExperiment, ::Hash) (defaults to: nil) —

      The TensorboardExperiment to create.

    • tensorboard_experiment_id (::String) (defaults to: nil) —

      Required. The ID to use for the Tensorboard experiment, which becomes the final component of the Tensorboard experiment's resource name.

      This value should be 1-128 characters, and valid characters are /[a-z][0-9]-/.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 936

def create_tensorboard_experiment request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreateTensorboardExperimentRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.create_tensorboard_experiment.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.create_tensorboard_experiment.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.create_tensorboard_experiment.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :create_tensorboard_experiment, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#create_tensorboard_run(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardRun #create_tensorboard_run(parent: nil, tensorboard_run: nil, tensorboard_run_id: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardRun

Creates a TensorboardRun.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::CreateTensorboardRunRequest.new

# Call the create_tensorboard_run method.
result = client.create_tensorboard_run request

# The returned object is of type Google::Cloud::AIPlatform::V1::TensorboardRun.
p result

Overloads:

  • #create_tensorboard_run(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardRun

    Pass arguments to create_tensorboard_run via a request object, either of type CreateTensorboardRunRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::CreateTensorboardRunRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #create_tensorboard_run(parent: nil, tensorboard_run: nil, tensorboard_run_id: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardRun

    Pass arguments to create_tensorboard_run via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • parent (::String) (defaults to: nil) —

      Required. The resource name of the TensorboardExperiment to create the TensorboardRun in. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}

    • tensorboard_run (::Google::Cloud::AIPlatform::V1::TensorboardRun, ::Hash) (defaults to: nil) —

      Required. The TensorboardRun to create.

    • tensorboard_run_id (::String) (defaults to: nil) —

      Required. The ID to use for the Tensorboard run, which becomes the final component of the Tensorboard run's resource name.

      This value should be 1-128 characters, and valid characters are /[a-z][0-9]-/.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 1423

def create_tensorboard_run request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreateTensorboardRunRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.create_tensorboard_run.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.create_tensorboard_run.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.create_tensorboard_run.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :create_tensorboard_run, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#create_tensorboard_time_series(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries #create_tensorboard_time_series(parent: nil, tensorboard_time_series_id: nil, tensorboard_time_series: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries

Creates a TensorboardTimeSeries.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::CreateTensorboardTimeSeriesRequest.new

# Call the create_tensorboard_time_series method.
result = client.create_tensorboard_time_series request

# The returned object is of type Google::Cloud::AIPlatform::V1::TensorboardTimeSeries.
p result

Overloads:

  • #create_tensorboard_time_series(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries

    Pass arguments to create_tensorboard_time_series via a request object, either of type CreateTensorboardTimeSeriesRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::CreateTensorboardTimeSeriesRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #create_tensorboard_time_series(parent: nil, tensorboard_time_series_id: nil, tensorboard_time_series: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries

    Pass arguments to create_tensorboard_time_series via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • parent (::String) (defaults to: nil) —

      Required. The resource name of the TensorboardRun to create the TensorboardTimeSeries in. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}

    • tensorboard_time_series_id (::String) (defaults to: nil) —

      Optional. The user specified unique ID to use for the TensorboardTimeSeries, which becomes the final component of the TensorboardTimeSeries's resource name. This value should match "[a-z0-9][a-z0-9-]{0, 127}"

    • tensorboard_time_series (::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries, ::Hash) (defaults to: nil) —

      Required. The TensorboardTimeSeries to create.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 2098

def create_tensorboard_time_series request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreateTensorboardTimeSeriesRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.create_tensorboard_time_series.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.create_tensorboard_time_series.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.create_tensorboard_time_series.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :create_tensorboard_time_series, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#delete_tensorboard(request, options = nil) ⇒ ::Gapic::Operation #delete_tensorboard(name: nil) ⇒ ::Gapic::Operation

Deletes a Tensorboard.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::DeleteTensorboardRequest.new

# Call the delete_tensorboard method.
result = client.delete_tensorboard request

# The returned object is of type Gapic::Operation. You can use it to
# check the status of an operation, cancel it, or wait for results.
# Here is how to wait for a response.
result.wait_until_done! timeout: 60
if result.response?
  p result.response
else
  puts "No response received."
end

Overloads:

  • #delete_tensorboard(request, options = nil) ⇒ ::Gapic::Operation

    Pass arguments to delete_tensorboard via a request object, either of type DeleteTensorboardRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::DeleteTensorboardRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #delete_tensorboard(name: nil) ⇒ ::Gapic::Operation

    Pass arguments to delete_tensorboard via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • name (::String) (defaults to: nil) —

      Required. The name of the Tensorboard to be deleted. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 663

def delete_tensorboard request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeleteTensorboardRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.delete_tensorboard.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.name
    header_params["name"] = request.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.delete_tensorboard.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.delete_tensorboard.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :delete_tensorboard, request, options: options do |response, operation|
    response = ::Gapic::Operation.new response, @operations_client, options: options
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#delete_tensorboard_experiment(request, options = nil) ⇒ ::Gapic::Operation #delete_tensorboard_experiment(name: nil) ⇒ ::Gapic::Operation

Deletes a TensorboardExperiment.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::DeleteTensorboardExperimentRequest.new

