# frozen_string_literal: true # Copyright 2022 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/endpoint_service_pb" require "google/cloud/location" require "google/iam/v1" module Google module Cloud module AIPlatform module V1 module EndpointService ## # Client for the EndpointService service. # # A service for managing Vertex AI's Endpoints. # class Client include Paths # @private attr_reader :endpoint_service_stub ## # Configure the EndpointService Client class. # # See {::Google::Cloud::AIPlatform::V1::EndpointService::Client::Configuration} # for a description of the configuration fields. # # @example # # # Modify the configuration for all EndpointService clients # ::Google::Cloud::AIPlatform::V1::EndpointService::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 EndpointService 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::EndpointService::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 ## # Create a new EndpointService client object. # # @example # # # Create a client using the default configuration # client = ::Google::Cloud::AIPlatform::V1::EndpointService::Client.new # # # Create a client using a custom configuration # client = ::Google::Cloud::AIPlatform::V1::EndpointService::Client.new do |config| # config.timeout = 10.0 # end # # @yield [config] Configure the EndpointService client. # @yieldparam config [Client::Configuration] # def initialize # These require statements are intentionally placed here to initialize # the gRPC module only when it's required. # See https://github.com/googleapis/toolkit/issues/446 require "gapic/grpc" require "google/cloud/aiplatform/v1/endpoint_service_services_pb" # Create the configuration object @config = Configuration.new Client.configure # Yield the configuration if needed yield @config if block_given? # Create credentials credentials = @config.credentials # Use self-signed JWT if the endpoint is unchanged from default, # but only if the default endpoint does not have a region prefix. enable_self_signed_jwt = @config.endpoint == Configuration::DEFAULT_ENDPOINT && !@config.endpoint.split(".").first.include?("-") credentials ||= Credentials.default scope: @config.scope, enable_self_signed_jwt: enable_self_signed_jwt if credentials.is_a?(::String) || credentials.is_a?(::Hash) credentials = Credentials.new credentials, scope: @config.scope end @quota_project_id = @config.quota_project @quota_project_id ||= credentials.quota_project_id if credentials.respond_to? :quota_project_id @operations_client = Operations.new do |config| config.credentials = credentials config.quota_project = @quota_project_id config.endpoint = @config.endpoint end @location_client = Google::Cloud::Location::Locations::Client.new do |config| config.credentials = credentials config.quota_project = @quota_project_id config.endpoint = @config.endpoint end @iam_policy_client = Google::Iam::V1::IAMPolicy::Client.new do |config| config.credentials = credentials config.quota_project = @quota_project_id config.endpoint = @config.endpoint end @endpoint_service_stub = ::Gapic::ServiceStub.new( ::Google::Cloud::AIPlatform::V1::EndpointService::Stub, credentials: credentials, endpoint: @config.endpoint, channel_args: @config.channel_args, interceptors: @config.interceptors ) end ## # Get the associated client for long-running operations. # # @return [::Google::Cloud::AIPlatform::V1::EndpointService::Operations] # attr_reader :operations_client ## # Get the associated client for mix-in of the Locations. # # @return [Google::Cloud::Location::Locations::Client] # attr_reader :location_client ## # Get the associated client for mix-in of the IAMPolicy. # # @return [Google::Iam::V1::IAMPolicy::Client] # attr_reader :iam_policy_client # Service calls ## # Creates an Endpoint. # # @overload create_endpoint(request, options = nil) # Pass arguments to `create_endpoint` via a request object, either of type # {::Google::Cloud::AIPlatform::V1::CreateEndpointRequest} or an equivalent Hash. # # @param request [::Google::Cloud::AIPlatform::V1::CreateEndpointRequest, ::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_endpoint(parent: nil, endpoint: nil, endpoint_id: nil) # Pass arguments to `create_endpoint` 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 Endpoint in. # Format: `projects/{project}/locations/{location}` # @param endpoint [::Google::Cloud::AIPlatform::V1::Endpoint, ::Hash] # Required. The Endpoint to create. # @param endpoint_id [::String] # Immutable. The ID to use for endpoint, which will become the final # component of the endpoint resource name. # If not provided, Vertex AI will generate a value for this ID. # # If the first character is a letter, this value may be up to 63 characters, # and valid characters are `[a-z0-9-]`. The last character must be a letter # or number. # # If the first character is a number, this value may be up to 9 characters, # and valid characters are `[0-9]` with no leading zeros. # # When using HTTP/JSON, this field is populated # based on a query string argument, such as `?endpoint_id=12345`. This is the # fallback for fields that are not included in either the URI or the body. # # @yield [response, operation] Access the result along with the RPC operation # @yieldparam response [::Gapic::Operation] # @yieldparam operation [::GRPC::ActiveCall::Operation] # # @return [::Gapic::Operation] # # @raise [::Google::Cloud::Error] if the RPC 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::EndpointService::Client.new # # # Create a request. To set request fields, pass in keyword arguments. # request = Google::Cloud::AIPlatform::V1::CreateEndpointRequest.new # # # Call the create_endpoint method. # result = client.create_endpoint 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 create_endpoint request, options = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreateEndpointRequest # Converts hash and nil to an options object options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h # Customize the options with defaults metadata = @config.rpcs.create_endpoint.metadata.to_h # Set x-goog-api-client and x-goog-user-project headers metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \ lib_name: @config.lib_name, lib_version: @config.lib_version, gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id header_params = {} if request.parent header_params["parent"] = request.parent end request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&") metadata[:"x-goog-request-params"] ||= request_params_header