# frozen_string_literal: true

# Copyright 2024 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     https://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

# Auto-generated by gapic-generator-ruby. DO NOT EDIT!

require "google/cloud/errors"
require "google/cloud/aiplatform/v1/job_service_pb"
require "google/cloud/ai_platform/v1/job_service/rest/service_stub"
require "google/cloud/location/rest"
require "google/iam/v1/rest"

module Google
  module Cloud
    module AIPlatform
      module V1
        module JobService
          module Rest
            ##
            # REST client for the JobService service.
            #
            # A service for creating and managing Vertex AI's jobs.
            #
            class Client
              # @private
              API_VERSION = ""

              # @private
              DEFAULT_ENDPOINT_TEMPLATE = "aiplatform.$UNIVERSE_DOMAIN$"

              include Paths

              # @private
              attr_reader :job_service_stub

              ##
              # Configure the JobService Client class.
              #
              # See {::Google::Cloud::AIPlatform::V1::JobService::Rest::Client::Configuration}
              # for a description of the configuration fields.
              #
              # @example
              #
              #   # Modify the configuration for all JobService clients
              #   ::Google::Cloud::AIPlatform::V1::JobService::Rest::Client.configure do |config|
              #     config.timeout = 10.0
              #   end
              #
              # @yield [config] Configure the Client client.
              # @yieldparam config [Client::Configuration]
              #
              # @return [Client::Configuration]
              #
              def self.configure
                @configure ||= begin
                  namespace = ["Google", "Cloud", "AIPlatform", "V1"]
                  parent_config = while namespace.any?
                                    parent_name = namespace.join "::"
                                    parent_const = const_get parent_name
                                    break parent_const.configure if parent_const.respond_to? :configure
                                    namespace.pop
                                  end
                  default_config = Client::Configuration.new parent_config

                  default_config
                end
                yield @configure if block_given?
                @configure
              end

              ##
              # Configure the JobService Client instance.
              #
              # The configuration is set to the derived mode, meaning that values can be changed,
              # but structural changes (adding new fields, etc.) are not allowed. Structural changes
              # should be made on {Client.configure}.
              #
              # See {::Google::Cloud::AIPlatform::V1::JobService::Rest::Client::Configuration}
              # for a description of the configuration fields.
              #
              # @yield [config] Configure the Client client.
              # @yieldparam config [Client::Configuration]
              #
              # @return [Client::Configuration]
              #
              def configure
                yield @config if block_given?
                @config
              end

              ##
              # The effective universe domain
              #
              # @return [String]
              #
              def universe_domain
                @job_service_stub.universe_domain
              end

              ##
              # Create a new JobService REST client object.
              #
              # @example
              #
              #   # Create a client using the default configuration
              #   client = ::Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a client using a custom configuration
              #   client = ::Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new do |config|
              #     config.timeout = 10.0
              #   end
              #
              # @yield [config] Configure the JobService client.
              # @yieldparam config [Client::Configuration]
              #
              def initialize
                # Create the configuration object
                @config = Configuration.new Client.configure

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

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

                @quota_project_id = @config.quota_project
                @quota_project_id ||= credentials.quota_project_id if credentials.respond_to? :quota_project_id

                @operations_client = ::Google::Cloud::AIPlatform::V1::JobService::Rest::Operations.new do |config|
                  config.credentials = credentials
                  config.quota_project = @quota_project_id
                  config.endpoint = @config.endpoint
                  config.universe_domain = @config.universe_domain
                end

                @job_service_stub = ::Google::Cloud::AIPlatform::V1::JobService::Rest::ServiceStub.new(
                  endpoint: @config.endpoint,
                  endpoint_template: DEFAULT_ENDPOINT_TEMPLATE,
                  universe_domain: @config.universe_domain,
                  credentials: credentials,
                  logger: @config.logger
                )

                @job_service_stub.logger(stub: true)&.info do |entry|
                  entry.set_system_name
                  entry.set_service
                  entry.message = "Created client for #{entry.service}"
                  entry.set_credentials_fields credentials
                  entry.set "customEndpoint", @config.endpoint if @config.endpoint
                  entry.set "defaultTimeout", @config.timeout if @config.timeout
                  entry.set "quotaProject", @quota_project_id if @quota_project_id
                end

                @location_client = Google::Cloud::Location::Locations::Rest::Client.new do |config|
                  config.credentials = credentials
                  config.quota_project = @quota_project_id
                  config.endpoint = @job_service_stub.endpoint
                  config.universe_domain = @job_service_stub.universe_domain
                  config.bindings_override = @config.bindings_override
                  config.logger = @job_service_stub.logger if config.respond_to? :logger=
                end

                @iam_policy_client = Google::Iam::V1::IAMPolicy::Rest::Client.new do |config|
                  config.credentials = credentials
                  config.quota_project = @quota_project_id
                  config.endpoint = @job_service_stub.endpoint
                  config.universe_domain = @job_service_stub.universe_domain
                  config.bindings_override = @config.bindings_override
                  config.logger = @job_service_stub.logger if config.respond_to? :logger=
                end
              end

              ##
              # Get the associated client for long-running operations.
              #
              # @return [::Google::Cloud::AIPlatform::V1::JobService::Rest::Operations]
              #
              attr_reader :operations_client

              ##
              # Get the associated client for mix-in of the Locations.
              #
              # @return [Google::Cloud::Location::Locations::Rest::Client]
              #
              attr_reader :location_client

              ##
              # Get the associated client for mix-in of the IAMPolicy.
              #
              # @return [Google::Iam::V1::IAMPolicy::Rest::Client]
              #
              attr_reader :iam_policy_client

              ##
              # The logger used for request/response debug logging.
              #
              # @return [Logger]
              #
              def logger
                @job_service_stub.logger
              end

              # Service calls

              ##
              # Creates a CustomJob. A created CustomJob right away
              # will be attempted to be run.
              #
              # @overload create_custom_job(request, options = nil)
              #   Pass arguments to `create_custom_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::CreateCustomJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::CreateCustomJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload create_custom_job(parent: nil, custom_job: nil)
              #   Pass arguments to `create_custom_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param parent [::String]
              #     Required. The resource name of the Location to create the CustomJob in.
              #     Format: `projects/{project}/locations/{location}`
              #   @param custom_job [::Google::Cloud::AIPlatform::V1::CustomJob, ::Hash]
              #     Required. The CustomJob to create.
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Cloud::AIPlatform::V1::CustomJob]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Cloud::AIPlatform::V1::CustomJob]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::CreateCustomJobRequest.new
              #
              #   # Call the create_custom_job method.
              #   result = client.create_custom_job request
              #
              #   # The returned object is of type Google::Cloud::AIPlatform::V1::CustomJob.
              #   p result
              #
              def create_custom_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.create_custom_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.create_custom_job.retry_policy

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

                @job_service_stub.create_custom_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Gets a CustomJob.
              #
              # @overload get_custom_job(request, options = nil)
              #   Pass arguments to `get_custom_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::GetCustomJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::GetCustomJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload get_custom_job(name: nil)
              #   Pass arguments to `get_custom_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the CustomJob resource.
              #     Format:
              #     `projects/{project}/locations/{location}/customJobs/{custom_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Cloud::AIPlatform::V1::CustomJob]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Cloud::AIPlatform::V1::CustomJob]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::GetCustomJobRequest.new
              #
              #   # Call the get_custom_job method.
              #   result = client.get_custom_job request
              #
              #   # The returned object is of type Google::Cloud::AIPlatform::V1::CustomJob.
              #   p result
              #
              def get_custom_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.get_custom_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.get_custom_job.retry_policy

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

                @job_service_stub.get_custom_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Lists CustomJobs in a Location.
              #
              # @overload list_custom_jobs(request, options = nil)
              #   Pass arguments to `list_custom_jobs` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::ListCustomJobsRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::ListCustomJobsRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload list_custom_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil)
              #   Pass arguments to `list_custom_jobs` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param parent [::String]
              #     Required. The resource name of the Location to list the CustomJobs from.
              #     Format: `projects/{project}/locations/{location}`
              #   @param filter [::String]
              #     The standard list filter.
              #
              #     Supported fields:
              #
              #       * `display_name` supports `=`, `!=` comparisons, and `:` wildcard.
              #       * `state` supports `=`, `!=` comparisons.
              #       * `create_time` supports `=`, `!=`,`<`, `<=`,`>`, `>=` comparisons.
              #         `create_time` must be in RFC 3339 format.
              #       * `labels` supports general map functions that is:
              #         `labels.key=value` - key:value equality
              #         `labels.key:* - key existence
              #
              #     Some examples of using the filter are:
              #
              #       * `state="JOB_STATE_SUCCEEDED" AND display_name:"my_job_*"`
              #       * `state!="JOB_STATE_FAILED" OR display_name="my_job"`
              #       * `NOT display_name="my_job"`
              #       * `create_time>"2021-05-18T00:00:00Z"`
              #       * `labels.keyA=valueA`
              #       * `labels.keyB:*`
              #   @param page_size [::Integer]
              #     The standard list page size.
              #   @param page_token [::String]
              #     The standard list page token.
              #     Typically obtained via
              #     {::Google::Cloud::AIPlatform::V1::ListCustomJobsResponse#next_page_token ListCustomJobsResponse.next_page_token}
              #     of the previous
              #     {::Google::Cloud::AIPlatform::V1::JobService::Rest::Client#list_custom_jobs JobService.ListCustomJobs}
              #     call.
              #   @param read_mask [::Google::Protobuf::FieldMask, ::Hash]
              #     Mask specifying which fields to read.
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::CustomJob>]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::CustomJob>]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::ListCustomJobsRequest.new
              #
              #   # Call the list_custom_jobs method.
              #   result = client.list_custom_jobs request
              #
              #   # The returned object is of type Gapic::PagedEnumerable. You can iterate
              #   # over elements, and API calls will be issued to fetch pages as needed.
              #   result.each do |item|
              #     # Each element is of type ::Google::Cloud::AIPlatform::V1::CustomJob.
              #     p item
              #   end
              #
              def list_custom_jobs request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.list_custom_jobs.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.list_custom_jobs.retry_policy