# Call the delete_tensorboard_experiment method.
result = client.delete_tensorboard_experiment request

# The returned object is of type Gapic::Operation. You can use it to
# check the status of an operation, cancel it, or wait for results.
# Here is how to wait for a response.
result.wait_until_done! timeout: 60
if result.response?
  p result.response
else
  puts "No response received."
end

Overloads:

  • #delete_tensorboard_experiment(request, options = nil) ⇒ ::Gapic::Operation

    Pass arguments to delete_tensorboard_experiment via a request object, either of type DeleteTensorboardExperimentRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::DeleteTensorboardExperimentRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #delete_tensorboard_experiment(name: nil) ⇒ ::Gapic::Operation

    Pass arguments to delete_tensorboard_experiment via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • name (::String) (defaults to: nil) —

      Required. The name of the TensorboardExperiment to be deleted. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 1326

def delete_tensorboard_experiment request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeleteTensorboardExperimentRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.delete_tensorboard_experiment.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.name
    header_params["name"] = request.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.delete_tensorboard_experiment.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.delete_tensorboard_experiment.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :delete_tensorboard_experiment, request, options: options do |response, operation|
    response = ::Gapic::Operation.new response, @operations_client, options: options
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#delete_tensorboard_run(request, options = nil) ⇒ ::Gapic::Operation #delete_tensorboard_run(name: nil) ⇒ ::Gapic::Operation

Deletes a TensorboardRun.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::DeleteTensorboardRunRequest.new

# Call the delete_tensorboard_run method.
result = client.delete_tensorboard_run request

# The returned object is of type Gapic::Operation. You can use it to
# check the status of an operation, cancel it, or wait for results.
# Here is how to wait for a response.
result.wait_until_done! timeout: 60
if result.response?
  p result.response
else
  puts "No response received."
end

Overloads:

  • #delete_tensorboard_run(request, options = nil) ⇒ ::Gapic::Operation

    Pass arguments to delete_tensorboard_run via a request object, either of type DeleteTensorboardRunRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::DeleteTensorboardRunRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #delete_tensorboard_run(name: nil) ⇒ ::Gapic::Operation

    Pass arguments to delete_tensorboard_run via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • name (::String) (defaults to: nil) —

      Required. The name of the TensorboardRun to be deleted. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 1906

def delete_tensorboard_run request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeleteTensorboardRunRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.delete_tensorboard_run.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.name
    header_params["name"] = request.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.delete_tensorboard_run.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.delete_tensorboard_run.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :delete_tensorboard_run, request, options: options do |response, operation|
    response = ::Gapic::Operation.new response, @operations_client, options: options
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#delete_tensorboard_time_series(request, options = nil) ⇒ ::Gapic::Operation #delete_tensorboard_time_series(name: nil) ⇒ ::Gapic::Operation

Deletes a TensorboardTimeSeries.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::DeleteTensorboardTimeSeriesRequest.new

# Call the delete_tensorboard_time_series method.
result = client.delete_tensorboard_time_series request

# The returned object is of type Gapic::Operation. You can use it to
# check the status of an operation, cancel it, or wait for results.
# Here is how to wait for a response.
result.wait_until_done! timeout: 60
if result.response?
  p result.response
else
  puts "No response received."
end

Overloads:

  • #delete_tensorboard_time_series(request, options = nil) ⇒ ::Gapic::Operation

    Pass arguments to delete_tensorboard_time_series via a request object, either of type DeleteTensorboardTimeSeriesRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::DeleteTensorboardTimeSeriesRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #delete_tensorboard_time_series(name: nil) ⇒ ::Gapic::Operation

    Pass arguments to delete_tensorboard_time_series via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • name (::String) (defaults to: nil) —

      Required. The name of the TensorboardTimeSeries to be deleted. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 2489

def delete_tensorboard_time_series request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeleteTensorboardTimeSeriesRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.delete_tensorboard_time_series.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.name
    header_params["name"] = request.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.delete_tensorboard_time_series.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.delete_tensorboard_time_series.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :delete_tensorboard_time_series, request, options: options do |response, operation|
    response = ::Gapic::Operation.new response, @operations_client, options: options
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#export_tensorboard_time_series_data(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TimeSeriesDataPoint> #export_tensorboard_time_series_data(tensorboard_time_series: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TimeSeriesDataPoint>

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

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::ExportTensorboardTimeSeriesDataRequest.new

# Call the export_tensorboard_time_series_data method.
result = client.export_tensorboard_time_series_data request

# The returned object is of type Gapic::PagedEnumerable. You can iterate
# over elements, and API calls will be issued to fetch pages as needed.
result.each do |item|
  # Each element is of type ::Google::Cloud::AIPlatform::V1::TimeSeriesDataPoint.
  p item
end

Overloads:

  • #export_tensorboard_time_series_data(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TimeSeriesDataPoint>

    Pass arguments to export_tensorboard_time_series_data via a request object, either of type ExportTensorboardTimeSeriesDataRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ExportTensorboardTimeSeriesDataRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #export_tensorboard_time_series_data(tensorboard_time_series: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TimeSeriesDataPoint>

    Pass arguments to export_tensorboard_time_series_data via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • tensorboard_time_series (::String) (defaults to: nil) —

      Required. The resource name of the TensorboardTimeSeries to export data from. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}

    • filter (::String) (defaults to: nil) —

      Exports the TensorboardTimeSeries' data that match the filter expression.

