Class: Google::Cloud::AIPlatform::V1::VizierService::Client::Configuration

Inherits:
Object
  • Object
show all
Extended by:
Gapic::Config
Defined in:
lib/google/cloud/ai_platform/v1/vizier_service/client.rb

Overview

Configuration class for the VizierService API.

This class represents the configuration for VizierService, providing control over timeouts, retry behavior, logging, transport parameters, and other low-level controls. Certain parameters can also be applied individually to specific RPCs. See Rpcs for a list of RPCs that can be configured independently.

Configuration can be applied globally to all clients, or to a single client on construction.

Examples:


# Modify the global config, setting the timeout for
# create_study to 20 seconds,
# and all remaining timeouts to 10 seconds.
::Google::Cloud::AIPlatform::V1::VizierService::Client.configure do |config|
  config.timeout = 10.0
  config.rpcs.create_study.timeout = 20.0
end

# Apply the above configuration only to a new client.
client = ::Google::Cloud::AIPlatform::V1::VizierService::Client.new do |config|
  config.timeout = 10.0
  config.rpcs.create_study.timeout = 20.0
end

Defined Under Namespace

Classes: Rpcs

Instance Attribute Summary collapse

Instance Method Summary collapse

Instance Attribute Details

#channel_args::Hash

Extra parameters passed to the gRPC channel. Note: this is ignored if a GRPC::Core::Channel object is provided as the credential.

Returns:

  • (::Hash)


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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1723

class Configuration
  extend ::Gapic::Config

  # @private
  # The endpoint specific to the default "googleapis.com" universe. Deprecated.
  DEFAULT_ENDPOINT = "aiplatform.googleapis.com"

  config_attr :endpoint,      nil, ::String, nil
  config_attr :credentials,   nil do |value|
    allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil]
    allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC
    allowed.any? { |klass| klass === value }
  end
  config_attr :scope,         nil, ::String, ::Array, nil
  config_attr :lib_name,      nil, ::String, nil
  config_attr :lib_version,   nil, ::String, nil
  config_attr(:channel_args,  { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil)
  config_attr :interceptors,  nil, ::Array, nil
  config_attr :timeout,       nil, ::Numeric, nil
  config_attr :metadata,      nil, ::Hash, nil
  config_attr :retry_policy,  nil, ::Hash, ::Proc, nil
  config_attr :quota_project, nil, ::String, nil
  config_attr :universe_domain, nil, ::String, nil

  # @private
  def initialize parent_config = nil
    @parent_config = parent_config unless parent_config.nil?

    yield self if block_given?
  end

  ##
  # Configurations for individual RPCs
  # @return [Rpcs]
  #
  def rpcs
    @rpcs ||= begin
      parent_rpcs = nil
      parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
      Rpcs.new parent_rpcs
    end
  end

  ##
  # Configuration for the channel pool
  # @return [::Gapic::ServiceStub::ChannelPool::Configuration]
  #
  def channel_pool
    @channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
  end

  ##
  # Configuration RPC class for the VizierService API.
  #
  # Includes fields providing the configuration for each RPC in this service.
  # Each configuration object is of type `Gapic::Config::Method` and includes
  # the following configuration fields:
  #
  #  *  `timeout` (*type:* `Numeric`) - The call timeout in seconds
  #  *  `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers
  #  *  `retry_policy (*type:* `Hash`) - The retry policy. The policy fields
  #     include the following keys:
  #      *  `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds.
  #      *  `:max_delay` (*type:* `Numeric`) - The max delay in seconds.
  #      *  `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier.
  #      *  `:retry_codes` (*type:* `Array<String>`) - The error codes that should
  #         trigger a retry.
  #
  class Rpcs
    ##
    # RPC-specific configuration for `create_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_study
    ##
    # RPC-specific configuration for `get_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_study
    ##
    # RPC-specific configuration for `list_studies`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_studies
    ##
    # RPC-specific configuration for `delete_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_study
    ##
    # RPC-specific configuration for `lookup_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :lookup_study
    ##
    # RPC-specific configuration for `suggest_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :suggest_trials
    ##
    # RPC-specific configuration for `create_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_trial
    ##
    # RPC-specific configuration for `get_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_trial
    ##
    # RPC-specific configuration for `list_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_trials
    ##
    # RPC-specific configuration for `add_trial_measurement`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :add_trial_measurement
    ##
    # RPC-specific configuration for `complete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :complete_trial
    ##
    # RPC-specific configuration for `delete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_trial
    ##
    # RPC-specific configuration for `check_trial_early_stopping_state`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :check_trial_early_stopping_state
    ##
    # RPC-specific configuration for `stop_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :stop_trial
    ##
    # RPC-specific configuration for `list_optimal_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_optimal_trials

    # @private
    def initialize parent_rpcs = nil
      create_study_config = parent_rpcs.create_study if parent_rpcs.respond_to? :create_study
      @create_study = ::Gapic::Config::Method.new create_study_config
      get_study_config = parent_rpcs.get_study if parent_rpcs.respond_to? :get_study
      @get_study = ::Gapic::Config::Method.new get_study_config
      list_studies_config = parent_rpcs.list_studies if parent_rpcs.respond_to? :list_studies
      @list_studies = ::Gapic::Config::Method.new list_studies_config
      delete_study_config = parent_rpcs.delete_study if parent_rpcs.respond_to? :delete_study
      @delete_study = ::Gapic::Config::Method.new delete_study_config
      lookup_study_config = parent_rpcs.lookup_study if parent_rpcs.respond_to? :lookup_study
      @lookup_study = ::Gapic::Config::Method.new lookup_study_config
      suggest_trials_config = parent_rpcs.suggest_trials if parent_rpcs.respond_to? :suggest_trials
      @suggest_trials = ::Gapic::Config::Method.new suggest_trials_config
      create_trial_config = parent_rpcs.create_trial if parent_rpcs.respond_to? :create_trial
      @create_trial = ::Gapic::Config::Method.new create_trial_config
      get_trial_config = parent_rpcs.get_trial if parent_rpcs.respond_to? :get_trial
      @get_trial = ::Gapic::Config::Method.new get_trial_config
      list_trials_config = parent_rpcs.list_trials if parent_rpcs.respond_to? :list_trials
      @list_trials = ::Gapic::Config::Method.new list_trials_config
      add_trial_measurement_config = parent_rpcs.add_trial_measurement if parent_rpcs.respond_to? :add_trial_measurement
      @add_trial_measurement = ::Gapic::Config::Method.new add_trial_measurement_config
      complete_trial_config = parent_rpcs.complete_trial if parent_rpcs.respond_to? :complete_trial
      @complete_trial = ::Gapic::Config::Method.new complete_trial_config
      delete_trial_config = parent_rpcs.delete_trial if parent_rpcs.respond_to? :delete_trial
      @delete_trial = ::Gapic::Config::Method.new delete_trial_config
      check_trial_early_stopping_state_config = parent_rpcs.check_trial_early_stopping_state if parent_rpcs.respond_to? :check_trial_early_stopping_state
      @check_trial_early_stopping_state = ::Gapic::Config::Method.new check_trial_early_stopping_state_config
      stop_trial_config = parent_rpcs.stop_trial if parent_rpcs.respond_to? :stop_trial
      @stop_trial = ::Gapic::Config::Method.new stop_trial_config
      list_optimal_trials_config = parent_rpcs.list_optimal_trials if parent_rpcs.respond_to? :list_optimal_trials
      @list_optimal_trials = ::Gapic::Config::Method.new list_optimal_trials_config

      yield self if block_given?
    end
  end
end

#credentials::Object

Credentials to send with calls. You may provide any of the following types:

  • (String) The path to a service account key file in JSON format
  • (Hash) A service account key as a Hash
  • (Google::Auth::Credentials) A googleauth credentials object (see the googleauth docs)
  • (Signet::OAuth2::Client) A signet oauth2 client object (see the signet docs)
  • (GRPC::Core::Channel) a gRPC channel with included credentials
  • (GRPC::Core::ChannelCredentials) a gRPC credentails object
  • (nil) indicating no credentials

Returns:

  • (::Object)


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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1723

class Configuration
  extend ::Gapic::Config

  # @private
  # The endpoint specific to the default "googleapis.com" universe. Deprecated.
  DEFAULT_ENDPOINT = "aiplatform.googleapis.com"

  config_attr :endpoint,      nil, ::String, nil
  config_attr :credentials,   nil do |value|
    allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil]
    allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC
    allowed.any? { |klass| klass === value }
  end
  config_attr :scope,         nil, ::String, ::Array, nil
  config_attr :lib_name,      nil, ::String, nil
  config_attr :lib_version,   nil, ::String, nil
  config_attr(:channel_args,  { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil)
  config_attr :interceptors,  nil, ::Array, nil
  config_attr :timeout,       nil, ::Numeric, nil
  config_attr :metadata,      nil, ::Hash, nil
  config_attr :retry_policy,  nil, ::Hash, ::Proc, nil
  config_attr :quota_project, nil, ::String, nil
  config_attr :universe_domain, nil, ::String, nil

  # @private
  def initialize parent_config = nil
    @parent_config = parent_config unless parent_config.nil?

    yield self if block_given?
  end

  ##
  # Configurations for individual RPCs
  # @return [Rpcs]
  #
  def rpcs
    @rpcs ||= begin
      parent_rpcs = nil
      parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
      Rpcs.new parent_rpcs
    end
  end

  ##
  # Configuration for the channel pool
  # @return [::Gapic::ServiceStub::ChannelPool::Configuration]
  #
  def channel_pool
    @channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
  end