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

                @job_service_stub.list_custom_jobs request, options do |result, operation|
                  result = ::Gapic::Rest::PagedEnumerable.new @job_service_stub, :list_custom_jobs, "custom_jobs", request, result, options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Deletes a CustomJob.
              #
              # @overload delete_custom_job(request, options = nil)
              #   Pass arguments to `delete_custom_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::DeleteCustomJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::DeleteCustomJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload delete_custom_job(name: nil)
              #   Pass arguments to `delete_custom_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the CustomJob resource to be deleted.
              #     Format:
              #     `projects/{project}/locations/{location}/customJobs/{custom_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Operation]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Operation]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::DeleteCustomJobRequest.new
              #
              #   # Call the delete_custom_job method.
              #   result = client.delete_custom_job request
              #
              #   # The returned object is of type Gapic::Operation. You can use it to
              #   # check the status of an operation, cancel it, or wait for results.
              #   # Here is how to wait for a response.
              #   result.wait_until_done! timeout: 60
              #   if result.response?
              #     p result.response
              #   else
              #     puts "No response received."
              #   end
              #
              def delete_custom_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.delete_custom_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.delete_custom_job.retry_policy

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

                @job_service_stub.delete_custom_job request, options do |result, operation|
                  result = ::Gapic::Operation.new result, @operations_client, options: options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Cancels a CustomJob.
              # Starts asynchronous cancellation on the CustomJob. The server
              # makes a best effort to cancel the job, but success is not
              # guaranteed. Clients can use
              # {::Google::Cloud::AIPlatform::V1::JobService::Rest::Client#get_custom_job JobService.GetCustomJob}
              # or other methods to check whether the cancellation succeeded or whether the
              # job completed despite cancellation. On successful cancellation,
              # the CustomJob is not deleted; instead it becomes a job with
              # a {::Google::Cloud::AIPlatform::V1::CustomJob#error CustomJob.error} value with
              # a {::Google::Rpc::Status#code google.rpc.Status.code} of 1, corresponding to
              # `Code.CANCELLED`, and
              # {::Google::Cloud::AIPlatform::V1::CustomJob#state CustomJob.state} is set to
              # `CANCELLED`.
              #
              # @overload cancel_custom_job(request, options = nil)
              #   Pass arguments to `cancel_custom_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::CancelCustomJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::CancelCustomJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload cancel_custom_job(name: nil)
              #   Pass arguments to `cancel_custom_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the CustomJob to cancel.
              #     Format:
              #     `projects/{project}/locations/{location}/customJobs/{custom_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Protobuf::Empty]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Protobuf::Empty]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::CancelCustomJobRequest.new
              #
              #   # Call the cancel_custom_job method.
              #   result = client.cancel_custom_job request
              #
              #   # The returned object is of type Google::Protobuf::Empty.
              #   p result
              #
              def cancel_custom_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.cancel_custom_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.cancel_custom_job.retry_policy

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

                @job_service_stub.cancel_custom_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Creates a DataLabelingJob.
              #
              # @overload create_data_labeling_job(request, options = nil)
              #   Pass arguments to `create_data_labeling_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::CreateDataLabelingJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::CreateDataLabelingJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload create_data_labeling_job(parent: nil, data_labeling_job: nil)
              #   Pass arguments to `create_data_labeling_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param parent [::String]
              #     Required. The parent of the DataLabelingJob.
              #     Format: `projects/{project}/locations/{location}`
              #   @param data_labeling_job [::Google::Cloud::AIPlatform::V1::DataLabelingJob, ::Hash]
              #     Required. The DataLabelingJob to create.
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Cloud::AIPlatform::V1::DataLabelingJob]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Cloud::AIPlatform::V1::DataLabelingJob]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::CreateDataLabelingJobRequest.new
              #
              #   # Call the create_data_labeling_job method.
              #   result = client.create_data_labeling_job request
              #
              #   # The returned object is of type Google::Cloud::AIPlatform::V1::DataLabelingJob.
              #   p result
              #
              def create_data_labeling_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.create_data_labeling_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.create_data_labeling_job.retry_policy

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

                @job_service_stub.create_data_labeling_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Gets a DataLabelingJob.
              #
              # @overload get_data_labeling_job(request, options = nil)
              #   Pass arguments to `get_data_labeling_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::GetDataLabelingJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::GetDataLabelingJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload get_data_labeling_job(name: nil)
              #   Pass arguments to `get_data_labeling_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the DataLabelingJob.
              #     Format:
              #     `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Cloud::AIPlatform::V1::DataLabelingJob]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Cloud::AIPlatform::V1::DataLabelingJob]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::GetDataLabelingJobRequest.new
              #
              #   # Call the get_data_labeling_job method.
              #   result = client.get_data_labeling_job request
              #
              #   # The returned object is of type Google::Cloud::AIPlatform::V1::DataLabelingJob.
              #   p result
              #
              def get_data_labeling_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.get_data_labeling_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.get_data_labeling_job.retry_policy

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

                @job_service_stub.get_data_labeling_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Lists DataLabelingJobs in a Location.
              #
              # @overload list_data_labeling_jobs(request, options = nil)
              #   Pass arguments to `list_data_labeling_jobs` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::ListDataLabelingJobsRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::ListDataLabelingJobsRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload list_data_labeling_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil, order_by: nil)
              #   Pass arguments to `list_data_labeling_jobs` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param parent [::String]
              #     Required. The parent of the DataLabelingJob.
              #     Format: `projects/{project}/locations/{location}`
              #   @param filter [::String]
              #     The standard list filter.
              #
              #     Supported fields:
              #
              #       * `display_name` supports `=`, `!=` comparisons, and `:` wildcard.
              #       * `state` supports `=`, `!=` comparisons.
              #       * `create_time` supports `=`, `!=`,`<`, `<=`,`>`, `>=` comparisons.
              #         `create_time` must be in RFC 3339 format.
              #       * `labels` supports general map functions that is:
              #         `labels.key=value` - key:value equality
              #         `labels.key:* - key existence
              #
              #     Some examples of using the filter are:
              #
              #       * `state="JOB_STATE_SUCCEEDED" AND display_name:"my_job_*"`
              #       * `state!="JOB_STATE_FAILED" OR display_name="my_job"`
              #       * `NOT display_name="my_job"`
              #       * `create_time>"2021-05-18T00:00:00Z"`
              #       * `labels.keyA=valueA`
              #       * `labels.keyB:*`
              #   @param page_size [::Integer]
              #     The standard list page size.
              #   @param page_token [::String]
              #     The standard list page token.
              #   @param read_mask [::Google::Protobuf::FieldMask, ::Hash]
              #     Mask specifying which fields to read. FieldMask represents a set of
              #     symbolic field paths. For example, the mask can be `paths: "name"`. The
              #     "name" here is a field in DataLabelingJob.
              #     If this field is not set, all fields of the DataLabelingJob are returned.
              #   @param order_by [::String]
              #     A comma-separated list of fields to order by, sorted in ascending order by
              #     default.
              #     Use `desc` after a field name for descending.
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::DataLabelingJob>]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::DataLabelingJob>]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::ListDataLabelingJobsRequest.new
              #
              #   # Call the list_data_labeling_jobs method.
              #   result = client.list_data_labeling_jobs request
              #
              #   # The returned object is of type Gapic::PagedEnumerable. You can iterate
              #   # over elements, and API calls will be issued to fetch pages as needed.
              #   result.each do |item|
              #     # Each element is of type ::Google::Cloud::AIPlatform::V1::DataLabelingJob.
              #     p item
              #   end
              #
              def list_data_labeling_jobs request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.list_data_labeling_jobs.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.list_data_labeling_jobs.retry_policy

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

                @job_service_stub.list_data_labeling_jobs request, options do |result, operation|
                  result = ::Gapic::Rest::PagedEnumerable.new @job_service_stub, :list_data_labeling_jobs, "data_labeling_jobs", request, result, options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Deletes a DataLabelingJob.
              #
              # @overload delete_data_labeling_job(request, options = nil)
              #   Pass arguments to `delete_data_labeling_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::DeleteDataLabelingJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::DeleteDataLabelingJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload delete_data_labeling_job(name: nil)
              #   Pass arguments to `delete_data_labeling_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the DataLabelingJob to be deleted.
              #     Format:
              #     `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Operation]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Operation]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::DeleteDataLabelingJobRequest.new
              #
              #   # Call the delete_data_labeling_job method.
              #   result = client.delete_data_labeling_job request
              #
              #   # The returned object is of type Gapic::Operation. You can use it to
              #   # check the status of an operation, cancel it, or wait for results.
              #   # Here is how to wait for a response.
              #   result.wait_until_done! timeout: 60
              #   if result.response?
              #     p result.response
              #   else
              #     puts "No response received."
              #   end
              #
              def delete_data_labeling_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.delete_data_labeling_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.delete_data_labeling_job.retry_policy

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

                @job_service_stub.delete_data_labeling_job request, options do |result, operation|
                  result = ::Gapic::Operation.new result, @operations_client, options: options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Cancels a DataLabelingJob. Success of cancellation is not guaranteed.
              #
              # @overload cancel_data_labeling_job(request, options = nil)
              #   Pass arguments to `cancel_data_labeling_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::CancelDataLabelingJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::CancelDataLabelingJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload cancel_data_labeling_job(name: nil)
              #   Pass arguments to `cancel_data_labeling_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the DataLabelingJob.
              #     Format:
              #     `projects/{project}/locations/{location}/dataLabelingJobs/{data_labeling_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Protobuf::Empty]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Protobuf::Empty]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::CancelDataLabelingJobRequest.new
              #
              #   # Call the cancel_data_labeling_job method.
              #   result = client.cancel_data_labeling_job request
              #
              #   # The returned object is of type Google::Protobuf::Empty.
              #   p result
              #
              def cancel_data_labeling_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.cancel_data_labeling_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.cancel_data_labeling_job.retry_policy