    • page_size (::Integer) (defaults to: nil) —

      The maximum number of data points to return per page. The default page_size is 1000. Values must be between 1 and 10000. Values above 10000 are coerced to 10000.

    • page_token (::String) (defaults to: nil) —

      A page token, received from a previous ExportTensorboardTimeSeriesData call. Provide this to retrieve the subsequent page.

      When paginating, all other parameters provided to ExportTensorboardTimeSeriesData must match the call that provided the page token.

    • order_by (::String) (defaults to: nil) —

      Field to use to sort the TensorboardTimeSeries' data. By default, TensorboardTimeSeries' data is returned in a pseudo random order.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 3081

def export_tensorboard_time_series_data request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ExportTensorboardTimeSeriesDataRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.export_tensorboard_time_series_data.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.tensorboard_time_series
    header_params["tensorboard_time_series"] = request.tensorboard_time_series
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.export_tensorboard_time_series_data.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.export_tensorboard_time_series_data.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :export_tensorboard_time_series_data, request, options: options do |response, operation|
    response = ::Gapic::PagedEnumerable.new @tensorboard_service_stub, :export_tensorboard_time_series_data, request, response, operation, options
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#get_tensorboard(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::Tensorboard #get_tensorboard(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::Tensorboard

Gets a Tensorboard.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::GetTensorboardRequest.new

# Call the get_tensorboard method.
result = client.get_tensorboard request

# The returned object is of type Google::Cloud::AIPlatform::V1::Tensorboard.
p result

Overloads:

  • #get_tensorboard(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::Tensorboard

    Pass arguments to get_tensorboard via a request object, either of type GetTensorboardRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::GetTensorboardRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #get_tensorboard(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::Tensorboard

    Pass arguments to get_tensorboard via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • name (::String) (defaults to: nil) —

      Required. The name of the Tensorboard resource. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 353

def get_tensorboard request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetTensorboardRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.get_tensorboard.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.name
    header_params["name"] = request.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.get_tensorboard.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.get_tensorboard.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :get_tensorboard, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#get_tensorboard_experiment(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardExperiment #get_tensorboard_experiment(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardExperiment

Gets a TensorboardExperiment.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::GetTensorboardExperimentRequest.new

# Call the get_tensorboard_experiment method.
result = client.get_tensorboard_experiment request

# The returned object is of type Google::Cloud::AIPlatform::V1::TensorboardExperiment.
p result

Overloads:

  • #get_tensorboard_experiment(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardExperiment

    Pass arguments to get_tensorboard_experiment via a request object, either of type GetTensorboardExperimentRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::GetTensorboardExperimentRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #get_tensorboard_experiment(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardExperiment

    Pass arguments to get_tensorboard_experiment via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • name (::String) (defaults to: nil) —

      Required. The name of the TensorboardExperiment resource. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 1024

def get_tensorboard_experiment request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetTensorboardExperimentRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.get_tensorboard_experiment.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.name
    header_params["name"] = request.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.get_tensorboard_experiment.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.get_tensorboard_experiment.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :get_tensorboard_experiment, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#get_tensorboard_run(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardRun #get_tensorboard_run(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardRun

Gets a TensorboardRun.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::GetTensorboardRunRequest.new

# Call the get_tensorboard_run method.
result = client.get_tensorboard_run request

# The returned object is of type Google::Cloud::AIPlatform::V1::TensorboardRun.
p result

Overloads:

  • #get_tensorboard_run(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardRun

    Pass arguments to get_tensorboard_run via a request object, either of type GetTensorboardRunRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::GetTensorboardRunRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #get_tensorboard_run(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardRun

    Pass arguments to get_tensorboard_run via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • name (::String) (defaults to: nil) —

      Required. The name of the TensorboardRun resource. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 1604

def get_tensorboard_run request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetTensorboardRunRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.get_tensorboard_run.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.name
    header_params["name"] = request.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.get_tensorboard_run.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.get_tensorboard_run.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :get_tensorboard_run, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#get_tensorboard_time_series(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries #get_tensorboard_time_series(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries

Gets a TensorboardTimeSeries.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::GetTensorboardTimeSeriesRequest.new

# Call the get_tensorboard_time_series method.
result = client.get_tensorboard_time_series request

# The returned object is of type Google::Cloud::AIPlatform::V1::TensorboardTimeSeries.
p result

Overloads:

  • #get_tensorboard_time_series(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries

    Pass arguments to get_tensorboard_time_series via a request object, either of type GetTensorboardTimeSeriesRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::GetTensorboardTimeSeriesRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #get_tensorboard_time_series(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries

    Pass arguments to get_tensorboard_time_series via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • name (::String) (defaults to: nil) —

      Required. The name of the TensorboardTimeSeries resource. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 2186

def get_tensorboard_time_series request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetTensorboardTimeSeriesRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.get_tensorboard_time_series.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.name
    header_params["name"] = request.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.get_tensorboard_time_series.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.get_tensorboard_time_series.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :get_tensorboard_time_series, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#list_tensorboard_experiments(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TensorboardExperiment> #list_tensorboard_experiments(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil, read_mask: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TensorboardExperiment>

Lists TensorboardExperiments in a Location.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::ListTensorboardExperimentsRequest.new