  ##
  # Configuration RPC class for the VizierService API.
  #
  # Includes fields providing the configuration for each RPC in this service.
  # Each configuration object is of type `Gapic::Config::Method` and includes
  # the following configuration fields:
  #
  #  *  `timeout` (*type:* `Numeric`) - The call timeout in seconds
  #  *  `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers
  #  *  `retry_policy (*type:* `Hash`) - The retry policy. The policy fields
  #     include the following keys:
  #      *  `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds.
  #      *  `:max_delay` (*type:* `Numeric`) - The max delay in seconds.
  #      *  `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier.
  #      *  `:retry_codes` (*type:* `Array<String>`) - The error codes that should
  #         trigger a retry.
  #
  class Rpcs
    ##
    # RPC-specific configuration for `create_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_study
    ##
    # RPC-specific configuration for `get_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_study
    ##
    # RPC-specific configuration for `list_studies`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_studies
    ##
    # RPC-specific configuration for `delete_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_study
    ##
    # RPC-specific configuration for `lookup_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :lookup_study
    ##
    # RPC-specific configuration for `suggest_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :suggest_trials
    ##
    # RPC-specific configuration for `create_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_trial
    ##
    # RPC-specific configuration for `get_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_trial
    ##
    # RPC-specific configuration for `list_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_trials
    ##
    # RPC-specific configuration for `add_trial_measurement`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :add_trial_measurement
    ##
    # RPC-specific configuration for `complete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :complete_trial
    ##
    # RPC-specific configuration for `delete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_trial
    ##
    # RPC-specific configuration for `check_trial_early_stopping_state`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :check_trial_early_stopping_state
    ##
    # RPC-specific configuration for `stop_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :stop_trial
    ##
    # RPC-specific configuration for `list_optimal_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_optimal_trials

    # @private
    def initialize parent_rpcs = nil
      create_study_config = parent_rpcs.create_study if parent_rpcs.respond_to? :create_study
      @create_study = ::Gapic::Config::Method.new create_study_config
      get_study_config = parent_rpcs.get_study if parent_rpcs.respond_to? :get_study
      @get_study = ::Gapic::Config::Method.new get_study_config
      list_studies_config = parent_rpcs.list_studies if parent_rpcs.respond_to? :list_studies
      @list_studies = ::Gapic::Config::Method.new list_studies_config
      delete_study_config = parent_rpcs.delete_study if parent_rpcs.respond_to? :delete_study
      @delete_study = ::Gapic::Config::Method.new delete_study_config
      lookup_study_config = parent_rpcs.lookup_study if parent_rpcs.respond_to? :lookup_study
      @lookup_study = ::Gapic::Config::Method.new lookup_study_config
      suggest_trials_config = parent_rpcs.suggest_trials if parent_rpcs.respond_to? :suggest_trials
      @suggest_trials = ::Gapic::Config::Method.new suggest_trials_config
      create_trial_config = parent_rpcs.create_trial if parent_rpcs.respond_to? :create_trial
      @create_trial = ::Gapic::Config::Method.new create_trial_config
      get_trial_config = parent_rpcs.get_trial if parent_rpcs.respond_to? :get_trial
      @get_trial = ::Gapic::Config::Method.new get_trial_config
      list_trials_config = parent_rpcs.list_trials if parent_rpcs.respond_to? :list_trials
      @list_trials = ::Gapic::Config::Method.new list_trials_config
      add_trial_measurement_config = parent_rpcs.add_trial_measurement if parent_rpcs.respond_to? :add_trial_measurement
      @add_trial_measurement = ::Gapic::Config::Method.new add_trial_measurement_config
      complete_trial_config = parent_rpcs.complete_trial if parent_rpcs.respond_to? :complete_trial
      @complete_trial = ::Gapic::Config::Method.new complete_trial_config
      delete_trial_config = parent_rpcs.delete_trial if parent_rpcs.respond_to? :delete_trial
      @delete_trial = ::Gapic::Config::Method.new delete_trial_config
      check_trial_early_stopping_state_config = parent_rpcs.check_trial_early_stopping_state if parent_rpcs.respond_to? :check_trial_early_stopping_state
      @check_trial_early_stopping_state = ::Gapic::Config::Method.new check_trial_early_stopping_state_config
      stop_trial_config = parent_rpcs.stop_trial if parent_rpcs.respond_to? :stop_trial
      @stop_trial = ::Gapic::Config::Method.new stop_trial_config
      list_optimal_trials_config = parent_rpcs.list_optimal_trials if parent_rpcs.respond_to? :list_optimal_trials
      @list_optimal_trials = ::Gapic::Config::Method.new list_optimal_trials_config

      yield self if block_given?
    end
  end
end

#endpoint::String?

A custom service endpoint, as a hostname or hostname:port. The default is nil, indicating to use the default endpoint in the current universe domain.

Returns:

  • (::String, nil)


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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1723

class Configuration
  extend ::Gapic::Config

  # @private
  # The endpoint specific to the default "googleapis.com" universe. Deprecated.
  DEFAULT_ENDPOINT = "aiplatform.googleapis.com"

  config_attr :endpoint,      nil, ::String, nil
  config_attr :credentials,   nil do |value|
    allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil]
    allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC
    allowed.any? { |klass| klass === value }
  end
  config_attr :scope,         nil, ::String, ::Array, nil
  config_attr :lib_name,      nil, ::String, nil
  config_attr :lib_version,   nil, ::String, nil
  config_attr(:channel_args,  { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil)
  config_attr :interceptors,  nil, ::Array, nil
  config_attr :timeout,       nil, ::Numeric, nil
  config_attr :metadata,      nil, ::Hash, nil
  config_attr :retry_policy,  nil, ::Hash, ::Proc, nil
  config_attr :quota_project, nil, ::String, nil
  config_attr :universe_domain, nil, ::String, nil

  # @private
  def initialize parent_config = nil
    @parent_config = parent_config unless parent_config.nil?

    yield self if block_given?
  end

  ##
  # Configurations for individual RPCs
  # @return [Rpcs]
  #
  def rpcs
    @rpcs ||= begin
      parent_rpcs = nil
      parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
      Rpcs.new parent_rpcs
    end
  end

  ##
  # Configuration for the channel pool
  # @return [::Gapic::ServiceStub::ChannelPool::Configuration]
  #
  def channel_pool
    @channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
  end

  ##
  # Configuration RPC class for the VizierService API.
  #
  # Includes fields providing the configuration for each RPC in this service.
  # Each configuration object is of type `Gapic::Config::Method` and includes
  # the following configuration fields:
  #
  #  *  `timeout` (*type:* `Numeric`) - The call timeout in seconds
  #  *  `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers
  #  *  `retry_policy (*type:* `Hash`) - The retry policy. The policy fields
  #     include the following keys:
  #      *  `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds.
  #      *  `:max_delay` (*type:* `Numeric`) - The max delay in seconds.
  #      *  `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier.
  #      *  `:retry_codes` (*type:* `Array<String>`) - The error codes that should
  #         trigger a retry.
  #
  class Rpcs
    ##
    # RPC-specific configuration for `create_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_study
    ##
    # RPC-specific configuration for `get_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_study
    ##
    # RPC-specific configuration for `list_studies`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_studies
    ##
    # RPC-specific configuration for `delete_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_study
    ##
    # RPC-specific configuration for `lookup_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :lookup_study
    ##
    # RPC-specific configuration for `suggest_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :suggest_trials
    ##
    # RPC-specific configuration for `create_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_trial
    ##
    # RPC-specific configuration for `get_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_trial
    ##
    # RPC-specific configuration for `list_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_trials
    ##
    # RPC-specific configuration for `add_trial_measurement`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :add_trial_measurement
    ##
    # RPC-specific configuration for `complete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :complete_trial
    ##
    # RPC-specific configuration for `delete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_trial
    ##
    # RPC-specific configuration for `check_trial_early_stopping_state`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :check_trial_early_stopping_state
    ##
    # RPC-specific configuration for `stop_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :stop_trial
    ##
    # RPC-specific configuration for `list_optimal_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_optimal_trials

    # @private
    def initialize parent_rpcs = nil
      create_study_config = parent_rpcs.create_study if parent_rpcs.respond_to? :create_study
      @create_study = ::Gapic::Config::Method.new create_study_config
      get_study_config = parent_rpcs.get_study if parent_rpcs.respond_to? :get_study
      @get_study = ::Gapic::Config::Method.new get_study_config
      list_studies_config = parent_rpcs.list_studies if parent_rpcs.respond_to? :list_studies
      @list_studies = ::Gapic::Config::Method.new list_studies_config
      delete_study_config = parent_rpcs.delete_study if parent_rpcs.respond_to? :delete_study
      @delete_study = ::Gapic::Config::Method.new delete_study_config
      lookup_study_config = parent_rpcs.lookup_study if parent_rpcs.respond_to? :lookup_study
      @lookup_study = ::Gapic::Config::Method.new lookup_study_config
      suggest_trials_config = parent_rpcs.suggest_trials if parent_rpcs.respond_to? :suggest_trials
      @suggest_trials = ::Gapic::Config::Method.new suggest_trials_config
      create_trial_config = parent_rpcs.create_trial if parent_rpcs.respond_to? :create_trial
      @create_trial = ::Gapic::Config::Method.new create_trial_config
      get_trial_config = parent_rpcs.get_trial if parent_rpcs.respond_to? :get_trial
      @get_trial = ::Gapic::Config::Method.new get_trial_config
      list_trials_config = parent_rpcs.list_trials if parent_rpcs.respond_to? :list_trials
      @list_trials = ::Gapic::Config::Method.new list_trials_config
      add_trial_measurement_config = parent_rpcs.add_trial_measurement if parent_rpcs.respond_to? :add_trial_measurement
      @add_trial_measurement = ::Gapic::Config::Method.new add_trial_measurement_config
      complete_trial_config = parent_rpcs.complete_trial if parent_rpcs.respond_to? :complete_trial
      @complete_trial = ::Gapic::Config::Method.new complete_trial_config
      delete_trial_config = parent_rpcs.delete_trial if parent_rpcs.respond_to? :delete_trial
      @delete_trial = ::Gapic::Config::Method.new delete_trial_config
      check_trial_early_stopping_state_config = parent_rpcs.check_trial_early_stopping_state if parent_rpcs.respond_to? :check_trial_early_stopping_state
      @check_trial_early_stopping_state = ::Gapic::Config::Method.new check_trial_early_stopping_state_config
      stop_trial_config = parent_rpcs.stop_trial if parent_rpcs.respond_to? :stop_trial
      @stop_trial = ::Gapic::Config::Method.new stop_trial_config
      list_optimal_trials_config = parent_rpcs.list_optimal_trials if parent_rpcs.respond_to? :list_optimal_trials
      @list_optimal_trials = ::Gapic::Config::Method.new list_optimal_trials_config

      yield self if block_given?
    end
  end
end

#interceptors::Array<::GRPC::ClientInterceptor>

An array of interceptors that are run before calls are executed.