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

                @job_service_stub.cancel_data_labeling_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Creates a HyperparameterTuningJob
              #
              # @overload create_hyperparameter_tuning_job(request, options = nil)
              #   Pass arguments to `create_hyperparameter_tuning_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::CreateHyperparameterTuningJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::CreateHyperparameterTuningJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload create_hyperparameter_tuning_job(parent: nil, hyperparameter_tuning_job: nil)
              #   Pass arguments to `create_hyperparameter_tuning_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param parent [::String]
              #     Required. The resource name of the Location to create the
              #     HyperparameterTuningJob in. Format:
              #     `projects/{project}/locations/{location}`
              #   @param hyperparameter_tuning_job [::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob, ::Hash]
              #     Required. The HyperparameterTuningJob to create.
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::CreateHyperparameterTuningJobRequest.new
              #
              #   # Call the create_hyperparameter_tuning_job method.
              #   result = client.create_hyperparameter_tuning_job request
              #
              #   # The returned object is of type Google::Cloud::AIPlatform::V1::HyperparameterTuningJob.
              #   p result
              #
              def create_hyperparameter_tuning_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.create_hyperparameter_tuning_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.create_hyperparameter_tuning_job.retry_policy

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

                @job_service_stub.create_hyperparameter_tuning_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Gets a HyperparameterTuningJob
              #
              # @overload get_hyperparameter_tuning_job(request, options = nil)
              #   Pass arguments to `get_hyperparameter_tuning_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::GetHyperparameterTuningJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::GetHyperparameterTuningJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload get_hyperparameter_tuning_job(name: nil)
              #   Pass arguments to `get_hyperparameter_tuning_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the HyperparameterTuningJob resource.
              #     Format:
              #     `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::GetHyperparameterTuningJobRequest.new
              #
              #   # Call the get_hyperparameter_tuning_job method.
              #   result = client.get_hyperparameter_tuning_job request
              #
              #   # The returned object is of type Google::Cloud::AIPlatform::V1::HyperparameterTuningJob.
              #   p result
              #
              def get_hyperparameter_tuning_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.get_hyperparameter_tuning_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.get_hyperparameter_tuning_job.retry_policy

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

                @job_service_stub.get_hyperparameter_tuning_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Lists HyperparameterTuningJobs in a Location.
              #
              # @overload list_hyperparameter_tuning_jobs(request, options = nil)
              #   Pass arguments to `list_hyperparameter_tuning_jobs` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::ListHyperparameterTuningJobsRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::ListHyperparameterTuningJobsRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload list_hyperparameter_tuning_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil)
              #   Pass arguments to `list_hyperparameter_tuning_jobs` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param parent [::String]
              #     Required. The resource name of the Location to list the
              #     HyperparameterTuningJobs from. Format:
              #     `projects/{project}/locations/{location}`
              #   @param filter [::String]
              #     The standard list filter.
              #
              #     Supported fields:
              #
              #       * `display_name` supports `=`, `!=` comparisons, and `:` wildcard.
              #       * `state` supports `=`, `!=` comparisons.
              #       * `create_time` supports `=`, `!=`,`<`, `<=`,`>`, `>=` comparisons.
              #         `create_time` must be in RFC 3339 format.
              #       * `labels` supports general map functions that is:
              #         `labels.key=value` - key:value equality
              #         `labels.key:* - key existence
              #
              #     Some examples of using the filter are:
              #
              #       * `state="JOB_STATE_SUCCEEDED" AND display_name:"my_job_*"`
              #       * `state!="JOB_STATE_FAILED" OR display_name="my_job"`
              #       * `NOT display_name="my_job"`
              #       * `create_time>"2021-05-18T00:00:00Z"`
              #       * `labels.keyA=valueA`
              #       * `labels.keyB:*`
              #   @param page_size [::Integer]
              #     The standard list page size.
              #   @param page_token [::String]
              #     The standard list page token.
              #     Typically obtained via
              #     {::Google::Cloud::AIPlatform::V1::ListHyperparameterTuningJobsResponse#next_page_token ListHyperparameterTuningJobsResponse.next_page_token}
              #     of the previous
              #     {::Google::Cloud::AIPlatform::V1::JobService::Rest::Client#list_hyperparameter_tuning_jobs JobService.ListHyperparameterTuningJobs}
              #     call.
              #   @param read_mask [::Google::Protobuf::FieldMask, ::Hash]
              #     Mask specifying which fields to read.
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob>]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob>]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::ListHyperparameterTuningJobsRequest.new
              #
              #   # Call the list_hyperparameter_tuning_jobs method.
              #   result = client.list_hyperparameter_tuning_jobs request
              #
              #   # The returned object is of type Gapic::PagedEnumerable. You can iterate
              #   # over elements, and API calls will be issued to fetch pages as needed.
              #   result.each do |item|
              #     # Each element is of type ::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob.
              #     p item
              #   end
              #
              def list_hyperparameter_tuning_jobs request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.list_hyperparameter_tuning_jobs.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.list_hyperparameter_tuning_jobs.retry_policy

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

                @job_service_stub.list_hyperparameter_tuning_jobs request, options do |result, operation|
                  result = ::Gapic::Rest::PagedEnumerable.new @job_service_stub, :list_hyperparameter_tuning_jobs, "hyperparameter_tuning_jobs", request, result, options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Deletes a HyperparameterTuningJob.
              #
              # @overload delete_hyperparameter_tuning_job(request, options = nil)
              #   Pass arguments to `delete_hyperparameter_tuning_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::DeleteHyperparameterTuningJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::DeleteHyperparameterTuningJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload delete_hyperparameter_tuning_job(name: nil)
              #   Pass arguments to `delete_hyperparameter_tuning_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the HyperparameterTuningJob resource to be deleted.
              #     Format:
              #     `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Operation]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Operation]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::DeleteHyperparameterTuningJobRequest.new
              #
              #   # Call the delete_hyperparameter_tuning_job method.
              #   result = client.delete_hyperparameter_tuning_job request
              #
              #   # The returned object is of type Gapic::Operation. You can use it to
              #   # check the status of an operation, cancel it, or wait for results.
              #   # Here is how to wait for a response.
              #   result.wait_until_done! timeout: 60
              #   if result.response?
              #     p result.response
              #   else
              #     puts "No response received."
              #   end
              #
              def delete_hyperparameter_tuning_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.delete_hyperparameter_tuning_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.delete_hyperparameter_tuning_job.retry_policy

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

                @job_service_stub.delete_hyperparameter_tuning_job request, options do |result, operation|
                  result = ::Gapic::Operation.new result, @operations_client, options: options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Cancels a HyperparameterTuningJob.
              # Starts asynchronous cancellation on the HyperparameterTuningJob. The server
              # makes a best effort to cancel the job, but success is not
              # guaranteed. Clients can use
              # {::Google::Cloud::AIPlatform::V1::JobService::Rest::Client#get_hyperparameter_tuning_job JobService.GetHyperparameterTuningJob}
              # or other methods to check whether the cancellation succeeded or whether the
              # job completed despite cancellation. On successful cancellation,
              # the HyperparameterTuningJob is not deleted; instead it becomes a job with
              # a
              # {::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob#error HyperparameterTuningJob.error}
              # value with a {::Google::Rpc::Status#code google.rpc.Status.code} of 1,
              # corresponding to `Code.CANCELLED`, and
              # {::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob#state HyperparameterTuningJob.state}
              # is set to `CANCELLED`.
              #
              # @overload cancel_hyperparameter_tuning_job(request, options = nil)
              #   Pass arguments to `cancel_hyperparameter_tuning_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::CancelHyperparameterTuningJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::CancelHyperparameterTuningJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload cancel_hyperparameter_tuning_job(name: nil)
              #   Pass arguments to `cancel_hyperparameter_tuning_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the HyperparameterTuningJob to cancel.
              #     Format:
              #     `projects/{project}/locations/{location}/hyperparameterTuningJobs/{hyperparameter_tuning_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Protobuf::Empty]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Protobuf::Empty]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::CancelHyperparameterTuningJobRequest.new
              #
              #   # Call the cancel_hyperparameter_tuning_job method.
              #   result = client.cancel_hyperparameter_tuning_job request
              #
              #   # The returned object is of type Google::Protobuf::Empty.
              #   p result
              #
              def cancel_hyperparameter_tuning_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.cancel_hyperparameter_tuning_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.cancel_hyperparameter_tuning_job.retry_policy

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

                @job_service_stub.cancel_hyperparameter_tuning_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Creates a NasJob
              #
              # @overload create_nas_job(request, options = nil)
              #   Pass arguments to `create_nas_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::CreateNasJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::CreateNasJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload create_nas_job(parent: nil, nas_job: nil)
              #   Pass arguments to `create_nas_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param parent [::String]
              #     Required. The resource name of the Location to create the NasJob in.
              #     Format: `projects/{project}/locations/{location}`
              #   @param nas_job [::Google::Cloud::AIPlatform::V1::NasJob, ::Hash]
              #     Required. The NasJob to create.
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Cloud::AIPlatform::V1::NasJob]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Cloud::AIPlatform::V1::NasJob]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::CreateNasJobRequest.new
              #
              #   # Call the create_nas_job method.
              #   result = client.create_nas_job request
              #
              #   # The returned object is of type Google::Cloud::AIPlatform::V1::NasJob.
              #   p result
              #
              def create_nas_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.create_nas_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.create_nas_job.retry_policy

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

                @job_service_stub.create_nas_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Gets a NasJob
              #
              # @overload get_nas_job(request, options = nil)
              #   Pass arguments to `get_nas_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::GetNasJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::GetNasJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload get_nas_job(name: nil)
              #   Pass arguments to `get_nas_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the NasJob resource.
              #     Format:
              #     `projects/{project}/locations/{location}/nasJobs/{nas_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Cloud::AIPlatform::V1::NasJob]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Cloud::AIPlatform::V1::NasJob]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::GetNasJobRequest.new
              #
              #   # Call the get_nas_job method.
              #   result = client.get_nas_job request
              #
              #   # The returned object is of type Google::Cloud::AIPlatform::V1::NasJob.
              #   p result
              #
              def get_nas_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.get_nas_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.get_nas_job.retry_policy