# Call the list_tensorboard_experiments method.
result = client.list_tensorboard_experiments request

# The returned object is of type Gapic::PagedEnumerable. You can iterate
# over elements, and API calls will be issued to fetch pages as needed.
result.each do |item|
  # Each element is of type ::Google::Cloud::AIPlatform::V1::TensorboardExperiment.
  p item
end

Overloads:

  • #list_tensorboard_experiments(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TensorboardExperiment>

    Pass arguments to list_tensorboard_experiments via a request object, either of type ListTensorboardExperimentsRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ListTensorboardExperimentsRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #list_tensorboard_experiments(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil, read_mask: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TensorboardExperiment>

    Pass arguments to list_tensorboard_experiments via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • parent (::String) (defaults to: nil) —

      Required. The resource name of the Tensorboard to list TensorboardExperiments. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}

    • filter (::String) (defaults to: nil) —

      Lists the TensorboardExperiments that match the filter expression.

    • page_size (::Integer) (defaults to: nil) —

      The maximum number of TensorboardExperiments to return. The service may return fewer than this value. If unspecified, at most 50 TensorboardExperiments are returned. The maximum value is 1000; values above 1000 are coerced to 1000.

    • page_token (::String) (defaults to: nil) —

      A page token, received from a previous TensorboardService.ListTensorboardExperiments call. Provide this to retrieve the subsequent page.

      When paginating, all other parameters provided to TensorboardService.ListTensorboardExperiments must match the call that provided the page token.

    • order_by (::String) (defaults to: nil) —

      Field to use to sort the list.

    • read_mask (::Google::Protobuf::FieldMask, ::Hash) (defaults to: nil) —

      Mask specifying which fields to read.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 1230

def list_tensorboard_experiments request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListTensorboardExperimentsRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.list_tensorboard_experiments.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.list_tensorboard_experiments.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.list_tensorboard_experiments.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :list_tensorboard_experiments, request, options: options do |response, operation|
    response = ::Gapic::PagedEnumerable.new @tensorboard_service_stub, :list_tensorboard_experiments, request, response, operation, options
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#list_tensorboard_runs(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TensorboardRun> #list_tensorboard_runs(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil, read_mask: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TensorboardRun>

Lists TensorboardRuns in a Location.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::ListTensorboardRunsRequest.new

# Call the list_tensorboard_runs method.
result = client.list_tensorboard_runs request

# The returned object is of type Gapic::PagedEnumerable. You can iterate
# over elements, and API calls will be issued to fetch pages as needed.
result.each do |item|
  # Each element is of type ::Google::Cloud::AIPlatform::V1::TensorboardRun.
  p item
end

Overloads:

  • #list_tensorboard_runs(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TensorboardRun>

    Pass arguments to list_tensorboard_runs via a request object, either of type ListTensorboardRunsRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ListTensorboardRunsRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #list_tensorboard_runs(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil, read_mask: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TensorboardRun>

    Pass arguments to list_tensorboard_runs via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • parent (::String) (defaults to: nil) —

      Required. The resource name of the TensorboardExperiment to list TensorboardRuns. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}

    • filter (::String) (defaults to: nil) —

      Lists the TensorboardRuns that match the filter expression.

    • page_size (::Integer) (defaults to: nil) —

      The maximum number of TensorboardRuns to return. The service may return fewer than this value. If unspecified, at most 50 TensorboardRuns are returned. The maximum value is 1000; values above 1000 are coerced to 1000.

    • page_token (::String) (defaults to: nil) —

      A page token, received from a previous TensorboardService.ListTensorboardRuns call. Provide this to retrieve the subsequent page.

      When paginating, all other parameters provided to TensorboardService.ListTensorboardRuns must match the call that provided the page token.

    • order_by (::String) (defaults to: nil) —

      Field to use to sort the list.

    • read_mask (::Google::Protobuf::FieldMask, ::Hash) (defaults to: nil) —

      Mask specifying which fields to read.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 1810

def list_tensorboard_runs request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListTensorboardRunsRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.list_tensorboard_runs.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.list_tensorboard_runs.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.list_tensorboard_runs.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :list_tensorboard_runs, request, options: options do |response, operation|
    response = ::Gapic::PagedEnumerable.new @tensorboard_service_stub, :list_tensorboard_runs, request, response, operation, options
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#list_tensorboard_time_series(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries> #list_tensorboard_time_series(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil, read_mask: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries>

Lists TensorboardTimeSeries in a Location.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::ListTensorboardTimeSeriesRequest.new

# Call the list_tensorboard_time_series method.
result = client.list_tensorboard_time_series request

# The returned object is of type Gapic::PagedEnumerable. You can iterate
# over elements, and API calls will be issued to fetch pages as needed.
result.each do |item|
  # Each element is of type ::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries.
  p item
end

Overloads:

  • #list_tensorboard_time_series(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries>

    Pass arguments to list_tensorboard_time_series via a request object, either of type ListTensorboardTimeSeriesRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ListTensorboardTimeSeriesRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #list_tensorboard_time_series(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil, read_mask: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries>

    Pass arguments to list_tensorboard_time_series via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • parent (::String) (defaults to: nil) —

      Required. The resource name of the TensorboardRun to list TensorboardTimeSeries. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}

    • filter (::String) (defaults to: nil) —

      Lists the TensorboardTimeSeries that match the filter expression.