Returns:

  • (::Array<::GRPC::ClientInterceptor>)


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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1723

class Configuration
  extend ::Gapic::Config

  # @private
  # The endpoint specific to the default "googleapis.com" universe. Deprecated.
  DEFAULT_ENDPOINT = "aiplatform.googleapis.com"

  config_attr :endpoint,      nil, ::String, nil
  config_attr :credentials,   nil do |value|
    allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil]
    allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC
    allowed.any? { |klass| klass === value }
  end
  config_attr :scope,         nil, ::String, ::Array, nil
  config_attr :lib_name,      nil, ::String, nil
  config_attr :lib_version,   nil, ::String, nil
  config_attr(:channel_args,  { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil)
  config_attr :interceptors,  nil, ::Array, nil
  config_attr :timeout,       nil, ::Numeric, nil
  config_attr :metadata,      nil, ::Hash, nil
  config_attr :retry_policy,  nil, ::Hash, ::Proc, nil
  config_attr :quota_project, nil, ::String, nil
  config_attr :universe_domain, nil, ::String, nil

  # @private
  def initialize parent_config = nil
    @parent_config = parent_config unless parent_config.nil?

    yield self if block_given?
  end

  ##
  # Configurations for individual RPCs
  # @return [Rpcs]
  #
  def rpcs
    @rpcs ||= begin
      parent_rpcs = nil
      parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
      Rpcs.new parent_rpcs
    end
  end

  ##
  # Configuration for the channel pool
  # @return [::Gapic::ServiceStub::ChannelPool::Configuration]
  #
  def channel_pool
    @channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
  end

  ##
  # Configuration RPC class for the VizierService API.
  #
  # Includes fields providing the configuration for each RPC in this service.
  # Each configuration object is of type `Gapic::Config::Method` and includes
  # the following configuration fields:
  #
  #  *  `timeout` (*type:* `Numeric`) - The call timeout in seconds
  #  *  `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers
  #  *  `retry_policy (*type:* `Hash`) - The retry policy. The policy fields
  #     include the following keys:
  #      *  `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds.
  #      *  `:max_delay` (*type:* `Numeric`) - The max delay in seconds.
  #      *  `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier.
  #      *  `:retry_codes` (*type:* `Array<String>`) - The error codes that should
  #         trigger a retry.
  #
  class Rpcs
    ##
    # RPC-specific configuration for `create_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_study
    ##
    # RPC-specific configuration for `get_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_study
    ##
    # RPC-specific configuration for `list_studies`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_studies
    ##
    # RPC-specific configuration for `delete_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_study
    ##
    # RPC-specific configuration for `lookup_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :lookup_study
    ##
    # RPC-specific configuration for `suggest_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :suggest_trials
    ##
    # RPC-specific configuration for `create_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_trial
    ##
    # RPC-specific configuration for `get_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_trial
    ##
    # RPC-specific configuration for `list_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_trials
    ##
    # RPC-specific configuration for `add_trial_measurement`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :add_trial_measurement
    ##
    # RPC-specific configuration for `complete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :complete_trial
    ##
    # RPC-specific configuration for `delete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_trial
    ##
    # RPC-specific configuration for `check_trial_early_stopping_state`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :check_trial_early_stopping_state
    ##
    # RPC-specific configuration for `stop_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :stop_trial
    ##
    # RPC-specific configuration for `list_optimal_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_optimal_trials

    # @private
    def initialize parent_rpcs = nil
      create_study_config = parent_rpcs.create_study if parent_rpcs.respond_to? :create_study
      @create_study = ::Gapic::Config::Method.new create_study_config
      get_study_config = parent_rpcs.get_study if parent_rpcs.respond_to? :get_study
      @get_study = ::Gapic::Config::Method.new get_study_config
      list_studies_config = parent_rpcs.list_studies if parent_rpcs.respond_to? :list_studies
      @list_studies = ::Gapic::Config::Method.new list_studies_config
      delete_study_config = parent_rpcs.delete_study if parent_rpcs.respond_to? :delete_study
      @delete_study = ::Gapic::Config::Method.new delete_study_config
      lookup_study_config = parent_rpcs.lookup_study if parent_rpcs.respond_to? :lookup_study
      @lookup_study = ::Gapic::Config::Method.new lookup_study_config
      suggest_trials_config = parent_rpcs.suggest_trials if parent_rpcs.respond_to? :suggest_trials
      @suggest_trials = ::Gapic::Config::Method.new suggest_trials_config
      create_trial_config = parent_rpcs.create_trial if parent_rpcs.respond_to? :create_trial
      @create_trial = ::Gapic::Config::Method.new create_trial_config
      get_trial_config = parent_rpcs.get_trial if parent_rpcs.respond_to? :get_trial
      @get_trial = ::Gapic::Config::Method.new get_trial_config
      list_trials_config = parent_rpcs.list_trials if parent_rpcs.respond_to? :list_trials
      @list_trials = ::Gapic::Config::Method.new list_trials_config
      add_trial_measurement_config = parent_rpcs.add_trial_measurement if parent_rpcs.respond_to? :add_trial_measurement
      @add_trial_measurement = ::Gapic::Config::Method.new add_trial_measurement_config
      complete_trial_config = parent_rpcs.complete_trial if parent_rpcs.respond_to? :complete_trial
      @complete_trial = ::Gapic::Config::Method.new complete_trial_config
      delete_trial_config = parent_rpcs.delete_trial if parent_rpcs.respond_to? :delete_trial
      @delete_trial = ::Gapic::Config::Method.new delete_trial_config
      check_trial_early_stopping_state_config = parent_rpcs.check_trial_early_stopping_state if parent_rpcs.respond_to? :check_trial_early_stopping_state
      @check_trial_early_stopping_state = ::Gapic::Config::Method.new check_trial_early_stopping_state_config
      stop_trial_config = parent_rpcs.stop_trial if parent_rpcs.respond_to? :stop_trial
      @stop_trial = ::Gapic::Config::Method.new stop_trial_config
      list_optimal_trials_config = parent_rpcs.list_optimal_trials if parent_rpcs.respond_to? :list_optimal_trials
      @list_optimal_trials = ::Gapic::Config::Method.new list_optimal_trials_config

      yield self if block_given?
    end
  end
end

#lib_name::String

The library name as recorded in instrumentation and logging

Returns:

  • (::String)


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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1723

class Configuration
  extend ::Gapic::Config

  # @private
  # The endpoint specific to the default "googleapis.com" universe. Deprecated.
  DEFAULT_ENDPOINT = "aiplatform.googleapis.com"

  config_attr :endpoint,      nil, ::String, nil
  config_attr :credentials,   nil do |value|
    allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil]
    allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC
    allowed.any? { |klass| klass === value }
  end
  config_attr :scope,         nil, ::String, ::Array, nil
  config_attr :lib_name,      nil, ::String, nil
  config_attr :lib_version,   nil, ::String, nil
  config_attr(:channel_args,  { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil)
  config_attr :interceptors,  nil, ::Array, nil
  config_attr :timeout,       nil, ::Numeric, nil
  config_attr :metadata,      nil, ::Hash, nil
  config_attr :retry_policy,  nil, ::Hash, ::Proc, nil
  config_attr :quota_project, nil, ::String, nil
  config_attr :universe_domain, nil, ::String, nil

  # @private
  def initialize parent_config = nil
    @parent_config = parent_config unless parent_config.nil?

    yield self if block_given?
  end

  ##
  # Configurations for individual RPCs
  # @return [Rpcs]
  #
  def rpcs
    @rpcs ||= begin
      parent_rpcs = nil
      parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
      Rpcs.new parent_rpcs
    end
  end

  ##
  # Configuration for the channel pool
  # @return [::Gapic::ServiceStub::ChannelPool::Configuration]
  #
  def channel_pool
    @channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
  end