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

                @job_service_stub.get_nas_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Lists NasJobs in a Location.
              #
              # @overload list_nas_jobs(request, options = nil)
              #   Pass arguments to `list_nas_jobs` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::ListNasJobsRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::ListNasJobsRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload list_nas_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil)
              #   Pass arguments to `list_nas_jobs` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param parent [::String]
              #     Required. The resource name of the Location to list the NasJobs
              #     from. Format: `projects/{project}/locations/{location}`
              #   @param filter [::String]
              #     The standard list filter.
              #
              #     Supported fields:
              #
              #       * `display_name` supports `=`, `!=` comparisons, and `:` wildcard.
              #       * `state` supports `=`, `!=` comparisons.
              #       * `create_time` supports `=`, `!=`,`<`, `<=`,`>`, `>=` comparisons.
              #         `create_time` must be in RFC 3339 format.
              #       * `labels` supports general map functions that is:
              #         `labels.key=value` - key:value equality
              #         `labels.key:* - key existence
              #
              #     Some examples of using the filter are:
              #
              #       * `state="JOB_STATE_SUCCEEDED" AND display_name:"my_job_*"`
              #       * `state!="JOB_STATE_FAILED" OR display_name="my_job"`
              #       * `NOT display_name="my_job"`
              #       * `create_time>"2021-05-18T00:00:00Z"`
              #       * `labels.keyA=valueA`
              #       * `labels.keyB:*`
              #   @param page_size [::Integer]
              #     The standard list page size.
              #   @param page_token [::String]
              #     The standard list page token.
              #     Typically obtained via
              #     {::Google::Cloud::AIPlatform::V1::ListNasJobsResponse#next_page_token ListNasJobsResponse.next_page_token}
              #     of the previous
              #     {::Google::Cloud::AIPlatform::V1::JobService::Rest::Client#list_nas_jobs JobService.ListNasJobs}
              #     call.
              #   @param read_mask [::Google::Protobuf::FieldMask, ::Hash]
              #     Mask specifying which fields to read.
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::NasJob>]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::NasJob>]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::ListNasJobsRequest.new
              #
              #   # Call the list_nas_jobs method.
              #   result = client.list_nas_jobs request
              #
              #   # The returned object is of type Gapic::PagedEnumerable. You can iterate
              #   # over elements, and API calls will be issued to fetch pages as needed.
              #   result.each do |item|
              #     # Each element is of type ::Google::Cloud::AIPlatform::V1::NasJob.
              #     p item
              #   end
              #
              def list_nas_jobs request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.list_nas_jobs.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.list_nas_jobs.retry_policy

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

                @job_service_stub.list_nas_jobs request, options do |result, operation|
                  result = ::Gapic::Rest::PagedEnumerable.new @job_service_stub, :list_nas_jobs, "nas_jobs", request, result, options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Deletes a NasJob.
              #
              # @overload delete_nas_job(request, options = nil)
              #   Pass arguments to `delete_nas_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::DeleteNasJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::DeleteNasJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload delete_nas_job(name: nil)
              #   Pass arguments to `delete_nas_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the NasJob resource to be deleted.
              #     Format:
              #     `projects/{project}/locations/{location}/nasJobs/{nas_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Operation]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Operation]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::DeleteNasJobRequest.new
              #
              #   # Call the delete_nas_job method.
              #   result = client.delete_nas_job request
              #
              #   # The returned object is of type Gapic::Operation. You can use it to
              #   # check the status of an operation, cancel it, or wait for results.
              #   # Here is how to wait for a response.
              #   result.wait_until_done! timeout: 60
              #   if result.response?
              #     p result.response
              #   else
              #     puts "No response received."
              #   end
              #
              def delete_nas_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.delete_nas_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.delete_nas_job.retry_policy

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

                @job_service_stub.delete_nas_job request, options do |result, operation|
                  result = ::Gapic::Operation.new result, @operations_client, options: options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Cancels a NasJob.
              # Starts asynchronous cancellation on the NasJob. The server
              # makes a best effort to cancel the job, but success is not
              # guaranteed. Clients can use
              # {::Google::Cloud::AIPlatform::V1::JobService::Rest::Client#get_nas_job JobService.GetNasJob} or
              # other methods to check whether the cancellation succeeded or whether the
              # job completed despite cancellation. On successful cancellation,
              # the NasJob is not deleted; instead it becomes a job with
              # a {::Google::Cloud::AIPlatform::V1::NasJob#error NasJob.error} value with a
              # {::Google::Rpc::Status#code google.rpc.Status.code} of 1, corresponding to
              # `Code.CANCELLED`, and
              # {::Google::Cloud::AIPlatform::V1::NasJob#state NasJob.state} is set to
              # `CANCELLED`.
              #
              # @overload cancel_nas_job(request, options = nil)
              #   Pass arguments to `cancel_nas_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::CancelNasJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::CancelNasJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload cancel_nas_job(name: nil)
              #   Pass arguments to `cancel_nas_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the NasJob to cancel.
              #     Format:
              #     `projects/{project}/locations/{location}/nasJobs/{nas_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Protobuf::Empty]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Protobuf::Empty]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::CancelNasJobRequest.new
              #
              #   # Call the cancel_nas_job method.
              #   result = client.cancel_nas_job request
              #
              #   # The returned object is of type Google::Protobuf::Empty.
              #   p result
              #
              def cancel_nas_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.cancel_nas_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.cancel_nas_job.retry_policy

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

                @job_service_stub.cancel_nas_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Gets a NasTrialDetail.
              #
              # @overload get_nas_trial_detail(request, options = nil)
              #   Pass arguments to `get_nas_trial_detail` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::GetNasTrialDetailRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::GetNasTrialDetailRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload get_nas_trial_detail(name: nil)
              #   Pass arguments to `get_nas_trial_detail` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the NasTrialDetail resource.
              #     Format:
              #     `projects/{project}/locations/{location}/nasJobs/{nas_job}/nasTrialDetails/{nas_trial_detail}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Cloud::AIPlatform::V1::NasTrialDetail]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Cloud::AIPlatform::V1::NasTrialDetail]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::GetNasTrialDetailRequest.new
              #
              #   # Call the get_nas_trial_detail method.
              #   result = client.get_nas_trial_detail request
              #
              #   # The returned object is of type Google::Cloud::AIPlatform::V1::NasTrialDetail.
              #   p result
              #
              def get_nas_trial_detail request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.get_nas_trial_detail.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.get_nas_trial_detail.retry_policy

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

                @job_service_stub.get_nas_trial_detail request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # List top NasTrialDetails of a NasJob.
              #
              # @overload list_nas_trial_details(request, options = nil)
              #   Pass arguments to `list_nas_trial_details` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::ListNasTrialDetailsRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::ListNasTrialDetailsRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload list_nas_trial_details(parent: nil, page_size: nil, page_token: nil)
              #   Pass arguments to `list_nas_trial_details` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param parent [::String]
              #     Required. The name of the NasJob resource.
              #     Format:
              #     `projects/{project}/locations/{location}/nasJobs/{nas_job}`
              #   @param page_size [::Integer]
              #     The standard list page size.
              #   @param page_token [::String]
              #     The standard list page token.
              #     Typically obtained via
              #     {::Google::Cloud::AIPlatform::V1::ListNasTrialDetailsResponse#next_page_token ListNasTrialDetailsResponse.next_page_token}
              #     of the previous
              #     {::Google::Cloud::AIPlatform::V1::JobService::Rest::Client#list_nas_trial_details JobService.ListNasTrialDetails}
              #     call.
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::NasTrialDetail>]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::NasTrialDetail>]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::ListNasTrialDetailsRequest.new
              #
              #   # Call the list_nas_trial_details method.
              #   result = client.list_nas_trial_details request
              #
              #   # The returned object is of type Gapic::PagedEnumerable. You can iterate
              #   # over elements, and API calls will be issued to fetch pages as needed.
              #   result.each do |item|
              #     # Each element is of type ::Google::Cloud::AIPlatform::V1::NasTrialDetail.
              #     p item
              #   end
              #
              def list_nas_trial_details request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.list_nas_trial_details.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.list_nas_trial_details.retry_policy

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

                @job_service_stub.list_nas_trial_details request, options do |result, operation|
                  result = ::Gapic::Rest::PagedEnumerable.new @job_service_stub, :list_nas_trial_details, "nas_trial_details", request, result, options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Creates a BatchPredictionJob. A BatchPredictionJob once created will
              # right away be attempted to start.
              #
              # @overload create_batch_prediction_job(request, options = nil)
              #   Pass arguments to `create_batch_prediction_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::CreateBatchPredictionJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::CreateBatchPredictionJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload create_batch_prediction_job(parent: nil, batch_prediction_job: nil)
              #   Pass arguments to `create_batch_prediction_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param parent [::String]
              #     Required. The resource name of the Location to create the
              #     BatchPredictionJob in. Format: `projects/{project}/locations/{location}`
              #   @param batch_prediction_job [::Google::Cloud::AIPlatform::V1::BatchPredictionJob, ::Hash]
              #     Required. The BatchPredictionJob to create.
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Cloud::AIPlatform::V1::BatchPredictionJob]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Cloud::AIPlatform::V1::BatchPredictionJob]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::CreateBatchPredictionJobRequest.new
              #
              #   # Call the create_batch_prediction_job method.
              #   result = client.create_batch_prediction_job request
              #
              #   # The returned object is of type Google::Cloud::AIPlatform::V1::BatchPredictionJob.
              #   p result
              #
              def create_batch_prediction_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.create_batch_prediction_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.create_batch_prediction_job.retry_policy