    • page_size (::Integer) (defaults to: nil) —

      The maximum number of TensorboardTimeSeries to return. The service may return fewer than this value. If unspecified, at most 50 TensorboardTimeSeries are returned. The maximum value is 1000; values above 1000 are coerced to 1000.

    • page_token (::String) (defaults to: nil) —

      A page token, received from a previous TensorboardService.ListTensorboardTimeSeries call. Provide this to retrieve the subsequent page.

      When paginating, all other parameters provided to TensorboardService.ListTensorboardTimeSeries must match the call that provided the page token.

    • order_by (::String) (defaults to: nil) —

      Field to use to sort the list.

    • read_mask (::Google::Protobuf::FieldMask, ::Hash) (defaults to: nil) —

      Mask specifying which fields to read.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 2393

def list_tensorboard_time_series request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListTensorboardTimeSeriesRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.list_tensorboard_time_series.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.list_tensorboard_time_series.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.list_tensorboard_time_series.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :list_tensorboard_time_series, request, options: options do |response, operation|
    response = ::Gapic::PagedEnumerable.new @tensorboard_service_stub, :list_tensorboard_time_series, request, response, operation, options
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#list_tensorboards(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Tensorboard> #list_tensorboards(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil, read_mask: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Tensorboard>

Lists Tensorboards in a Location.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::ListTensorboardsRequest.new

# Call the list_tensorboards method.
result = client.list_tensorboards request

# The returned object is of type Gapic::PagedEnumerable. You can iterate
# over elements, and API calls will be issued to fetch pages as needed.
result.each do |item|
  # Each element is of type ::Google::Cloud::AIPlatform::V1::Tensorboard.
  p item
end

Overloads:

  • #list_tensorboards(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Tensorboard>

    Pass arguments to list_tensorboards via a request object, either of type ListTensorboardsRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ListTensorboardsRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #list_tensorboards(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil, read_mask: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Tensorboard>

    Pass arguments to list_tensorboards via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • parent (::String) (defaults to: nil) —

      Required. The resource name of the Location to list Tensorboards. Format: projects/{project}/locations/{location}

    • filter (::String) (defaults to: nil) —

      Lists the Tensorboards that match the filter expression.

    • page_size (::Integer) (defaults to: nil) —

      The maximum number of Tensorboards to return. The service may return fewer than this value. If unspecified, at most 100 Tensorboards are returned. The maximum value is 100; values above 100 are coerced to 100.

    • page_token (::String) (defaults to: nil) —

      A page token, received from a previous TensorboardService.ListTensorboards call. Provide this to retrieve the subsequent page.

      When paginating, all other parameters provided to TensorboardService.ListTensorboards must match the call that provided the page token.

    • order_by (::String) (defaults to: nil) —

      Field to use to sort the list.

    • read_mask (::Google::Protobuf::FieldMask, ::Hash) (defaults to: nil) —

      Mask specifying which fields to read.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 567

def list_tensorboards request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListTensorboardsRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.list_tensorboards.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.parent
    header_params["parent"] = request.parent
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.list_tensorboards.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.list_tensorboards.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :list_tensorboards, request, options: options do |response, operation|
    response = ::Gapic::PagedEnumerable.new @tensorboard_service_stub, :list_tensorboards, request, response, operation, options
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#read_tensorboard_blob_data(request, options = nil) ⇒ ::Enumerable<::Google::Cloud::AIPlatform::V1::ReadTensorboardBlobDataResponse> #read_tensorboard_blob_data(time_series: nil, blob_ids: nil) ⇒ ::Enumerable<::Google::Cloud::AIPlatform::V1::ReadTensorboardBlobDataResponse>

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.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::ReadTensorboardBlobDataRequest.new

# Call the read_tensorboard_blob_data method to start streaming.
output = client.read_tensorboard_blob_data request

# The returned object is a streamed enumerable yielding elements of type
# ::Google::Cloud::AIPlatform::V1::ReadTensorboardBlobDataResponse
output.each do |current_response|
  p current_response
end

Overloads:

  • #read_tensorboard_blob_data(request, options = nil) ⇒ ::Enumerable<::Google::Cloud::AIPlatform::V1::ReadTensorboardBlobDataResponse>

    Pass arguments to read_tensorboard_blob_data via a request object, either of type ReadTensorboardBlobDataRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ReadTensorboardBlobDataRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #read_tensorboard_blob_data(time_series: nil, blob_ids: nil) ⇒ ::Enumerable<::Google::Cloud::AIPlatform::V1::ReadTensorboardBlobDataResponse>

    Pass arguments to read_tensorboard_blob_data via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • time_series (::String) (defaults to: nil) —

      Required. The resource name of the TensorboardTimeSeries to list Blobs. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}

    • blob_ids (::Array<::String>) (defaults to: nil) —

      IDs of the blobs to read.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 2784

def read_tensorboard_blob_data request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ReadTensorboardBlobDataRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.read_tensorboard_blob_data.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.time_series
    header_params["time_series"] = request.time_series
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.read_tensorboard_blob_data.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.read_tensorboard_blob_data.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :read_tensorboard_blob_data, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#read_tensorboard_size(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadTensorboardSizeResponse #read_tensorboard_size(tensorboard: nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadTensorboardSizeResponse

Returns the storage size for a given TensorBoard instance.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::ReadTensorboardSizeRequest.new