  ##
  # Configuration RPC class for the VizierService API.
  #
  # Includes fields providing the configuration for each RPC in this service.
  # Each configuration object is of type `Gapic::Config::Method` and includes
  # the following configuration fields:
  #
  #  *  `timeout` (*type:* `Numeric`) - The call timeout in seconds
  #  *  `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers
  #  *  `retry_policy (*type:* `Hash`) - The retry policy. The policy fields
  #     include the following keys:
  #      *  `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds.
  #      *  `:max_delay` (*type:* `Numeric`) - The max delay in seconds.
  #      *  `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier.
  #      *  `:retry_codes` (*type:* `Array<String>`) - The error codes that should
  #         trigger a retry.
  #
  class Rpcs
    ##
    # RPC-specific configuration for `create_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_study
    ##
    # RPC-specific configuration for `get_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_study
    ##
    # RPC-specific configuration for `list_studies`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_studies
    ##
    # RPC-specific configuration for `delete_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_study
    ##
    # RPC-specific configuration for `lookup_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :lookup_study
    ##
    # RPC-specific configuration for `suggest_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :suggest_trials
    ##
    # RPC-specific configuration for `create_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_trial
    ##
    # RPC-specific configuration for `get_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_trial
    ##
    # RPC-specific configuration for `list_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_trials
    ##
    # RPC-specific configuration for `add_trial_measurement`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :add_trial_measurement
    ##
    # RPC-specific configuration for `complete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :complete_trial
    ##
    # RPC-specific configuration for `delete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_trial
    ##
    # RPC-specific configuration for `check_trial_early_stopping_state`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :check_trial_early_stopping_state
    ##
    # RPC-specific configuration for `stop_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :stop_trial
    ##
    # RPC-specific configuration for `list_optimal_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_optimal_trials

    # @private
    def initialize parent_rpcs = nil
      create_study_config = parent_rpcs.create_study if parent_rpcs.respond_to? :create_study
      @create_study = ::Gapic::Config::Method.new create_study_config
      get_study_config = parent_rpcs.get_study if parent_rpcs.respond_to? :get_study
      @get_study = ::Gapic::Config::Method.new get_study_config
      list_studies_config = parent_rpcs.list_studies if parent_rpcs.respond_to? :list_studies
      @list_studies = ::Gapic::Config::Method.new list_studies_config
      delete_study_config = parent_rpcs.delete_study if parent_rpcs.respond_to? :delete_study
      @delete_study = ::Gapic::Config::Method.new delete_study_config
      lookup_study_config = parent_rpcs.lookup_study if parent_rpcs.respond_to? :lookup_study
      @lookup_study = ::Gapic::Config::Method.new lookup_study_config
      suggest_trials_config = parent_rpcs.suggest_trials if parent_rpcs.respond_to? :suggest_trials
      @suggest_trials = ::Gapic::Config::Method.new suggest_trials_config
      create_trial_config = parent_rpcs.create_trial if parent_rpcs.respond_to? :create_trial
      @create_trial = ::Gapic::Config::Method.new create_trial_config
      get_trial_config = parent_rpcs.get_trial if parent_rpcs.respond_to? :get_trial
      @get_trial = ::Gapic::Config::Method.new get_trial_config
      list_trials_config = parent_rpcs.list_trials if parent_rpcs.respond_to? :list_trials
      @list_trials = ::Gapic::Config::Method.new list_trials_config
      add_trial_measurement_config = parent_rpcs.add_trial_measurement if parent_rpcs.respond_to? :add_trial_measurement
      @add_trial_measurement = ::Gapic::Config::Method.new add_trial_measurement_config
      complete_trial_config = parent_rpcs.complete_trial if parent_rpcs.respond_to? :complete_trial
      @complete_trial = ::Gapic::Config::Method.new complete_trial_config
      delete_trial_config = parent_rpcs.delete_trial if parent_rpcs.respond_to? :delete_trial
      @delete_trial = ::Gapic::Config::Method.new delete_trial_config
      check_trial_early_stopping_state_config = parent_rpcs.check_trial_early_stopping_state if parent_rpcs.respond_to? :check_trial_early_stopping_state
      @check_trial_early_stopping_state = ::Gapic::Config::Method.new check_trial_early_stopping_state_config
      stop_trial_config = parent_rpcs.stop_trial if parent_rpcs.respond_to? :stop_trial
      @stop_trial = ::Gapic::Config::Method.new stop_trial_config
      list_optimal_trials_config = parent_rpcs.list_optimal_trials if parent_rpcs.respond_to? :list_optimal_trials
      @list_optimal_trials = ::Gapic::Config::Method.new list_optimal_trials_config

      yield self if block_given?
    end
  end
end

#lib_version::String

The library version as recorded in instrumentation and logging

Returns:

  • (::String)


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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1723

class Configuration
  extend ::Gapic::Config

  # @private
  # The endpoint specific to the default "googleapis.com" universe. Deprecated.
  DEFAULT_ENDPOINT = "aiplatform.googleapis.com"

  config_attr :endpoint,      nil, ::String, nil
  config_attr :credentials,   nil do |value|
    allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil]
    allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC
    allowed.any? { |klass| klass === value }
  end
  config_attr :scope,         nil, ::String, ::Array, nil
  config_attr :lib_name,      nil, ::String, nil
  config_attr :lib_version,   nil, ::String, nil
  config_attr(:channel_args,  { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil)
  config_attr :interceptors,  nil, ::Array, nil
  config_attr :timeout,       nil, ::Numeric, nil
  config_attr :metadata,      nil, ::Hash, nil
  config_attr :retry_policy,  nil, ::Hash, ::Proc, nil
  config_attr :quota_project, nil, ::String, nil
  config_attr :universe_domain, nil, ::String, nil

  # @private
  def initialize parent_config = nil
    @parent_config = parent_config unless parent_config.nil?

    yield self if block_given?
  end

  ##
  # Configurations for individual RPCs
  # @return [Rpcs]
  #
  def rpcs
    @rpcs ||= begin
      parent_rpcs = nil
      parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
      Rpcs.new parent_rpcs
    end
  end

  ##
  # Configuration for the channel pool
  # @return [::Gapic::ServiceStub::ChannelPool::Configuration]
  #
  def channel_pool
    @channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
  end

  ##
  # Configuration RPC class for the VizierService API.
  #
  # Includes fields providing the configuration for each RPC in this service.
  # Each configuration object is of type `Gapic::Config::Method` and includes
  # the following configuration fields:
  #
  #  *  `timeout` (*type:* `Numeric`) - The call timeout in seconds
  #  *  `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers
  #  *  `retry_policy (*type:* `Hash`) - The retry policy. The policy fields
  #     include the following keys:
  #      *  `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds.
  #      *  `:max_delay` (*type:* `Numeric`) - The max delay in seconds.
  #      *  `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier.
  #      *  `:retry_codes` (*type:* `Array<String>`) - The error codes that should
  #         trigger a retry.
  #
  class Rpcs
    ##
    # RPC-specific configuration for `create_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_study
    ##
    # RPC-specific configuration for `get_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_study
    ##
    # RPC-specific configuration for `list_studies`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_studies
    ##
    # RPC-specific configuration for `delete_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_study
    ##
    # RPC-specific configuration for `lookup_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :lookup_study
    ##
    # RPC-specific configuration for `suggest_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :suggest_trials
    ##
    # RPC-specific configuration for `create_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_trial
    ##
    # RPC-specific configuration for `get_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_trial
    ##
    # RPC-specific configuration for `list_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_trials
    ##
    # RPC-specific configuration for `add_trial_measurement`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :add_trial_measurement
    ##
    # RPC-specific configuration for `complete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :complete_trial
    ##
    # RPC-specific configuration for `delete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_trial
    ##
    # RPC-specific configuration for `check_trial_early_stopping_state`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :check_trial_early_stopping_state
    ##
    # RPC-specific configuration for `stop_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :stop_trial
    ##
    # RPC-specific configuration for `list_optimal_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_optimal_trials

    # @private
    def initialize parent_rpcs = nil
      create_study_config = parent_rpcs.create_study if parent_rpcs.respond_to? :create_study
      @create_study = ::Gapic::Config::Method.new create_study_config
      get_study_config = parent_rpcs.get_study if parent_rpcs.respond_to? :get_study
      @get_study = ::Gapic::Config::Method.new get_study_config
      list_studies_config = parent_rpcs.list_studies if parent_rpcs.respond_to? :list_studies
      @list_studies = ::Gapic::Config::Method.new list_studies_config
      delete_study_config = parent_rpcs.delete_study if parent_rpcs.respond_to? :delete_study
      @delete_study = ::Gapic::Config::Method.new delete_study_config
      lookup_study_config = parent_rpcs.lookup_study if parent_rpcs.respond_to? :lookup_study
      @lookup_study = ::Gapic::Config::Method.new lookup_study_config
      suggest_trials_config = parent_rpcs.suggest_trials if parent_rpcs.respond_to? :suggest_trials
      @suggest_trials = ::Gapic::Config::Method.new suggest_trials_config
      create_trial_config = parent_rpcs.create_trial if parent_rpcs.respond_to? :create_trial
      @create_trial = ::Gapic::Config::Method.new create_trial_config
      get_trial_config = parent_rpcs.get_trial if parent_rpcs.respond_to? :get_trial
      @get_trial = ::Gapic::Config::Method.new get_trial_config
      list_trials_config = parent_rpcs.list_trials if parent_rpcs.respond_to? :list_trials
      @list_trials = ::Gapic::Config::Method.new list_trials_config
      add_trial_measurement_config = parent_rpcs.add_trial_measurement if parent_rpcs.respond_to? :add_trial_measurement
      @add_trial_measurement = ::Gapic::Config::Method.new add_trial_measurement_config
      complete_trial_config = parent_rpcs.complete_trial if parent_rpcs.respond_to? :complete_trial
      @complete_trial = ::Gapic::Config::Method.new complete_trial_config
      delete_trial_config = parent_rpcs.delete_trial if parent_rpcs.respond_to? :delete_trial
      @delete_trial = ::Gapic::Config::Method.new delete_trial_config
      check_trial_early_stopping_state_config = parent_rpcs.check_trial_early_stopping_state if parent_rpcs.respond_to? :check_trial_early_stopping_state
      @check_trial_early_stopping_state = ::Gapic::Config::Method.new check_trial_early_stopping_state_config
      stop_trial_config = parent_rpcs.stop_trial if parent_rpcs.respond_to? :stop_trial
      @stop_trial = ::Gapic::Config::Method.new stop_trial_config
      list_optimal_trials_config = parent_rpcs.list_optimal_trials if parent_rpcs.respond_to? :list_optimal_trials
      @list_optimal_trials = ::Gapic::Config::Method.new list_optimal_trials_config

      yield self if block_given?
    end
  end
end

#metadata::Hash{::Symbol=>::String}

Additional gRPC headers to be sent with the call.