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

                @job_service_stub.create_batch_prediction_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Gets a BatchPredictionJob
              #
              # @overload get_batch_prediction_job(request, options = nil)
              #   Pass arguments to `get_batch_prediction_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::GetBatchPredictionJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::GetBatchPredictionJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload get_batch_prediction_job(name: nil)
              #   Pass arguments to `get_batch_prediction_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the BatchPredictionJob resource.
              #     Format:
              #     `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Cloud::AIPlatform::V1::BatchPredictionJob]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Cloud::AIPlatform::V1::BatchPredictionJob]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::GetBatchPredictionJobRequest.new
              #
              #   # Call the get_batch_prediction_job method.
              #   result = client.get_batch_prediction_job request
              #
              #   # The returned object is of type Google::Cloud::AIPlatform::V1::BatchPredictionJob.
              #   p result
              #
              def get_batch_prediction_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.get_batch_prediction_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.get_batch_prediction_job.retry_policy

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

                @job_service_stub.get_batch_prediction_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Lists BatchPredictionJobs in a Location.
              #
              # @overload list_batch_prediction_jobs(request, options = nil)
              #   Pass arguments to `list_batch_prediction_jobs` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::ListBatchPredictionJobsRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::ListBatchPredictionJobsRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload list_batch_prediction_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil)
              #   Pass arguments to `list_batch_prediction_jobs` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param parent [::String]
              #     Required. The resource name of the Location to list the BatchPredictionJobs
              #     from. Format: `projects/{project}/locations/{location}`
              #   @param filter [::String]
              #     The standard list filter.
              #
              #     Supported fields:
              #
              #       * `display_name` supports `=`, `!=` comparisons, and `:` wildcard.
              #       * `model_display_name` supports `=`, `!=` comparisons.
              #       * `state` supports `=`, `!=` comparisons.
              #       * `create_time` supports `=`, `!=`,`<`, `<=`,`>`, `>=` comparisons.
              #         `create_time` must be in RFC 3339 format.
              #       * `labels` supports general map functions that is:
              #         `labels.key=value` - key:value equality
              #         `labels.key:* - key existence
              #
              #     Some examples of using the filter are:
              #
              #       * `state="JOB_STATE_SUCCEEDED" AND display_name:"my_job_*"`
              #       * `state!="JOB_STATE_FAILED" OR display_name="my_job"`
              #       * `NOT display_name="my_job"`
              #       * `create_time>"2021-05-18T00:00:00Z"`
              #       * `labels.keyA=valueA`
              #       * `labels.keyB:*`
              #   @param page_size [::Integer]
              #     The standard list page size.
              #   @param page_token [::String]
              #     The standard list page token.
              #     Typically obtained via
              #     {::Google::Cloud::AIPlatform::V1::ListBatchPredictionJobsResponse#next_page_token ListBatchPredictionJobsResponse.next_page_token}
              #     of the previous
              #     {::Google::Cloud::AIPlatform::V1::JobService::Rest::Client#list_batch_prediction_jobs JobService.ListBatchPredictionJobs}
              #     call.
              #   @param read_mask [::Google::Protobuf::FieldMask, ::Hash]
              #     Mask specifying which fields to read.
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::BatchPredictionJob>]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::BatchPredictionJob>]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::ListBatchPredictionJobsRequest.new
              #
              #   # Call the list_batch_prediction_jobs method.
              #   result = client.list_batch_prediction_jobs request
              #
              #   # The returned object is of type Gapic::PagedEnumerable. You can iterate
              #   # over elements, and API calls will be issued to fetch pages as needed.
              #   result.each do |item|
              #     # Each element is of type ::Google::Cloud::AIPlatform::V1::BatchPredictionJob.
              #     p item
              #   end
              #
              def list_batch_prediction_jobs request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.list_batch_prediction_jobs.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.list_batch_prediction_jobs.retry_policy

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

                @job_service_stub.list_batch_prediction_jobs request, options do |result, operation|
                  result = ::Gapic::Rest::PagedEnumerable.new @job_service_stub, :list_batch_prediction_jobs, "batch_prediction_jobs", request, result, options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Deletes a BatchPredictionJob. Can only be called on jobs that already
              # finished.
              #
              # @overload delete_batch_prediction_job(request, options = nil)
              #   Pass arguments to `delete_batch_prediction_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::DeleteBatchPredictionJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::DeleteBatchPredictionJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload delete_batch_prediction_job(name: nil)
              #   Pass arguments to `delete_batch_prediction_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the BatchPredictionJob resource to be deleted.
              #     Format:
              #     `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Operation]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Operation]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::DeleteBatchPredictionJobRequest.new
              #
              #   # Call the delete_batch_prediction_job method.
              #   result = client.delete_batch_prediction_job request
              #
              #   # The returned object is of type Gapic::Operation. You can use it to
              #   # check the status of an operation, cancel it, or wait for results.
              #   # Here is how to wait for a response.
              #   result.wait_until_done! timeout: 60
              #   if result.response?
              #     p result.response
              #   else
              #     puts "No response received."
              #   end
              #
              def delete_batch_prediction_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.delete_batch_prediction_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.delete_batch_prediction_job.retry_policy

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

                @job_service_stub.delete_batch_prediction_job request, options do |result, operation|
                  result = ::Gapic::Operation.new result, @operations_client, options: options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Cancels a BatchPredictionJob.
              #
              # Starts asynchronous cancellation on the BatchPredictionJob. The server
              # makes the best effort to cancel the job, but success is not
              # guaranteed. Clients can use
              # {::Google::Cloud::AIPlatform::V1::JobService::Rest::Client#get_batch_prediction_job JobService.GetBatchPredictionJob}
              # or other methods to check whether the cancellation succeeded or whether the
              # job completed despite cancellation. On a successful cancellation,
              # the BatchPredictionJob is not deleted;instead its
              # {::Google::Cloud::AIPlatform::V1::BatchPredictionJob#state BatchPredictionJob.state}
              # is set to `CANCELLED`. Any files already outputted by the job are not
              # deleted.
              #
              # @overload cancel_batch_prediction_job(request, options = nil)
              #   Pass arguments to `cancel_batch_prediction_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::CancelBatchPredictionJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::CancelBatchPredictionJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload cancel_batch_prediction_job(name: nil)
              #   Pass arguments to `cancel_batch_prediction_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The name of the BatchPredictionJob to cancel.
              #     Format:
              #     `projects/{project}/locations/{location}/batchPredictionJobs/{batch_prediction_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Protobuf::Empty]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Protobuf::Empty]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::CancelBatchPredictionJobRequest.new
              #
              #   # Call the cancel_batch_prediction_job method.
              #   result = client.cancel_batch_prediction_job request
              #
              #   # The returned object is of type Google::Protobuf::Empty.
              #   p result
              #
              def cancel_batch_prediction_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.cancel_batch_prediction_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.cancel_batch_prediction_job.retry_policy

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

                @job_service_stub.cancel_batch_prediction_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Creates a ModelDeploymentMonitoringJob. It will run periodically on a
              # configured interval.
              #
              # @overload create_model_deployment_monitoring_job(request, options = nil)
              #   Pass arguments to `create_model_deployment_monitoring_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::CreateModelDeploymentMonitoringJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::CreateModelDeploymentMonitoringJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload create_model_deployment_monitoring_job(parent: nil, model_deployment_monitoring_job: nil)
              #   Pass arguments to `create_model_deployment_monitoring_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param parent [::String]
              #     Required. The parent of the ModelDeploymentMonitoringJob.
              #     Format: `projects/{project}/locations/{location}`
              #   @param model_deployment_monitoring_job [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob, ::Hash]
              #     Required. The ModelDeploymentMonitoringJob to create
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::CreateModelDeploymentMonitoringJobRequest.new
              #
              #   # Call the create_model_deployment_monitoring_job method.
              #   result = client.create_model_deployment_monitoring_job request
              #
              #   # The returned object is of type Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob.
              #   p result
              #
              def create_model_deployment_monitoring_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.create_model_deployment_monitoring_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.create_model_deployment_monitoring_job.retry_policy

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

                @job_service_stub.create_model_deployment_monitoring_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Searches Model Monitoring Statistics generated within a given time window.
              #
              # @overload search_model_deployment_monitoring_stats_anomalies(request, options = nil)
              #   Pass arguments to `search_model_deployment_monitoring_stats_anomalies` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload search_model_deployment_monitoring_stats_anomalies(model_deployment_monitoring_job: nil, deployed_model_id: nil, feature_display_name: nil, objectives: nil, page_size: nil, page_token: nil, start_time: nil, end_time: nil)
              #   Pass arguments to `search_model_deployment_monitoring_stats_anomalies` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param model_deployment_monitoring_job [::String]
              #     Required. ModelDeploymentMonitoring Job resource name.
              #     Format:
              #     `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
              #   @param deployed_model_id [::String]
              #     Required. The DeployedModel ID of the
              #     [ModelDeploymentMonitoringObjectiveConfig.deployed_model_id].
              #   @param feature_display_name [::String]
              #     The feature display name. If specified, only return the stats belonging to
              #     this feature. Format:
              #     {::Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies::FeatureHistoricStatsAnomalies#feature_display_name ModelMonitoringStatsAnomalies.FeatureHistoricStatsAnomalies.feature_display_name},
              #     example: "user_destination".
              #   @param objectives [::Array<::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest::StatsAnomaliesObjective, ::Hash>]
              #     Required. Objectives of the stats to retrieve.
              #   @param page_size [::Integer]
              #     The standard list page size.
              #   @param page_token [::String]
              #     A page token received from a previous
              #     {::Google::Cloud::AIPlatform::V1::JobService::Rest::Client#search_model_deployment_monitoring_stats_anomalies JobService.SearchModelDeploymentMonitoringStatsAnomalies}
              #     call.
              #   @param start_time [::Google::Protobuf::Timestamp, ::Hash]
              #     The earliest timestamp of stats being generated.
              #     If not set, indicates fetching stats till the earliest possible one.
              #   @param end_time [::Google::Protobuf::Timestamp, ::Hash]
              #     The latest timestamp of stats being generated.
              #     If not set, indicates feching stats till the latest possible one.
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies>]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies>]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest.new
              #
              #   # Call the search_model_deployment_monitoring_stats_anomalies method.
              #   result = client.search_model_deployment_monitoring_stats_anomalies request
              #
              #   # The returned object is of type Gapic::PagedEnumerable. You can iterate
              #   # over elements, and API calls will be issued to fetch pages as needed.
              #   result.each do |item|
              #     # Each element is of type ::Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies.
              #     p item
              #   end
              #
              def search_model_deployment_monitoring_stats_anomalies request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.search_model_deployment_monitoring_stats_anomalies.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.search_model_deployment_monitoring_stats_anomalies.retry_policy