# Call the read_tensorboard_size method.
result = client.read_tensorboard_size request

# The returned object is of type Google::Cloud::AIPlatform::V1::ReadTensorboardSizeResponse.
p result

Overloads:

  • #read_tensorboard_size(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadTensorboardSizeResponse

    Pass arguments to read_tensorboard_size via a request object, either of type ReadTensorboardSizeRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ReadTensorboardSizeRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #read_tensorboard_size(tensorboard: nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadTensorboardSizeResponse

    Pass arguments to read_tensorboard_size via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • tensorboard (::String) (defaults to: nil) —

      Required. The name of the Tensorboard resource. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 840

def read_tensorboard_size request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ReadTensorboardSizeRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.read_tensorboard_size.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.tensorboard
    header_params["tensorboard"] = request.tensorboard
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.read_tensorboard_size.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.read_tensorboard_size.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :read_tensorboard_size, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#read_tensorboard_time_series_data(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadTensorboardTimeSeriesDataResponse #read_tensorboard_time_series_data(tensorboard_time_series: nil, max_data_points: nil, filter: nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadTensorboardTimeSeriesDataResponse

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.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::ReadTensorboardTimeSeriesDataRequest.new

# Call the read_tensorboard_time_series_data method.
result = client.read_tensorboard_time_series_data request

# The returned object is of type Google::Cloud::AIPlatform::V1::ReadTensorboardTimeSeriesDataResponse.
p result

Overloads:

  • #read_tensorboard_time_series_data(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadTensorboardTimeSeriesDataResponse

    Pass arguments to read_tensorboard_time_series_data via a request object, either of type ReadTensorboardTimeSeriesDataRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ReadTensorboardTimeSeriesDataRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #read_tensorboard_time_series_data(tensorboard_time_series: nil, max_data_points: nil, filter: nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadTensorboardTimeSeriesDataResponse

    Pass arguments to read_tensorboard_time_series_data via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • tensorboard_time_series (::String) (defaults to: nil) —

      Required. The resource name of the TensorboardTimeSeries to read data from. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}

    • max_data_points (::Integer) (defaults to: nil) —

      The maximum number of TensorboardTimeSeries' data to return.

      This value should be a positive integer. This value can be set to -1 to return all data.

    • filter (::String) (defaults to: nil) —

      Reads the TensorboardTimeSeries' data that match the filter expression.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 2688

def read_tensorboard_time_series_data request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ReadTensorboardTimeSeriesDataRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.read_tensorboard_time_series_data.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.tensorboard_time_series
    header_params["tensorboard_time_series"] = request.tensorboard_time_series
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.read_tensorboard_time_series_data.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.read_tensorboard_time_series_data.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :read_tensorboard_time_series_data, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#read_tensorboard_usage(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadTensorboardUsageResponse #read_tensorboard_usage(tensorboard: nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadTensorboardUsageResponse

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

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::ReadTensorboardUsageRequest.new

# Call the read_tensorboard_usage method.
result = client.read_tensorboard_usage request

# The returned object is of type Google::Cloud::AIPlatform::V1::ReadTensorboardUsageResponse.
p result

Overloads:

  • #read_tensorboard_usage(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadTensorboardUsageResponse

    Pass arguments to read_tensorboard_usage via a request object, either of type ReadTensorboardUsageRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::ReadTensorboardUsageRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #read_tensorboard_usage(tensorboard: nil) ⇒ ::Google::Cloud::AIPlatform::V1::ReadTensorboardUsageResponse

    Pass arguments to read_tensorboard_usage via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • tensorboard (::String) (defaults to: nil) —

      Required. The name of the Tensorboard resource. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 752

def read_tensorboard_usage request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ReadTensorboardUsageRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.read_tensorboard_usage.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.tensorboard
    header_params["tensorboard"] = request.tensorboard
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.read_tensorboard_usage.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.read_tensorboard_usage.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :read_tensorboard_usage, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#universe_domain ⇒ String

The effective universe domain

Returns:

  • (String) 


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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 106

def universe_domain
  @tensorboard_service_stub.universe_domain
end

#update_tensorboard(request, options = nil) ⇒ ::Gapic::Operation #update_tensorboard(update_mask: nil, tensorboard: nil) ⇒ ::Gapic::Operation

Updates a Tensorboard.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::UpdateTensorboardRequest.new

# Call the update_tensorboard method.
result = client.update_tensorboard request

# The returned object is of type Gapic::Operation. You can use it to
# check the status of an operation, cancel it, or wait for results.
# Here is how to wait for a response.
result.wait_until_done! timeout: 60
if result.response?
  p result.response
else
  puts "No response received."
end

Overloads:

  • #update_tensorboard(request, options = nil) ⇒ ::Gapic::Operation

    Pass arguments to update_tensorboard via a request object, either of type UpdateTensorboardRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::UpdateTensorboardRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #update_tensorboard(update_mask: nil, tensorboard: nil) ⇒ ::Gapic::Operation

    Pass arguments to update_tensorboard via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • update_mask (::Google::Protobuf::FieldMask, ::Hash) (defaults to: nil) —

      Required. Field mask is used to specify the fields to be overwritten in the Tensorboard resource by the update. The fields specified in the update_mask are relative to the resource, not the full request. A field is overwritten if it's in the mask. If the user does not provide a mask then all fields are overwritten if new values are specified.