Returns:

  • (::Hash{::Symbol=>::String})


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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1723

class Configuration
  extend ::Gapic::Config

  # @private
  # The endpoint specific to the default "googleapis.com" universe. Deprecated.
  DEFAULT_ENDPOINT = "aiplatform.googleapis.com"

  config_attr :endpoint,      nil, ::String, nil
  config_attr :credentials,   nil do |value|
    allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil]
    allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC
    allowed.any? { |klass| klass === value }
  end
  config_attr :scope,         nil, ::String, ::Array, nil
  config_attr :lib_name,      nil, ::String, nil
  config_attr :lib_version,   nil, ::String, nil
  config_attr(:channel_args,  { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil)
  config_attr :interceptors,  nil, ::Array, nil
  config_attr :timeout,       nil, ::Numeric, nil
  config_attr :metadata,      nil, ::Hash, nil
  config_attr :retry_policy,  nil, ::Hash, ::Proc, nil
  config_attr :quota_project, nil, ::String, nil
  config_attr :universe_domain, nil, ::String, nil

  # @private
  def initialize parent_config = nil
    @parent_config = parent_config unless parent_config.nil?

    yield self if block_given?
  end

  ##
  # Configurations for individual RPCs
  # @return [Rpcs]
  #
  def rpcs
    @rpcs ||= begin
      parent_rpcs = nil
      parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
      Rpcs.new parent_rpcs
    end
  end

  ##
  # Configuration for the channel pool
  # @return [::Gapic::ServiceStub::ChannelPool::Configuration]
  #
  def channel_pool
    @channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
  end

  ##
  # Configuration RPC class for the VizierService API.
  #
  # Includes fields providing the configuration for each RPC in this service.
  # Each configuration object is of type `Gapic::Config::Method` and includes
  # the following configuration fields:
  #
  #  *  `timeout` (*type:* `Numeric`) - The call timeout in seconds
  #  *  `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers
  #  *  `retry_policy (*type:* `Hash`) - The retry policy. The policy fields
  #     include the following keys:
  #      *  `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds.
  #      *  `:max_delay` (*type:* `Numeric`) - The max delay in seconds.
  #      *  `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier.
  #      *  `:retry_codes` (*type:* `Array<String>`) - The error codes that should
  #         trigger a retry.
  #
  class Rpcs
    ##
    # RPC-specific configuration for `create_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_study
    ##
    # RPC-specific configuration for `get_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_study
    ##
    # RPC-specific configuration for `list_studies`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_studies
    ##
    # RPC-specific configuration for `delete_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_study
    ##
    # RPC-specific configuration for `lookup_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :lookup_study
    ##
    # RPC-specific configuration for `suggest_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :suggest_trials
    ##
    # RPC-specific configuration for `create_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_trial
    ##
    # RPC-specific configuration for `get_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_trial
    ##
    # RPC-specific configuration for `list_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_trials
    ##
    # RPC-specific configuration for `add_trial_measurement`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :add_trial_measurement
    ##
    # RPC-specific configuration for `complete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :complete_trial
    ##
    # RPC-specific configuration for `delete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_trial
    ##
    # RPC-specific configuration for `check_trial_early_stopping_state`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :check_trial_early_stopping_state
    ##
    # RPC-specific configuration for `stop_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :stop_trial
    ##
    # RPC-specific configuration for `list_optimal_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_optimal_trials

    # @private
    def initialize parent_rpcs = nil
      create_study_config = parent_rpcs.create_study if parent_rpcs.respond_to? :create_study
      @create_study = ::Gapic::Config::Method.new create_study_config
      get_study_config = parent_rpcs.get_study if parent_rpcs.respond_to? :get_study
      @get_study = ::Gapic::Config::Method.new get_study_config
      list_studies_config = parent_rpcs.list_studies if parent_rpcs.respond_to? :list_studies
      @list_studies = ::Gapic::Config::Method.new list_studies_config
      delete_study_config = parent_rpcs.delete_study if parent_rpcs.respond_to? :delete_study
      @delete_study = ::Gapic::Config::Method.new delete_study_config
      lookup_study_config = parent_rpcs.lookup_study if parent_rpcs.respond_to? :lookup_study
      @lookup_study = ::Gapic::Config::Method.new lookup_study_config
      suggest_trials_config = parent_rpcs.suggest_trials if parent_rpcs.respond_to? :suggest_trials
      @suggest_trials = ::Gapic::Config::Method.new suggest_trials_config
      create_trial_config = parent_rpcs.create_trial if parent_rpcs.respond_to? :create_trial
      @create_trial = ::Gapic::Config::Method.new create_trial_config
      get_trial_config = parent_rpcs.get_trial if parent_rpcs.respond_to? :get_trial
      @get_trial = ::Gapic::Config::Method.new get_trial_config
      list_trials_config = parent_rpcs.list_trials if parent_rpcs.respond_to? :list_trials
      @list_trials = ::Gapic::Config::Method.new list_trials_config
      add_trial_measurement_config = parent_rpcs.add_trial_measurement if parent_rpcs.respond_to? :add_trial_measurement
      @add_trial_measurement = ::Gapic::Config::Method.new add_trial_measurement_config
      complete_trial_config = parent_rpcs.complete_trial if parent_rpcs.respond_to? :complete_trial
      @complete_trial = ::Gapic::Config::Method.new complete_trial_config
      delete_trial_config = parent_rpcs.delete_trial if parent_rpcs.respond_to? :delete_trial
      @delete_trial = ::Gapic::Config::Method.new delete_trial_config
      check_trial_early_stopping_state_config = parent_rpcs.check_trial_early_stopping_state if parent_rpcs.respond_to? :check_trial_early_stopping_state
      @check_trial_early_stopping_state = ::Gapic::Config::Method.new check_trial_early_stopping_state_config
      stop_trial_config = parent_rpcs.stop_trial if parent_rpcs.respond_to? :stop_trial
      @stop_trial = ::Gapic::Config::Method.new stop_trial_config
      list_optimal_trials_config = parent_rpcs.list_optimal_trials if parent_rpcs.respond_to? :list_optimal_trials
      @list_optimal_trials = ::Gapic::Config::Method.new list_optimal_trials_config

      yield self if block_given?
    end
  end
end

#quota_project::String

A separate project against which to charge quota.

Returns:

  • (::String)


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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1723

class Configuration
  extend ::Gapic::Config

  # @private
  # The endpoint specific to the default "googleapis.com" universe. Deprecated.
  DEFAULT_ENDPOINT = "aiplatform.googleapis.com"

  config_attr :endpoint,      nil, ::String, nil
  config_attr :credentials,   nil do |value|
    allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil]
    allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC
    allowed.any? { |klass| klass === value }
  end
  config_attr :scope,         nil, ::String, ::Array, nil
  config_attr :lib_name,      nil, ::String, nil
  config_attr :lib_version,   nil, ::String, nil
  config_attr(:channel_args,  { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil)
  config_attr :interceptors,  nil, ::Array, nil
  config_attr :timeout,       nil, ::Numeric, nil
  config_attr :metadata,      nil, ::Hash, nil
  config_attr :retry_policy,  nil, ::Hash, ::Proc, nil
  config_attr :quota_project, nil, ::String, nil
  config_attr :universe_domain, nil, ::String, nil

  # @private
  def initialize parent_config = nil
    @parent_config = parent_config unless parent_config.nil?

    yield self if block_given?
  end

  ##
  # Configurations for individual RPCs
  # @return [Rpcs]
  #
  def rpcs
    @rpcs ||= begin
      parent_rpcs = nil
      parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
      Rpcs.new parent_rpcs
    end
  end

  ##
  # Configuration for the channel pool
  # @return [::Gapic::ServiceStub::ChannelPool::Configuration]
  #
  def channel_pool
    @channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
  end

  ##
  # Configuration RPC class for the VizierService API.
  #
  # Includes fields providing the configuration for each RPC in this service.
  # Each configuration object is of type `Gapic::Config::Method` and includes
  # the following configuration fields:
  #
  #  *  `timeout` (*type:* `Numeric`) - The call timeout in seconds
  #  *  `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers
  #  *  `retry_policy (*type:* `Hash`) - The retry policy. The policy fields
  #     include the following keys:
  #      *  `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds.
  #      *  `:max_delay` (*type:* `Numeric`) - The max delay in seconds.
  #      *  `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier.
  #      *  `:retry_codes` (*type:* `Array<String>`) - The error codes that should
  #         trigger a retry.
  #
  class Rpcs
    ##
    # RPC-specific configuration for `create_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_study
    ##
    # RPC-specific configuration for `get_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_study
    ##
    # RPC-specific configuration for `list_studies`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_studies
    ##
    # RPC-specific configuration for `delete_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_study
    ##
    # RPC-specific configuration for `lookup_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :lookup_study
    ##
    # RPC-specific configuration for `suggest_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :suggest_trials
    ##
    # RPC-specific configuration for `create_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_trial
    ##
    # RPC-specific configuration for `get_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_trial
    ##
    # RPC-specific configuration for `list_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_trials
    ##
    # RPC-specific configuration for `add_trial_measurement`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :add_trial_measurement
    ##
    # RPC-specific configuration for `complete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :complete_trial
    ##
    # RPC-specific configuration for `delete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_trial
    ##
    # RPC-specific configuration for `check_trial_early_stopping_state`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :check_trial_early_stopping_state
    ##
    # RPC-specific configuration for `stop_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :stop_trial
    ##
    # RPC-specific configuration for `list_optimal_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_optimal_trials