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

                @job_service_stub.search_model_deployment_monitoring_stats_anomalies request, options do |result, operation|
                  result = ::Gapic::Rest::PagedEnumerable.new @job_service_stub, :search_model_deployment_monitoring_stats_anomalies, "monitoring_stats", request, result, options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Gets a ModelDeploymentMonitoringJob.
              #
              # @overload get_model_deployment_monitoring_job(request, options = nil)
              #   Pass arguments to `get_model_deployment_monitoring_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::GetModelDeploymentMonitoringJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::GetModelDeploymentMonitoringJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload get_model_deployment_monitoring_job(name: nil)
              #   Pass arguments to `get_model_deployment_monitoring_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The resource name of the ModelDeploymentMonitoringJob.
              #     Format:
              #     `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::GetModelDeploymentMonitoringJobRequest.new
              #
              #   # Call the get_model_deployment_monitoring_job method.
              #   result = client.get_model_deployment_monitoring_job request
              #
              #   # The returned object is of type Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob.
              #   p result
              #
              def get_model_deployment_monitoring_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.get_model_deployment_monitoring_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.get_model_deployment_monitoring_job.retry_policy

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

                @job_service_stub.get_model_deployment_monitoring_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Lists ModelDeploymentMonitoringJobs in a Location.
              #
              # @overload list_model_deployment_monitoring_jobs(request, options = nil)
              #   Pass arguments to `list_model_deployment_monitoring_jobs` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::ListModelDeploymentMonitoringJobsRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::ListModelDeploymentMonitoringJobsRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload list_model_deployment_monitoring_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil)
              #   Pass arguments to `list_model_deployment_monitoring_jobs` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param parent [::String]
              #     Required. The parent of the ModelDeploymentMonitoringJob.
              #     Format: `projects/{project}/locations/{location}`
              #   @param filter [::String]
              #     The standard list filter.
              #
              #     Supported fields:
              #
              #       * `display_name` supports `=`, `!=` comparisons, and `:` wildcard.
              #       * `state` supports `=`, `!=` comparisons.
              #       * `create_time` supports `=`, `!=`,`<`, `<=`,`>`, `>=` comparisons.
              #         `create_time` must be in RFC 3339 format.
              #       * `labels` supports general map functions that is:
              #         `labels.key=value` - key:value equality
              #         `labels.key:* - key existence
              #
              #     Some examples of using the filter are:
              #
              #       * `state="JOB_STATE_SUCCEEDED" AND display_name:"my_job_*"`
              #       * `state!="JOB_STATE_FAILED" OR display_name="my_job"`
              #       * `NOT display_name="my_job"`
              #       * `create_time>"2021-05-18T00:00:00Z"`
              #       * `labels.keyA=valueA`
              #       * `labels.keyB:*`
              #   @param page_size [::Integer]
              #     The standard list page size.
              #   @param page_token [::String]
              #     The standard list page token.
              #   @param read_mask [::Google::Protobuf::FieldMask, ::Hash]
              #     Mask specifying which fields to read
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob>]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Rest::PagedEnumerable<::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob>]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::ListModelDeploymentMonitoringJobsRequest.new
              #
              #   # Call the list_model_deployment_monitoring_jobs method.
              #   result = client.list_model_deployment_monitoring_jobs request
              #
              #   # The returned object is of type Gapic::PagedEnumerable. You can iterate
              #   # over elements, and API calls will be issued to fetch pages as needed.
              #   result.each do |item|
              #     # Each element is of type ::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob.
              #     p item
              #   end
              #
              def list_model_deployment_monitoring_jobs request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.list_model_deployment_monitoring_jobs.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.list_model_deployment_monitoring_jobs.retry_policy

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

                @job_service_stub.list_model_deployment_monitoring_jobs request, options do |result, operation|
                  result = ::Gapic::Rest::PagedEnumerable.new @job_service_stub, :list_model_deployment_monitoring_jobs, "model_deployment_monitoring_jobs", request, result, options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Updates a ModelDeploymentMonitoringJob.
              #
              # @overload update_model_deployment_monitoring_job(request, options = nil)
              #   Pass arguments to `update_model_deployment_monitoring_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::UpdateModelDeploymentMonitoringJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::UpdateModelDeploymentMonitoringJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload update_model_deployment_monitoring_job(model_deployment_monitoring_job: nil, update_mask: nil)
              #   Pass arguments to `update_model_deployment_monitoring_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param model_deployment_monitoring_job [::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob, ::Hash]
              #     Required. The model monitoring configuration which replaces the resource on
              #     the server.
              #   @param update_mask [::Google::Protobuf::FieldMask, ::Hash]
              #     Required. The update mask is used to specify the fields to be overwritten
              #     in the ModelDeploymentMonitoringJob resource by the update. The fields
              #     specified in the update_mask are relative to the resource, not the full
              #     request. A field will be overwritten if it is in the mask. If the user does
              #     not provide a mask then only the non-empty fields present in the request
              #     will be overwritten. Set the update_mask to `*` to override all fields. For
              #     the objective config, the user can either provide the update mask for
              #     model_deployment_monitoring_objective_configs or any combination of its
              #     nested fields, such as:
              #     model_deployment_monitoring_objective_configs.objective_config.training_dataset.
              #
              #     Updatable fields:
              #
              #       * `display_name`
              #       * `model_deployment_monitoring_schedule_config`
              #       * `model_monitoring_alert_config`
              #       * `logging_sampling_strategy`
              #       * `labels`
              #       * `log_ttl`
              #       * `enable_monitoring_pipeline_logs`
              #     .  and
              #       * `model_deployment_monitoring_objective_configs`
              #     .  or
              #       * `model_deployment_monitoring_objective_configs.objective_config.training_dataset`
              #       * `model_deployment_monitoring_objective_configs.objective_config.training_prediction_skew_detection_config`
              #       * `model_deployment_monitoring_objective_configs.objective_config.prediction_drift_detection_config`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Operation]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Operation]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::UpdateModelDeploymentMonitoringJobRequest.new
              #
              #   # Call the update_model_deployment_monitoring_job method.
              #   result = client.update_model_deployment_monitoring_job request
              #
              #   # The returned object is of type Gapic::Operation. You can use it to
              #   # check the status of an operation, cancel it, or wait for results.
              #   # Here is how to wait for a response.
              #   result.wait_until_done! timeout: 60
              #   if result.response?
              #     p result.response
              #   else
              #     puts "No response received."
              #   end
              #
              def update_model_deployment_monitoring_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.update_model_deployment_monitoring_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.update_model_deployment_monitoring_job.retry_policy

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

                @job_service_stub.update_model_deployment_monitoring_job request, options do |result, operation|
                  result = ::Gapic::Operation.new result, @operations_client, options: options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Deletes a ModelDeploymentMonitoringJob.
              #
              # @overload delete_model_deployment_monitoring_job(request, options = nil)
              #   Pass arguments to `delete_model_deployment_monitoring_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::DeleteModelDeploymentMonitoringJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::DeleteModelDeploymentMonitoringJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload delete_model_deployment_monitoring_job(name: nil)
              #   Pass arguments to `delete_model_deployment_monitoring_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The resource name of the model monitoring job to delete.
              #     Format:
              #     `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Gapic::Operation]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Gapic::Operation]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::DeleteModelDeploymentMonitoringJobRequest.new
              #
              #   # Call the delete_model_deployment_monitoring_job method.
              #   result = client.delete_model_deployment_monitoring_job request
              #
              #   # The returned object is of type Gapic::Operation. You can use it to
              #   # check the status of an operation, cancel it, or wait for results.
              #   # Here is how to wait for a response.
              #   result.wait_until_done! timeout: 60
              #   if result.response?
              #     p result.response
              #   else
              #     puts "No response received."
              #   end
              #
              def delete_model_deployment_monitoring_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.delete_model_deployment_monitoring_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.delete_model_deployment_monitoring_job.retry_policy

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

                @job_service_stub.delete_model_deployment_monitoring_job request, options do |result, operation|
                  result = ::Gapic::Operation.new result, @operations_client, options: options
                  yield result, operation if block_given?
                  throw :response, result
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Pauses a ModelDeploymentMonitoringJob. If the job is running, the server
              # makes a best effort to cancel the job. Will mark
              # {::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob#state ModelDeploymentMonitoringJob.state}
              # to 'PAUSED'.
              #
              # @overload pause_model_deployment_monitoring_job(request, options = nil)
              #   Pass arguments to `pause_model_deployment_monitoring_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::PauseModelDeploymentMonitoringJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::PauseModelDeploymentMonitoringJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload pause_model_deployment_monitoring_job(name: nil)
              #   Pass arguments to `pause_model_deployment_monitoring_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The resource name of the ModelDeploymentMonitoringJob to pause.
              #     Format:
              #     `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Protobuf::Empty]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Protobuf::Empty]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::PauseModelDeploymentMonitoringJobRequest.new
              #
              #   # Call the pause_model_deployment_monitoring_job method.
              #   result = client.pause_model_deployment_monitoring_job request
              #
              #   # The returned object is of type Google::Protobuf::Empty.
              #   p result
              #
              def pause_model_deployment_monitoring_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.pause_model_deployment_monitoring_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.pause_model_deployment_monitoring_job.retry_policy