    • tensorboard (::Google::Cloud::AIPlatform::V1::Tensorboard, ::Hash) (defaults to: nil) —

      Required. The Tensorboard's name field is used to identify the Tensorboard to be updated. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

  • response (::Gapic::Operation)
  • operation (::GRPC::ActiveCall::Operation)

Returns:

  • (::Gapic::Operation)

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 455

def update_tensorboard request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::UpdateTensorboardRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.update_tensorboard.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.tensorboard&.name
    header_params["tensorboard.name"] = request.tensorboard.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.update_tensorboard.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.update_tensorboard.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :update_tensorboard, request, options: options do |response, operation|
    response = ::Gapic::Operation.new response, @operations_client, options: options
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#update_tensorboard_experiment(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardExperiment #update_tensorboard_experiment(update_mask: nil, tensorboard_experiment: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardExperiment

Updates a TensorboardExperiment.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::UpdateTensorboardExperimentRequest.new

# Call the update_tensorboard_experiment method.
result = client.update_tensorboard_experiment request

# The returned object is of type Google::Cloud::AIPlatform::V1::TensorboardExperiment.
p result

Overloads:

  • #update_tensorboard_experiment(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardExperiment

    Pass arguments to update_tensorboard_experiment via a request object, either of type UpdateTensorboardExperimentRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::UpdateTensorboardExperimentRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #update_tensorboard_experiment(update_mask: nil, tensorboard_experiment: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardExperiment

    Pass arguments to update_tensorboard_experiment via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • update_mask (::Google::Protobuf::FieldMask, ::Hash) (defaults to: nil) —

      Required. Field mask is used to specify the fields to be overwritten in the TensorboardExperiment resource by the update. The fields specified in the update_mask are relative to the resource, not the full request. A field is overwritten if it's in the mask. If the user does not provide a mask then all fields are overwritten if new values are specified.

    • tensorboard_experiment (::Google::Cloud::AIPlatform::V1::TensorboardExperiment, ::Hash) (defaults to: nil) —

      Required. The TensorboardExperiment's name field is used to identify the TensorboardExperiment to be updated. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 1119

def update_tensorboard_experiment request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::UpdateTensorboardExperimentRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.update_tensorboard_experiment.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.tensorboard_experiment&.name
    header_params["tensorboard_experiment.name"] = request.tensorboard_experiment.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.update_tensorboard_experiment.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.update_tensorboard_experiment.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :update_tensorboard_experiment, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#update_tensorboard_run(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardRun #update_tensorboard_run(update_mask: nil, tensorboard_run: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardRun

Updates a TensorboardRun.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::UpdateTensorboardRunRequest.new

# Call the update_tensorboard_run method.
result = client.update_tensorboard_run request

# The returned object is of type Google::Cloud::AIPlatform::V1::TensorboardRun.
p result

Overloads:

  • #update_tensorboard_run(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardRun

    Pass arguments to update_tensorboard_run via a request object, either of type UpdateTensorboardRunRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::UpdateTensorboardRunRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #update_tensorboard_run(update_mask: nil, tensorboard_run: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardRun

    Pass arguments to update_tensorboard_run via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • update_mask (::Google::Protobuf::FieldMask, ::Hash) (defaults to: nil) —

      Required. Field mask is used to specify the fields to be overwritten in the TensorboardRun resource by the update. The fields specified in the update_mask are relative to the resource, not the full request. A field is overwritten if it's in the mask. If the user does not provide a mask then all fields are overwritten if new values are specified.

    • tensorboard_run (::Google::Cloud::AIPlatform::V1::TensorboardRun, ::Hash) (defaults to: nil) —

      Required. The TensorboardRun's name field is used to identify the TensorboardRun to be updated. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 1699

def update_tensorboard_run request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::UpdateTensorboardRunRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.update_tensorboard_run.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.tensorboard_run&.name
    header_params["tensorboard_run.name"] = request.tensorboard_run.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.update_tensorboard_run.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.update_tensorboard_run.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :update_tensorboard_run, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#update_tensorboard_time_series(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries #update_tensorboard_time_series(update_mask: nil, tensorboard_time_series: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries

Updates a TensorboardTimeSeries.

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::UpdateTensorboardTimeSeriesRequest.new

# Call the update_tensorboard_time_series method.
result = client.update_tensorboard_time_series request

# The returned object is of type Google::Cloud::AIPlatform::V1::TensorboardTimeSeries.
p result

Overloads:

  • #update_tensorboard_time_series(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries

    Pass arguments to update_tensorboard_time_series via a request object, either of type UpdateTensorboardTimeSeriesRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::UpdateTensorboardTimeSeriesRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #update_tensorboard_time_series(update_mask: nil, tensorboard_time_series: nil) ⇒ ::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries

    Pass arguments to update_tensorboard_time_series via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • update_mask (::Google::Protobuf::FieldMask, ::Hash) (defaults to: nil) —

      Required. Field mask is used to specify the fields to be overwritten in the TensorboardTimeSeries resource by the update. The fields specified in the update_mask are relative to the resource, not the full request. A field is overwritten if it's in the mask. If the user does not provide a mask then all fields are overwritten if new values are specified.