    # @private
    def initialize parent_rpcs = nil
      create_study_config = parent_rpcs.create_study if parent_rpcs.respond_to? :create_study
      @create_study = ::Gapic::Config::Method.new create_study_config
      get_study_config = parent_rpcs.get_study if parent_rpcs.respond_to? :get_study
      @get_study = ::Gapic::Config::Method.new get_study_config
      list_studies_config = parent_rpcs.list_studies if parent_rpcs.respond_to? :list_studies
      @list_studies = ::Gapic::Config::Method.new list_studies_config
      delete_study_config = parent_rpcs.delete_study if parent_rpcs.respond_to? :delete_study
      @delete_study = ::Gapic::Config::Method.new delete_study_config
      lookup_study_config = parent_rpcs.lookup_study if parent_rpcs.respond_to? :lookup_study
      @lookup_study = ::Gapic::Config::Method.new lookup_study_config
      suggest_trials_config = parent_rpcs.suggest_trials if parent_rpcs.respond_to? :suggest_trials
      @suggest_trials = ::Gapic::Config::Method.new suggest_trials_config
      create_trial_config = parent_rpcs.create_trial if parent_rpcs.respond_to? :create_trial
      @create_trial = ::Gapic::Config::Method.new create_trial_config
      get_trial_config = parent_rpcs.get_trial if parent_rpcs.respond_to? :get_trial
      @get_trial = ::Gapic::Config::Method.new get_trial_config
      list_trials_config = parent_rpcs.list_trials if parent_rpcs.respond_to? :list_trials
      @list_trials = ::Gapic::Config::Method.new list_trials_config
      add_trial_measurement_config = parent_rpcs.add_trial_measurement if parent_rpcs.respond_to? :add_trial_measurement
      @add_trial_measurement = ::Gapic::Config::Method.new add_trial_measurement_config
      complete_trial_config = parent_rpcs.complete_trial if parent_rpcs.respond_to? :complete_trial
      @complete_trial = ::Gapic::Config::Method.new complete_trial_config
      delete_trial_config = parent_rpcs.delete_trial if parent_rpcs.respond_to? :delete_trial
      @delete_trial = ::Gapic::Config::Method.new delete_trial_config
      check_trial_early_stopping_state_config = parent_rpcs.check_trial_early_stopping_state if parent_rpcs.respond_to? :check_trial_early_stopping_state
      @check_trial_early_stopping_state = ::Gapic::Config::Method.new check_trial_early_stopping_state_config
      stop_trial_config = parent_rpcs.stop_trial if parent_rpcs.respond_to? :stop_trial
      @stop_trial = ::Gapic::Config::Method.new stop_trial_config
      list_optimal_trials_config = parent_rpcs.list_optimal_trials if parent_rpcs.respond_to? :list_optimal_trials
      @list_optimal_trials = ::Gapic::Config::Method.new list_optimal_trials_config

      yield self if block_given?
    end
  end
end

#retry_policy::Hash

The retry policy. The value is a hash with the following keys:

  • :initial_delay (type: Numeric) - The initial delay in seconds.
  • :max_delay (type: Numeric) - The max delay in seconds.
  • :multiplier (type: Numeric) - The incremental backoff multiplier.
  • :retry_codes (type: Array<String>) - The error codes that should trigger a retry.

Returns:

  • (::Hash)


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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1723

class Configuration
  extend ::Gapic::Config

  # @private
  # The endpoint specific to the default "googleapis.com" universe. Deprecated.
  DEFAULT_ENDPOINT = "aiplatform.googleapis.com"

  config_attr :endpoint,      nil, ::String, nil
  config_attr :credentials,   nil do |value|
    allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil]
    allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC
    allowed.any? { |klass| klass === value }
  end
  config_attr :scope,         nil, ::String, ::Array, nil
  config_attr :lib_name,      nil, ::String, nil
  config_attr :lib_version,   nil, ::String, nil
  config_attr(:channel_args,  { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil)
  config_attr :interceptors,  nil, ::Array, nil
  config_attr :timeout,       nil, ::Numeric, nil
  config_attr :metadata,      nil, ::Hash, nil
  config_attr :retry_policy,  nil, ::Hash, ::Proc, nil
  config_attr :quota_project, nil, ::String, nil
  config_attr :universe_domain, nil, ::String, nil

  # @private
  def initialize parent_config = nil
    @parent_config = parent_config unless parent_config.nil?

    yield self if block_given?
  end

  ##
  # Configurations for individual RPCs
  # @return [Rpcs]
  #
  def rpcs
    @rpcs ||= begin
      parent_rpcs = nil
      parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
      Rpcs.new parent_rpcs
    end
  end

  ##
  # Configuration for the channel pool
  # @return [::Gapic::ServiceStub::ChannelPool::Configuration]
  #
  def channel_pool
    @channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
  end

  ##
  # Configuration RPC class for the VizierService API.
  #
  # Includes fields providing the configuration for each RPC in this service.
  # Each configuration object is of type `Gapic::Config::Method` and includes
  # the following configuration fields:
  #
  #  *  `timeout` (*type:* `Numeric`) - The call timeout in seconds
  #  *  `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers
  #  *  `retry_policy (*type:* `Hash`) - The retry policy. The policy fields
  #     include the following keys:
  #      *  `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds.
  #      *  `:max_delay` (*type:* `Numeric`) - The max delay in seconds.
  #      *  `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier.
  #      *  `:retry_codes` (*type:* `Array<String>`) - The error codes that should
  #         trigger a retry.
  #
  class Rpcs
    ##
    # RPC-specific configuration for `create_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_study
    ##
    # RPC-specific configuration for `get_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_study
    ##
    # RPC-specific configuration for `list_studies`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_studies
    ##
    # RPC-specific configuration for `delete_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_study
    ##
    # RPC-specific configuration for `lookup_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :lookup_study
    ##
    # RPC-specific configuration for `suggest_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :suggest_trials
    ##
    # RPC-specific configuration for `create_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_trial
    ##
    # RPC-specific configuration for `get_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_trial
    ##
    # RPC-specific configuration for `list_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_trials
    ##
    # RPC-specific configuration for `add_trial_measurement`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :add_trial_measurement
    ##
    # RPC-specific configuration for `complete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :complete_trial
    ##
    # RPC-specific configuration for `delete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_trial
    ##
    # RPC-specific configuration for `check_trial_early_stopping_state`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :check_trial_early_stopping_state
    ##
    # RPC-specific configuration for `stop_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :stop_trial
    ##
    # RPC-specific configuration for `list_optimal_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_optimal_trials

    # @private
    def initialize parent_rpcs = nil
      create_study_config = parent_rpcs.create_study if parent_rpcs.respond_to? :create_study
      @create_study = ::Gapic::Config::Method.new create_study_config
      get_study_config = parent_rpcs.get_study if parent_rpcs.respond_to? :get_study
      @get_study = ::Gapic::Config::Method.new get_study_config
      list_studies_config = parent_rpcs.list_studies if parent_rpcs.respond_to? :list_studies
      @list_studies = ::Gapic::Config::Method.new list_studies_config
      delete_study_config = parent_rpcs.delete_study if parent_rpcs.respond_to? :delete_study
      @delete_study = ::Gapic::Config::Method.new delete_study_config
      lookup_study_config = parent_rpcs.lookup_study if parent_rpcs.respond_to? :lookup_study
      @lookup_study = ::Gapic::Config::Method.new lookup_study_config
      suggest_trials_config = parent_rpcs.suggest_trials if parent_rpcs.respond_to? :suggest_trials
      @suggest_trials = ::Gapic::Config::Method.new suggest_trials_config
      create_trial_config = parent_rpcs.create_trial if parent_rpcs.respond_to? :create_trial
      @create_trial = ::Gapic::Config::Method.new create_trial_config
      get_trial_config = parent_rpcs.get_trial if parent_rpcs.respond_to? :get_trial
      @get_trial = ::Gapic::Config::Method.new get_trial_config
      list_trials_config = parent_rpcs.list_trials if parent_rpcs.respond_to? :list_trials
      @list_trials = ::Gapic::Config::Method.new list_trials_config
      add_trial_measurement_config = parent_rpcs.add_trial_measurement if parent_rpcs.respond_to? :add_trial_measurement
      @add_trial_measurement = ::Gapic::Config::Method.new add_trial_measurement_config
      complete_trial_config = parent_rpcs.complete_trial if parent_rpcs.respond_to? :complete_trial
      @complete_trial = ::Gapic::Config::Method.new complete_trial_config
      delete_trial_config = parent_rpcs.delete_trial if parent_rpcs.respond_to? :delete_trial
      @delete_trial = ::Gapic::Config::Method.new delete_trial_config
      check_trial_early_stopping_state_config = parent_rpcs.check_trial_early_stopping_state if parent_rpcs.respond_to? :check_trial_early_stopping_state
      @check_trial_early_stopping_state = ::Gapic::Config::Method.new check_trial_early_stopping_state_config
      stop_trial_config = parent_rpcs.stop_trial if parent_rpcs.respond_to? :stop_trial
      @stop_trial = ::Gapic::Config::Method.new stop_trial_config
      list_optimal_trials_config = parent_rpcs.list_optimal_trials if parent_rpcs.respond_to? :list_optimal_trials
      @list_optimal_trials = ::Gapic::Config::Method.new list_optimal_trials_config

      yield self if block_given?
    end
  end
end

#scope::Array<::String>

The OAuth scopes

Returns:

  • (::Array<::String>)


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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1723

class Configuration
  extend ::Gapic::Config

  # @private
  # The endpoint specific to the default "googleapis.com" universe. Deprecated.
  DEFAULT_ENDPOINT = "aiplatform.googleapis.com"

  config_attr :endpoint,      nil, ::String, nil
  config_attr :credentials,   nil do |value|
    allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil]
    allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC
    allowed.any? { |klass| klass === value }
  end
  config_attr :scope,         nil, ::String, ::Array, nil
  config_attr :lib_name,      nil, ::String, nil
  config_attr :lib_version,   nil, ::String, nil
  config_attr(:channel_args,  { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil)
  config_attr :interceptors,  nil, ::Array, nil
  config_attr :timeout,       nil, ::Numeric, nil
  config_attr :metadata,      nil, ::Hash, nil
  config_attr :retry_policy,  nil, ::Hash, ::Proc, nil
  config_attr :quota_project, nil, ::String, nil
  config_attr :universe_domain, nil, ::String, nil

  # @private
  def initialize parent_config = nil
    @parent_config = parent_config unless parent_config.nil?

    yield self if block_given?
  end

  ##
  # Configurations for individual RPCs
  # @return [Rpcs]
  #
  def rpcs
    @rpcs ||= begin
      parent_rpcs = nil
      parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
      Rpcs.new parent_rpcs
    end
  end

  ##
  # Configuration for the channel pool
  # @return [::Gapic::ServiceStub::ChannelPool::Configuration]
  #
  def channel_pool
    @channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
  end

  ##
  # Configuration RPC class for the VizierService API.
  #
  # Includes fields providing the configuration for each RPC in this service.
  # Each configuration object is of type `Gapic::Config::Method` and includes
  # the following configuration fields:
  #
  #  *  `timeout` (*type:* `Numeric`) - The call timeout in seconds
  #  *  `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers
  #  *  `retry_policy (*type:* `Hash`) - The retry policy. The policy fields
  #     include the following keys:
  #      *  `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds.
  #      *  `:max_delay` (*type:* `Numeric`) - The max delay in seconds.
  #      *  `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier.
  #      *  `:retry_codes` (*type:* `Array<String>`) - The error codes that should
  #         trigger a retry.
  #
  class Rpcs
    ##
    # RPC-specific configuration for `create_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_study
    ##
    # RPC-specific configuration for `get_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_study
    ##
    # RPC-specific configuration for `list_studies`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_studies
    ##
    # RPC-specific configuration for `delete_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_study
    ##
    # RPC-specific configuration for `lookup_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :lookup_study
    ##
    # RPC-specific configuration for `suggest_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :suggest_trials
    ##
    # RPC-specific configuration for `create_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_trial
    ##
    # RPC-specific configuration for `get_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_trial
    ##
    # RPC-specific configuration for `list_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_trials
    ##
    # RPC-specific configuration for `add_trial_measurement`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :add_trial_measurement
    ##
    # RPC-specific configuration for `complete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :complete_trial
    ##
    # RPC-specific configuration for `delete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_trial
    ##
    # RPC-specific configuration for `check_trial_early_stopping_state`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :check_trial_early_stopping_state
    ##
    # RPC-specific configuration for `stop_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :stop_trial
    ##
    # RPC-specific configuration for `list_optimal_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_optimal_trials

    # @private
    def initialize parent_rpcs = nil
      create_study_config = parent_rpcs.create_study if parent_rpcs.respond_to? :create_study
      @create_study = ::Gapic::Config::Method.new create_study_config
      get_study_config = parent_rpcs.get_study if parent_rpcs.respond_to? :get_study
      @get_study = ::Gapic::Config::Method.new get_study_config
      list_studies_config = parent_rpcs.list_studies if parent_rpcs.respond_to? :list_studies
      @list_studies = ::Gapic::Config::Method.new list_studies_config
      delete_study_config = parent_rpcs.delete_study if parent_rpcs.respond_to? :delete_study
      @delete_study = ::Gapic::Config::Method.new delete_study_config
      lookup_study_config = parent_rpcs.lookup_study if parent_rpcs.respond_to? :lookup_study
      @lookup_study = ::Gapic::Config::Method.new lookup_study_config
      suggest_trials_config = parent_rpcs.suggest_trials if parent_rpcs.respond_to? :suggest_trials
      @suggest_trials = ::Gapic::Config::Method.new suggest_trials_config
      create_trial_config = parent_rpcs.create_trial if parent_rpcs.respond_to? :create_trial
      @create_trial = ::Gapic::Config::Method.new create_trial_config
      get_trial_config = parent_rpcs.get_trial if parent_rpcs.respond_to? :get_trial
      @get_trial = ::Gapic::Config::Method.new get_trial_config
      list_trials_config = parent_rpcs.list_trials if parent_rpcs.respond_to? :list_trials
      @list_trials = ::Gapic::Config::Method.new list_trials_config
      add_trial_measurement_config = parent_rpcs.add_trial_measurement if parent_rpcs.respond_to? :add_trial_measurement
      @add_trial_measurement = ::Gapic::Config::Method.new add_trial_measurement_config
      complete_trial_config = parent_rpcs.complete_trial if parent_rpcs.respond_to? :complete_trial
      @complete_trial = ::Gapic::Config::Method.new complete_trial_config
      delete_trial_config = parent_rpcs.delete_trial if parent_rpcs.respond_to? :delete_trial
      @delete_trial = ::Gapic::Config::Method.new delete_trial_config
      check_trial_early_stopping_state_config = parent_rpcs.check_trial_early_stopping_state if parent_rpcs.respond_to? :check_trial_early_stopping_state
      @check_trial_early_stopping_state = ::Gapic::Config::Method.new check_trial_early_stopping_state_config
      stop_trial_config = parent_rpcs.stop_trial if parent_rpcs.respond_to? :stop_trial
      @stop_trial = ::Gapic::Config::Method.new stop_trial_config
      list_optimal_trials_config = parent_rpcs.list_optimal_trials if parent_rpcs.respond_to? :list_optimal_trials
      @list_optimal_trials = ::Gapic::Config::Method.new list_optimal_trials_config

      yield self if block_given?
    end
  end
end

#timeout::Numeric

The call timeout in seconds.

Returns:

  • (::Numeric)


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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1723

class Configuration
  extend ::Gapic::Config

  # @private
  # The endpoint specific to the default "googleapis.com" universe. Deprecated.
  DEFAULT_ENDPOINT = "aiplatform.googleapis.com"

  config_attr :endpoint,      nil, ::String, nil
  config_attr :credentials,   nil do |value|
    allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil]
    allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC
    allowed.any? { |klass| klass === value }
  end
  config_attr :scope,         nil, ::String, ::Array, nil
  config_attr :lib_name,      nil, ::String, nil
  config_attr :lib_version,   nil, ::String, nil
  config_attr(:channel_args,  { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil)
  config_attr :interceptors,  nil, ::Array, nil
  config_attr :timeout,       nil, ::Numeric, nil
  config_attr :metadata,      nil, ::Hash, nil
  config_attr :retry_policy,  nil, ::Hash, ::Proc, nil
  config_attr :quota_project, nil, ::String, nil
  config_attr :universe_domain, nil, ::String, nil

  # @private
  def initialize parent_config = nil
    @parent_config = parent_config unless parent_config.nil?

    yield self if block_given?
  end

  ##
  # Configurations for individual RPCs
  # @return [Rpcs]
  #
  def rpcs
    @rpcs ||= begin
      parent_rpcs = nil
      parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
      Rpcs.new parent_rpcs
    end
  end

  ##
  # Configuration for the channel pool
  # @return [::Gapic::ServiceStub::ChannelPool::Configuration]
  #
  def channel_pool
    @channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
  end

  ##
  # Configuration RPC class for the VizierService API.
  #
  # Includes fields providing the configuration for each RPC in this service.
  # Each configuration object is of type `Gapic::Config::Method` and includes
  # the following configuration fields:
  #
  #  *  `timeout` (*type:* `Numeric`) - The call timeout in seconds
  #  *  `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers
  #  *  `retry_policy (*type:* `Hash`) - The retry policy. The policy fields
  #     include the following keys:
  #      *  `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds.
  #      *  `:max_delay` (*type:* `Numeric`) - The max delay in seconds.
  #      *  `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier.
  #      *  `:retry_codes` (*type:* `Array<String>`) - The error codes that should
  #         trigger a retry.
  #
  class Rpcs
    ##
    # RPC-specific configuration for `create_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_study
    ##
    # RPC-specific configuration for `get_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_study
    ##
    # RPC-specific configuration for `list_studies`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_studies
    ##
    # RPC-specific configuration for `delete_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_study
    ##
    # RPC-specific configuration for `lookup_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :lookup_study
    ##
    # RPC-specific configuration for `suggest_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :suggest_trials
    ##
    # RPC-specific configuration for `create_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_trial
    ##
    # RPC-specific configuration for `get_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_trial
    ##
    # RPC-specific configuration for `list_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_trials
    ##
    # RPC-specific configuration for `add_trial_measurement`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :add_trial_measurement
    ##
    # RPC-specific configuration for `complete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :complete_trial
    ##
    # RPC-specific configuration for `delete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_trial
    ##
    # RPC-specific configuration for `check_trial_early_stopping_state`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :check_trial_early_stopping_state
    ##
    # RPC-specific configuration for `stop_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :stop_trial
    ##
    # RPC-specific configuration for `list_optimal_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_optimal_trials