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

                @job_service_stub.pause_model_deployment_monitoring_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Resumes a paused ModelDeploymentMonitoringJob. It will start to run from
              # next scheduled time. A deleted ModelDeploymentMonitoringJob can't be
              # resumed.
              #
              # @overload resume_model_deployment_monitoring_job(request, options = nil)
              #   Pass arguments to `resume_model_deployment_monitoring_job` via a request object, either of type
              #   {::Google::Cloud::AIPlatform::V1::ResumeModelDeploymentMonitoringJobRequest} or an equivalent Hash.
              #
              #   @param request [::Google::Cloud::AIPlatform::V1::ResumeModelDeploymentMonitoringJobRequest, ::Hash]
              #     A request object representing the call parameters. Required. To specify no
              #     parameters, or to keep all the default parameter values, pass an empty Hash.
              #   @param options [::Gapic::CallOptions, ::Hash]
              #     Overrides the default settings for this call, e.g, timeout, retries etc. Optional.
              #
              # @overload resume_model_deployment_monitoring_job(name: nil)
              #   Pass arguments to `resume_model_deployment_monitoring_job` via keyword arguments. Note that at
              #   least one keyword argument is required. To specify no parameters, or to keep all
              #   the default parameter values, pass an empty Hash as a request object (see above).
              #
              #   @param name [::String]
              #     Required. The resource name of the ModelDeploymentMonitoringJob to resume.
              #     Format:
              #     `projects/{project}/locations/{location}/modelDeploymentMonitoringJobs/{model_deployment_monitoring_job}`
              # @yield [result, operation] Access the result along with the TransportOperation object
              # @yieldparam result [::Google::Protobuf::Empty]
              # @yieldparam operation [::Gapic::Rest::TransportOperation]
              #
              # @return [::Google::Protobuf::Empty]
              #
              # @raise [::Google::Cloud::Error] if the REST call is aborted.
              #
              # @example Basic example
              #   require "google/cloud/ai_platform/v1"
              #
              #   # Create a client object. The client can be reused for multiple calls.
              #   client = Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new
              #
              #   # Create a request. To set request fields, pass in keyword arguments.
              #   request = Google::Cloud::AIPlatform::V1::ResumeModelDeploymentMonitoringJobRequest.new
              #
              #   # Call the resume_model_deployment_monitoring_job method.
              #   result = client.resume_model_deployment_monitoring_job request
              #
              #   # The returned object is of type Google::Protobuf::Empty.
              #   p result
              #
              def resume_model_deployment_monitoring_job request, options = nil
                raise ::ArgumentError, "request must be provided" if request.nil?

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

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

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

                # Set x-goog-api-client, x-goog-user-project and x-goog-api-version headers
                call_metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \
                  lib_name: @config.lib_name, lib_version: @config.lib_version,
                  gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION,
                  transports_version_send: [:rest]

                call_metadata[:"x-goog-api-version"] = API_VERSION unless API_VERSION.empty?
                call_metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id

                options.apply_defaults timeout:      @config.rpcs.resume_model_deployment_monitoring_job.timeout,
                                       metadata:     call_metadata,
                                       retry_policy: @config.rpcs.resume_model_deployment_monitoring_job.retry_policy

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

                @job_service_stub.resume_model_deployment_monitoring_job request, options do |result, operation|
                  yield result, operation if block_given?
                end
              rescue ::Gapic::Rest::Error => e
                raise ::Google::Cloud::Error.from_error(e)
              end

              ##
              # Configuration class for the JobService REST API.
              #
              # This class represents the configuration for JobService REST,
              # 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
              # {::Google::Cloud::AIPlatform::V1::JobService::Rest::Client::Configuration::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.
              #
              # @example
              #
              #   # Modify the global config, setting the timeout for
              #   # create_custom_job to 20 seconds,
              #   # and all remaining timeouts to 10 seconds.
              #   ::Google::Cloud::AIPlatform::V1::JobService::Rest::Client.configure do |config|
              #     config.timeout = 10.0
              #     config.rpcs.create_custom_job.timeout = 20.0
              #   end
              #
              #   # Apply the above configuration only to a new client.
              #   client = ::Google::Cloud::AIPlatform::V1::JobService::Rest::Client.new do |config|
              #     config.timeout = 10.0
              #     config.rpcs.create_custom_job.timeout = 20.0
              #   end
              #
              # @!attribute [rw] endpoint
              #   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.
              #   @return [::String,nil]
              # @!attribute [rw] credentials
              #   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](https://rubydoc.info/gems/googleauth/Google/Auth/Credentials))
              #    *  (`Signet::OAuth2::Client`) A signet oauth2 client object
              #       (see the [signet docs](https://rubydoc.info/gems/signet/Signet/OAuth2/Client))
              #    *  (`nil`) indicating no credentials
              #
              #   Warning: If you accept a credential configuration (JSON file or Hash) from an
              #   external source for authentication to Google Cloud, you must validate it before
              #   providing it to a Google API client library. Providing an unvalidated credential
              #   configuration to Google APIs can compromise the security of your systems and data.
              #   For more information, refer to [Validate credential configurations from external
              #   sources](https://cloud.google.com/docs/authentication/external/externally-sourced-credentials).
              #   @return [::Object]
              # @!attribute [rw] scope
              #   The OAuth scopes
              #   @return [::Array<::String>]
              # @!attribute [rw] lib_name
              #   The library name as recorded in instrumentation and logging
              #   @return [::String]
              # @!attribute [rw] lib_version
              #   The library version as recorded in instrumentation and logging
              #   @return [::String]
              # @!attribute [rw] timeout
              #   The call timeout in seconds.
              #   @return [::Numeric]
              # @!attribute [rw] metadata
              #   Additional headers to be sent with the call.
              #   @return [::Hash{::Symbol=>::String}]
              # @!attribute [rw] retry_policy
              #   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.
              #   @return [::Hash]
              # @!attribute [rw] quota_project
              #   A separate project against which to charge quota.
              #   @return [::String]
              # @!attribute [rw] universe_domain
              #   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).
              #   @return [::String,nil]
              # @!attribute [rw] logger
              #   A custom logger to use for request/response debug logging, or the value
              #   `:default` (the default) to construct a default logger, or `nil` to
              #   explicitly disable logging.
              #   @return [::Logger,:default,nil]
              #
              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, ::Google::Auth::BaseClient, ::Signet::OAuth2::Client, nil]
                  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 :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
                # Overrides for http bindings for the RPCs of this service
                # are only used when this service is used as mixin, and only
                # by the host service.
                # @return [::Hash{::Symbol=>::Array<::Gapic::Rest::GrpcTranscoder::HttpBinding>}]
                config_attr :bindings_override, {}, ::Hash, nil
                config_attr :logger, :default, ::Logger, nil, :default

                # @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 RPC class for the JobService 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 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_custom_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :create_custom_job
                  ##
                  # RPC-specific configuration for `get_custom_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :get_custom_job
                  ##
                  # RPC-specific configuration for `list_custom_jobs`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :list_custom_jobs
                  ##
                  # RPC-specific configuration for `delete_custom_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :delete_custom_job
                  ##
                  # RPC-specific configuration for `cancel_custom_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :cancel_custom_job
                  ##
                  # RPC-specific configuration for `create_data_labeling_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :create_data_labeling_job
                  ##
                  # RPC-specific configuration for `get_data_labeling_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :get_data_labeling_job
                  ##
                  # RPC-specific configuration for `list_data_labeling_jobs`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :list_data_labeling_jobs
                  ##
                  # RPC-specific configuration for `delete_data_labeling_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :delete_data_labeling_job
                  ##
                  # RPC-specific configuration for `cancel_data_labeling_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :cancel_data_labeling_job
                  ##
                  # RPC-specific configuration for `create_hyperparameter_tuning_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :create_hyperparameter_tuning_job
                  ##
                  # RPC-specific configuration for `get_hyperparameter_tuning_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :get_hyperparameter_tuning_job
                  ##
                  # RPC-specific configuration for `list_hyperparameter_tuning_jobs`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :list_hyperparameter_tuning_jobs
                  ##
                  # RPC-specific configuration for `delete_hyperparameter_tuning_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :delete_hyperparameter_tuning_job
                  ##
                  # RPC-specific configuration for `cancel_hyperparameter_tuning_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :cancel_hyperparameter_tuning_job
                  ##
                  # RPC-specific configuration for `create_nas_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :create_nas_job
                  ##
                  # RPC-specific configuration for `get_nas_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :get_nas_job
                  ##
                  # RPC-specific configuration for `list_nas_jobs`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :list_nas_jobs
                  ##
                  # RPC-specific configuration for `delete_nas_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :delete_nas_job
                  ##
                  # RPC-specific configuration for `cancel_nas_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :cancel_nas_job
                  ##
                  # RPC-specific configuration for `get_nas_trial_detail`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :get_nas_trial_detail
                  ##
                  # RPC-specific configuration for `list_nas_trial_details`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :list_nas_trial_details
                  ##
                  # RPC-specific configuration for `create_batch_prediction_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :create_batch_prediction_job
                  ##
                  # RPC-specific configuration for `get_batch_prediction_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :get_batch_prediction_job
                  ##
                  # RPC-specific configuration for `list_batch_prediction_jobs`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :list_batch_prediction_jobs
                  ##
                  # RPC-specific configuration for `delete_batch_prediction_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :delete_batch_prediction_job
                  ##
                  # RPC-specific configuration for `cancel_batch_prediction_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :cancel_batch_prediction_job
                  ##
                  # RPC-specific configuration for `create_model_deployment_monitoring_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :create_model_deployment_monitoring_job
                  ##
                  # RPC-specific configuration for `search_model_deployment_monitoring_stats_anomalies`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :search_model_deployment_monitoring_stats_anomalies
                  ##
                  # RPC-specific configuration for `get_model_deployment_monitoring_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :get_model_deployment_monitoring_job
                  ##
                  # RPC-specific configuration for `list_model_deployment_monitoring_jobs`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :list_model_deployment_monitoring_jobs
                  ##
                  # RPC-specific configuration for `update_model_deployment_monitoring_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :update_model_deployment_monitoring_job
                  ##
                  # RPC-specific configuration for `delete_model_deployment_monitoring_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :delete_model_deployment_monitoring_job
                  ##
                  # RPC-specific configuration for `pause_model_deployment_monitoring_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :pause_model_deployment_monitoring_job
                  ##
                  # RPC-specific configuration for `resume_model_deployment_monitoring_job`
                  # @return [::Gapic::Config::Method]
                  #
                  attr_reader :resume_model_deployment_monitoring_job