    • tensorboard_time_series (::Google::Cloud::AIPlatform::V1::TensorboardTimeSeries, ::Hash) (defaults to: nil) —

      Required. The TensorboardTimeSeries' name field is used to identify the TensorboardTimeSeries to be updated. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}/timeSeries/{time_series}

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 2282

def update_tensorboard_time_series request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::UpdateTensorboardTimeSeriesRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.update_tensorboard_time_series.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.tensorboard_time_series&.name
    header_params["tensorboard_time_series.name"] = request.tensorboard_time_series.name
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.update_tensorboard_time_series.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.update_tensorboard_time_series.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :update_tensorboard_time_series, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#write_tensorboard_experiment_data(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::WriteTensorboardExperimentDataResponse #write_tensorboard_experiment_data(tensorboard_experiment: nil, write_run_data_requests: nil) ⇒ ::Google::Cloud::AIPlatform::V1::WriteTensorboardExperimentDataResponse

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

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::WriteTensorboardExperimentDataRequest.new

# Call the write_tensorboard_experiment_data method.
result = client.write_tensorboard_experiment_data request

# The returned object is of type Google::Cloud::AIPlatform::V1::WriteTensorboardExperimentDataResponse.
p result

Overloads:

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 2875

def write_tensorboard_experiment_data request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::WriteTensorboardExperimentDataRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.write_tensorboard_experiment_data.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.tensorboard_experiment
    header_params["tensorboard_experiment"] = request.tensorboard_experiment
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.write_tensorboard_experiment_data.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.write_tensorboard_experiment_data.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :write_tensorboard_experiment_data, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end

#write_tensorboard_run_data(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::WriteTensorboardRunDataResponse #write_tensorboard_run_data(tensorboard_run: nil, time_series_data: nil) ⇒ ::Google::Cloud::AIPlatform::V1::WriteTensorboardRunDataResponse

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

Examples:

Basic example

require "google/cloud/ai_platform/v1"

# Create a client object. The client can be reused for multiple calls.
client = Google::Cloud::AIPlatform::V1::TensorboardService::Client.new

# Create a request. To set request fields, pass in keyword arguments.
request = Google::Cloud::AIPlatform::V1::WriteTensorboardRunDataRequest.new

# Call the write_tensorboard_run_data method.
result = client.write_tensorboard_run_data request

# The returned object is of type Google::Cloud::AIPlatform::V1::WriteTensorboardRunDataResponse.
p result

Overloads:

  • #write_tensorboard_run_data(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::WriteTensorboardRunDataResponse

    Pass arguments to write_tensorboard_run_data via a request object, either of type WriteTensorboardRunDataRequest or an equivalent Hash.

    Parameters:

    • request (::Google::Cloud::AIPlatform::V1::WriteTensorboardRunDataRequest, ::Hash) —

      A request object representing the call parameters. Required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash.

    • options (::Gapic::CallOptions, ::Hash) (defaults to: nil) —

      Overrides the default settings for this call, e.g, timeout, retries, etc. Optional.

  • #write_tensorboard_run_data(tensorboard_run: nil, time_series_data: nil) ⇒ ::Google::Cloud::AIPlatform::V1::WriteTensorboardRunDataResponse

    Pass arguments to write_tensorboard_run_data via keyword arguments. Note that at least one keyword argument is required. To specify no parameters, or to keep all the default parameter values, pass an empty Hash as a request object (see above).

    Parameters:

    • tensorboard_run (::String) (defaults to: nil) —

      Required. The resource name of the TensorboardRun to write data to. Format: projects/{project}/locations/{location}/tensorboards/{tensorboard}/experiments/{experiment}/runs/{run}

    • time_series_data (::Array<::Google::Cloud::AIPlatform::V1::TimeSeriesData, ::Hash>) (defaults to: nil) —

      Required. The TensorboardTimeSeries data to write. Values with in a time series are indexed by their step value. Repeated writes to the same step will overwrite the existing value for that step. The upper limit of data points per write request is 5000.

Yields:

  • (response, operation) —

    Access the result along with the RPC operation

Yield Parameters:

Returns:

Raises:

  • (::Google::Cloud::Error) —

    if the RPC is aborted.



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# File 'lib/google/cloud/ai_platform/v1/tensorboard_service/client.rb', line 2970

def write_tensorboard_run_data request, options = nil
  raise ::ArgumentError, "request must be provided" if request.nil?

  request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::WriteTensorboardRunDataRequest

  # Converts hash and nil to an options object
  options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h

  # Customize the options with defaults
  metadata = @config.rpcs.write_tensorboard_run_data.metadata.to_h

  # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
  metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
    lib_name: @config.lib_name, lib_version: @config.lib_version,
    gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION
  metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
  metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

  header_params = {}
  if request.tensorboard_run
    header_params["tensorboard_run"] = request.tensorboard_run
  end

  request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&")
  metadata[:"x-goog-request-params"] ||= request_params_header

  options.apply_defaults timeout:      @config.rpcs.write_tensorboard_run_data.timeout,
                         metadata:     metadata,
                         retry_policy: @config.rpcs.write_tensorboard_run_data.retry_policy

  options.apply_defaults timeout:      @config.timeout,
                         metadata:     @config.metadata,
                         retry_policy: @config.retry_policy

  @tensorboard_service_stub.call_rpc :write_tensorboard_run_data, request, options: options do |response, operation|
    yield response, operation if block_given?
    return response
  end
rescue ::GRPC::BadStatus => e
  raise ::Google::Cloud::Error.from_error(e)
end