    # @private
    def initialize parent_rpcs = nil
      create_study_config = parent_rpcs.create_study if parent_rpcs.respond_to? :create_study
      @create_study = ::Gapic::Config::Method.new create_study_config
      get_study_config = parent_rpcs.get_study if parent_rpcs.respond_to? :get_study
      @get_study = ::Gapic::Config::Method.new get_study_config
      list_studies_config = parent_rpcs.list_studies if parent_rpcs.respond_to? :list_studies
      @list_studies = ::Gapic::Config::Method.new list_studies_config
      delete_study_config = parent_rpcs.delete_study if parent_rpcs.respond_to? :delete_study
      @delete_study = ::Gapic::Config::Method.new delete_study_config
      lookup_study_config = parent_rpcs.lookup_study if parent_rpcs.respond_to? :lookup_study
      @lookup_study = ::Gapic::Config::Method.new lookup_study_config
      suggest_trials_config = parent_rpcs.suggest_trials if parent_rpcs.respond_to? :suggest_trials
      @suggest_trials = ::Gapic::Config::Method.new suggest_trials_config
      create_trial_config = parent_rpcs.create_trial if parent_rpcs.respond_to? :create_trial
      @create_trial = ::Gapic::Config::Method.new create_trial_config
      get_trial_config = parent_rpcs.get_trial if parent_rpcs.respond_to? :get_trial
      @get_trial = ::Gapic::Config::Method.new get_trial_config
      list_trials_config = parent_rpcs.list_trials if parent_rpcs.respond_to? :list_trials
      @list_trials = ::Gapic::Config::Method.new list_trials_config
      add_trial_measurement_config = parent_rpcs.add_trial_measurement if parent_rpcs.respond_to? :add_trial_measurement
      @add_trial_measurement = ::Gapic::Config::Method.new add_trial_measurement_config
      complete_trial_config = parent_rpcs.complete_trial if parent_rpcs.respond_to? :complete_trial
      @complete_trial = ::Gapic::Config::Method.new complete_trial_config
      delete_trial_config = parent_rpcs.delete_trial if parent_rpcs.respond_to? :delete_trial
      @delete_trial = ::Gapic::Config::Method.new delete_trial_config
      check_trial_early_stopping_state_config = parent_rpcs.check_trial_early_stopping_state if parent_rpcs.respond_to? :check_trial_early_stopping_state
      @check_trial_early_stopping_state = ::Gapic::Config::Method.new check_trial_early_stopping_state_config
      stop_trial_config = parent_rpcs.stop_trial if parent_rpcs.respond_to? :stop_trial
      @stop_trial = ::Gapic::Config::Method.new stop_trial_config
      list_optimal_trials_config = parent_rpcs.list_optimal_trials if parent_rpcs.respond_to? :list_optimal_trials
      @list_optimal_trials = ::Gapic::Config::Method.new list_optimal_trials_config

      yield self if block_given?
    end
  end
end

#universe_domain::String?

The universe domain within which to make requests. This determines the default endpoint URL. The default value of nil uses the environment universe (usually the default "googleapis.com" universe).

Returns:

  • (::String, nil)


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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1723

class Configuration
  extend ::Gapic::Config

  # @private
  # The endpoint specific to the default "googleapis.com" universe. Deprecated.
  DEFAULT_ENDPOINT = "aiplatform.googleapis.com"

  config_attr :endpoint,      nil, ::String, nil
  config_attr :credentials,   nil do |value|
    allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil]
    allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC
    allowed.any? { |klass| klass === value }
  end
  config_attr :scope,         nil, ::String, ::Array, nil
  config_attr :lib_name,      nil, ::String, nil
  config_attr :lib_version,   nil, ::String, nil
  config_attr(:channel_args,  { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil)
  config_attr :interceptors,  nil, ::Array, nil
  config_attr :timeout,       nil, ::Numeric, nil
  config_attr :metadata,      nil, ::Hash, nil
  config_attr :retry_policy,  nil, ::Hash, ::Proc, nil
  config_attr :quota_project, nil, ::String, nil
  config_attr :universe_domain, nil, ::String, nil

  # @private
  def initialize parent_config = nil
    @parent_config = parent_config unless parent_config.nil?

    yield self if block_given?
  end

  ##
  # Configurations for individual RPCs
  # @return [Rpcs]
  #
  def rpcs
    @rpcs ||= begin
      parent_rpcs = nil
      parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
      Rpcs.new parent_rpcs
    end
  end

  ##
  # Configuration for the channel pool
  # @return [::Gapic::ServiceStub::ChannelPool::Configuration]
  #
  def channel_pool
    @channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
  end

  ##
  # Configuration RPC class for the VizierService API.
  #
  # Includes fields providing the configuration for each RPC in this service.
  # Each configuration object is of type `Gapic::Config::Method` and includes
  # the following configuration fields:
  #
  #  *  `timeout` (*type:* `Numeric`) - The call timeout in seconds
  #  *  `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers
  #  *  `retry_policy (*type:* `Hash`) - The retry policy. The policy fields
  #     include the following keys:
  #      *  `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds.
  #      *  `:max_delay` (*type:* `Numeric`) - The max delay in seconds.
  #      *  `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier.
  #      *  `:retry_codes` (*type:* `Array<String>`) - The error codes that should
  #         trigger a retry.
  #
  class Rpcs
    ##
    # RPC-specific configuration for `create_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_study
    ##
    # RPC-specific configuration for `get_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_study
    ##
    # RPC-specific configuration for `list_studies`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_studies
    ##
    # RPC-specific configuration for `delete_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_study
    ##
    # RPC-specific configuration for `lookup_study`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :lookup_study
    ##
    # RPC-specific configuration for `suggest_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :suggest_trials
    ##
    # RPC-specific configuration for `create_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :create_trial
    ##
    # RPC-specific configuration for `get_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :get_trial
    ##
    # RPC-specific configuration for `list_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_trials
    ##
    # RPC-specific configuration for `add_trial_measurement`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :add_trial_measurement
    ##
    # RPC-specific configuration for `complete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :complete_trial
    ##
    # RPC-specific configuration for `delete_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :delete_trial
    ##
    # RPC-specific configuration for `check_trial_early_stopping_state`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :check_trial_early_stopping_state
    ##
    # RPC-specific configuration for `stop_trial`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :stop_trial
    ##
    # RPC-specific configuration for `list_optimal_trials`
    # @return [::Gapic::Config::Method]
    #
    attr_reader :list_optimal_trials

    # @private
    def initialize parent_rpcs = nil
      create_study_config = parent_rpcs.create_study if parent_rpcs.respond_to? :create_study
      @create_study = ::Gapic::Config::Method.new create_study_config
      get_study_config = parent_rpcs.get_study if parent_rpcs.respond_to? :get_study
      @get_study = ::Gapic::Config::Method.new get_study_config
      list_studies_config = parent_rpcs.list_studies if parent_rpcs.respond_to? :list_studies
      @list_studies = ::Gapic::Config::Method.new list_studies_config
      delete_study_config = parent_rpcs.delete_study if parent_rpcs.respond_to? :delete_study
      @delete_study = ::Gapic::Config::Method.new delete_study_config
      lookup_study_config = parent_rpcs.lookup_study if parent_rpcs.respond_to? :lookup_study
      @lookup_study = ::Gapic::Config::Method.new lookup_study_config
      suggest_trials_config = parent_rpcs.suggest_trials if parent_rpcs.respond_to? :suggest_trials
      @suggest_trials = ::Gapic::Config::Method.new suggest_trials_config
      create_trial_config = parent_rpcs.create_trial if parent_rpcs.respond_to? :create_trial
      @create_trial = ::Gapic::Config::Method.new create_trial_config
      get_trial_config = parent_rpcs.get_trial if parent_rpcs.respond_to? :get_trial
      @get_trial = ::Gapic::Config::Method.new get_trial_config
      list_trials_config = parent_rpcs.list_trials if parent_rpcs.respond_to? :list_trials
      @list_trials = ::Gapic::Config::Method.new list_trials_config
      add_trial_measurement_config = parent_rpcs.add_trial_measurement if parent_rpcs.respond_to? :add_trial_measurement
      @add_trial_measurement = ::Gapic::Config::Method.new add_trial_measurement_config
      complete_trial_config = parent_rpcs.complete_trial if parent_rpcs.respond_to? :complete_trial
      @complete_trial = ::Gapic::Config::Method.new complete_trial_config
      delete_trial_config = parent_rpcs.delete_trial if parent_rpcs.respond_to? :delete_trial
      @delete_trial = ::Gapic::Config::Method.new delete_trial_config
      check_trial_early_stopping_state_config = parent_rpcs.check_trial_early_stopping_state if parent_rpcs.respond_to? :check_trial_early_stopping_state
      @check_trial_early_stopping_state = ::Gapic::Config::Method.new check_trial_early_stopping_state_config
      stop_trial_config = parent_rpcs.stop_trial if parent_rpcs.respond_to? :stop_trial
      @stop_trial = ::Gapic::Config::Method.new stop_trial_config
      list_optimal_trials_config = parent_rpcs.list_optimal_trials if parent_rpcs.respond_to? :list_optimal_trials
      @list_optimal_trials = ::Gapic::Config::Method.new list_optimal_trials_config

      yield self if block_given?
    end
  end
end

Instance Method Details

#channel_pool::Gapic::ServiceStub::ChannelPool::Configuration

Configuration for the channel pool

Returns:

  • (::Gapic::ServiceStub::ChannelPool::Configuration)


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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1770

def channel_pool
  @channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
end

#rpcsRpcs

Configurations for individual RPCs

Returns:



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# File 'lib/google/cloud/ai_platform/v1/vizier_service/client.rb', line 1758

def rpcs
  @rpcs ||= begin
    parent_rpcs = nil
    parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
    Rpcs.new parent_rpcs
  end
end