                  # @private
                  def initialize parent_rpcs = nil
                    create_custom_job_config = parent_rpcs.create_custom_job if parent_rpcs.respond_to? :create_custom_job
                    @create_custom_job = ::Gapic::Config::Method.new create_custom_job_config
                    get_custom_job_config = parent_rpcs.get_custom_job if parent_rpcs.respond_to? :get_custom_job
                    @get_custom_job = ::Gapic::Config::Method.new get_custom_job_config
                    list_custom_jobs_config = parent_rpcs.list_custom_jobs if parent_rpcs.respond_to? :list_custom_jobs
                    @list_custom_jobs = ::Gapic::Config::Method.new list_custom_jobs_config
                    delete_custom_job_config = parent_rpcs.delete_custom_job if parent_rpcs.respond_to? :delete_custom_job
                    @delete_custom_job = ::Gapic::Config::Method.new delete_custom_job_config
                    cancel_custom_job_config = parent_rpcs.cancel_custom_job if parent_rpcs.respond_to? :cancel_custom_job
                    @cancel_custom_job = ::Gapic::Config::Method.new cancel_custom_job_config
                    create_data_labeling_job_config = parent_rpcs.create_data_labeling_job if parent_rpcs.respond_to? :create_data_labeling_job
                    @create_data_labeling_job = ::Gapic::Config::Method.new create_data_labeling_job_config
                    get_data_labeling_job_config = parent_rpcs.get_data_labeling_job if parent_rpcs.respond_to? :get_data_labeling_job
                    @get_data_labeling_job = ::Gapic::Config::Method.new get_data_labeling_job_config
                    list_data_labeling_jobs_config = parent_rpcs.list_data_labeling_jobs if parent_rpcs.respond_to? :list_data_labeling_jobs
                    @list_data_labeling_jobs = ::Gapic::Config::Method.new list_data_labeling_jobs_config
                    delete_data_labeling_job_config = parent_rpcs.delete_data_labeling_job if parent_rpcs.respond_to? :delete_data_labeling_job
                    @delete_data_labeling_job = ::Gapic::Config::Method.new delete_data_labeling_job_config
                    cancel_data_labeling_job_config = parent_rpcs.cancel_data_labeling_job if parent_rpcs.respond_to? :cancel_data_labeling_job
                    @cancel_data_labeling_job = ::Gapic::Config::Method.new cancel_data_labeling_job_config
                    create_hyperparameter_tuning_job_config = parent_rpcs.create_hyperparameter_tuning_job if parent_rpcs.respond_to? :create_hyperparameter_tuning_job
                    @create_hyperparameter_tuning_job = ::Gapic::Config::Method.new create_hyperparameter_tuning_job_config
                    get_hyperparameter_tuning_job_config = parent_rpcs.get_hyperparameter_tuning_job if parent_rpcs.respond_to? :get_hyperparameter_tuning_job
                    @get_hyperparameter_tuning_job = ::Gapic::Config::Method.new get_hyperparameter_tuning_job_config
                    list_hyperparameter_tuning_jobs_config = parent_rpcs.list_hyperparameter_tuning_jobs if parent_rpcs.respond_to? :list_hyperparameter_tuning_jobs
                    @list_hyperparameter_tuning_jobs = ::Gapic::Config::Method.new list_hyperparameter_tuning_jobs_config
                    delete_hyperparameter_tuning_job_config = parent_rpcs.delete_hyperparameter_tuning_job if parent_rpcs.respond_to? :delete_hyperparameter_tuning_job
                    @delete_hyperparameter_tuning_job = ::Gapic::Config::Method.new delete_hyperparameter_tuning_job_config
                    cancel_hyperparameter_tuning_job_config = parent_rpcs.cancel_hyperparameter_tuning_job if parent_rpcs.respond_to? :cancel_hyperparameter_tuning_job
                    @cancel_hyperparameter_tuning_job = ::Gapic::Config::Method.new cancel_hyperparameter_tuning_job_config
                    create_nas_job_config = parent_rpcs.create_nas_job if parent_rpcs.respond_to? :create_nas_job
                    @create_nas_job = ::Gapic::Config::Method.new create_nas_job_config
                    get_nas_job_config = parent_rpcs.get_nas_job if parent_rpcs.respond_to? :get_nas_job
                    @get_nas_job = ::Gapic::Config::Method.new get_nas_job_config
                    list_nas_jobs_config = parent_rpcs.list_nas_jobs if parent_rpcs.respond_to? :list_nas_jobs
                    @list_nas_jobs = ::Gapic::Config::Method.new list_nas_jobs_config
                    delete_nas_job_config = parent_rpcs.delete_nas_job if parent_rpcs.respond_to? :delete_nas_job
                    @delete_nas_job = ::Gapic::Config::Method.new delete_nas_job_config
                    cancel_nas_job_config = parent_rpcs.cancel_nas_job if parent_rpcs.respond_to? :cancel_nas_job
                    @cancel_nas_job = ::Gapic::Config::Method.new cancel_nas_job_config
                    get_nas_trial_detail_config = parent_rpcs.get_nas_trial_detail if parent_rpcs.respond_to? :get_nas_trial_detail
                    @get_nas_trial_detail = ::Gapic::Config::Method.new get_nas_trial_detail_config
                    list_nas_trial_details_config = parent_rpcs.list_nas_trial_details if parent_rpcs.respond_to? :list_nas_trial_details
                    @list_nas_trial_details = ::Gapic::Config::Method.new list_nas_trial_details_config
                    create_batch_prediction_job_config = parent_rpcs.create_batch_prediction_job if parent_rpcs.respond_to? :create_batch_prediction_job
                    @create_batch_prediction_job = ::Gapic::Config::Method.new create_batch_prediction_job_config
                    get_batch_prediction_job_config = parent_rpcs.get_batch_prediction_job if parent_rpcs.respond_to? :get_batch_prediction_job
                    @get_batch_prediction_job = ::Gapic::Config::Method.new get_batch_prediction_job_config
                    list_batch_prediction_jobs_config = parent_rpcs.list_batch_prediction_jobs if parent_rpcs.respond_to? :list_batch_prediction_jobs
                    @list_batch_prediction_jobs = ::Gapic::Config::Method.new list_batch_prediction_jobs_config
                    delete_batch_prediction_job_config = parent_rpcs.delete_batch_prediction_job if parent_rpcs.respond_to? :delete_batch_prediction_job
                    @delete_batch_prediction_job = ::Gapic::Config::Method.new delete_batch_prediction_job_config
                    cancel_batch_prediction_job_config = parent_rpcs.cancel_batch_prediction_job if parent_rpcs.respond_to? :cancel_batch_prediction_job
                    @cancel_batch_prediction_job = ::Gapic::Config::Method.new cancel_batch_prediction_job_config
                    create_model_deployment_monitoring_job_config = parent_rpcs.create_model_deployment_monitoring_job if parent_rpcs.respond_to? :create_model_deployment_monitoring_job
                    @create_model_deployment_monitoring_job = ::Gapic::Config::Method.new create_model_deployment_monitoring_job_config
                    search_model_deployment_monitoring_stats_anomalies_config = parent_rpcs.search_model_deployment_monitoring_stats_anomalies if parent_rpcs.respond_to? :search_model_deployment_monitoring_stats_anomalies
                    @search_model_deployment_monitoring_stats_anomalies = ::Gapic::Config::Method.new search_model_deployment_monitoring_stats_anomalies_config
                    get_model_deployment_monitoring_job_config = parent_rpcs.get_model_deployment_monitoring_job if parent_rpcs.respond_to? :get_model_deployment_monitoring_job
                    @get_model_deployment_monitoring_job = ::Gapic::Config::Method.new get_model_deployment_monitoring_job_config
                    list_model_deployment_monitoring_jobs_config = parent_rpcs.list_model_deployment_monitoring_jobs if parent_rpcs.respond_to? :list_model_deployment_monitoring_jobs
                    @list_model_deployment_monitoring_jobs = ::Gapic::Config::Method.new list_model_deployment_monitoring_jobs_config
                    update_model_deployment_monitoring_job_config = parent_rpcs.update_model_deployment_monitoring_job if parent_rpcs.respond_to? :update_model_deployment_monitoring_job
                    @update_model_deployment_monitoring_job = ::Gapic::Config::Method.new update_model_deployment_monitoring_job_config
                    delete_model_deployment_monitoring_job_config = parent_rpcs.delete_model_deployment_monitoring_job if parent_rpcs.respond_to? :delete_model_deployment_monitoring_job
                    @delete_model_deployment_monitoring_job = ::Gapic::Config::Method.new delete_model_deployment_monitoring_job_config
                    pause_model_deployment_monitoring_job_config = parent_rpcs.pause_model_deployment_monitoring_job if parent_rpcs.respond_to? :pause_model_deployment_monitoring_job
                    @pause_model_deployment_monitoring_job = ::Gapic::Config::Method.new pause_model_deployment_monitoring_job_config
                    resume_model_deployment_monitoring_job_config = parent_rpcs.resume_model_deployment_monitoring_job if parent_rpcs.respond_to? :resume_model_deployment_monitoring_job
                    @resume_model_deployment_monitoring_job = ::Gapic::Config::Method.new resume_model_deployment_monitoring_job_config

                    yield self if block_given?
                  end
                end
              end
            end
          end
        end
      end
    end
  end
end