options.apply_defaults timeout: @config.rpcs.create_endpoint.timeout, metadata: metadata, retry_policy: @config.rpcs.create_endpoint.retry_policy options.apply_defaults timeout: @config.timeout, metadata: @config.metadata, retry_policy: @config.retry_policy @endpoint_service_stub.call_rpc :create_endpoint, request, options: options do |response, operation| response = ::Gapic::Operation.new response, @operations_client, options: options yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end ## # Gets an Endpoint. # # @overload get_endpoint(request, options = nil) # Pass arguments to `get_endpoint` via a request object, either of type # {::Google::Cloud::AIPlatform::V1::GetEndpointRequest} or an equivalent Hash. # # @param request [::Google::Cloud::AIPlatform::V1::GetEndpointRequest, ::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_endpoint(name: nil) # Pass arguments to `get_endpoint` 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 Endpoint resource. # Format: # `projects/{project}/locations/{location}/endpoints/{endpoint}` # # @yield [response, operation] Access the result along with the RPC operation # @yieldparam response [::Google::Cloud::AIPlatform::V1::Endpoint] # @yieldparam operation [::GRPC::ActiveCall::Operation] # # @return [::Google::Cloud::AIPlatform::V1::Endpoint] # # @raise [::Google::Cloud::Error] if the RPC 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::EndpointService::Client.new # # # Create a request. To set request fields, pass in keyword arguments. # request = Google::Cloud::AIPlatform::V1::GetEndpointRequest.new # # # Call the get_endpoint method. # result = client.get_endpoint request # # # The returned object is of type Google::Cloud::AIPlatform::V1::Endpoint. # p result # def get_endpoint request, options = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetEndpointRequest # Converts hash and nil to an options object options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h # Customize the options with defaults metadata = @config.rpcs.get_endpoint.metadata.to_h # Set x-goog-api-client and x-goog-user-project headers metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \ lib_name: @config.lib_name, lib_version: @config.lib_version, gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id header_params = {} if request.name header_params["name"] = request.name end request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&") metadata[:"x-goog-request-params"] ||= request_params_header options.apply_defaults timeout: @config.rpcs.get_endpoint.timeout, metadata: metadata, retry_policy: @config.rpcs.get_endpoint.retry_policy options.apply_defaults timeout: @config.timeout, metadata: @config.metadata, retry_policy: @config.retry_policy @endpoint_service_stub.call_rpc :get_endpoint, request, options: options do |response, operation| yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end ## # Lists Endpoints in a Location. # # @overload list_endpoints(request, options = nil) # Pass arguments to `list_endpoints` via a request object, either of type # {::Google::Cloud::AIPlatform::V1::ListEndpointsRequest} or an equivalent Hash. # # @param request [::Google::Cloud::AIPlatform::V1::ListEndpointsRequest, ::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_endpoints(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil, order_by: nil) # Pass arguments to `list_endpoints` 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 from which to list the # Endpoints. Format: `projects/{project}/locations/{location}` # @param filter [::String] # Optional. An expression for filtering the results of the request. For field # names both snake_case and camelCase are supported. # # * `endpoint` supports = and !=. `endpoint` represents the Endpoint ID, # i.e. the last segment of the Endpoint's [resource # name][google.cloud.aiplatform.v1.Endpoint.name]. # * `display_name` supports = and, != # * `labels` supports general map functions that is: # * `labels.key=value` - key:value equality # * `labels.key:* or labels:key - key existence # * A key including a space must be quoted. `labels."a key"`. # # Some examples: # * `endpoint=1` # * `displayName="myDisplayName"` # * `labels.myKey="myValue"` # @param page_size [::Integer] # Optional. The standard list page size. # @param page_token [::String] # Optional. The standard list page token. # Typically obtained via # {::Google::Cloud::AIPlatform::V1::ListEndpointsResponse#next_page_token ListEndpointsResponse.next_page_token} # of the previous # {::Google::Cloud::AIPlatform::V1::EndpointService::Client#list_endpoints EndpointService.ListEndpoints} # call. # @param read_mask [::Google::Protobuf::FieldMask, ::Hash] # Optional. Mask specifying which fields to read. # @param order_by [::String] # A comma-separated list of fields to order by, sorted in ascending order. # Use "desc" after a field name for descending. # Supported fields: # * `display_name` # * `create_time` # * `update_time` # # Example: `display_name, create_time desc`. # # @yield [response, operation] Access the result along with the RPC operation # @yieldparam response [::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Endpoint>] # @yieldparam operation [::GRPC::ActiveCall::Operation] # # @return [::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::Endpoint>] # # @raise [::Google::Cloud::Error] if the RPC 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::EndpointService::Client.new # # # Create a request. To set request fields, pass in keyword arguments. # request = Google::Cloud::AIPlatform::V1::ListEndpointsRequest.new # # # Call the list_endpoints method. # result = client.list_endpoints 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::Endpoint. # p item # end # def list_endpoints request, options = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListEndpointsRequest # Converts hash and nil to an options object options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h # Customize the options with defaults metadata = @config.rpcs.list_endpoints.metadata.to_h # Set x-goog-api-client and x-goog-user-project headers metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \ lib_name: @config.lib_name, lib_version: @config.lib_version, gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id header_params = {} if request.parent header_params["parent"] = request.parent end request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&") metadata[:"x-goog-request-params"] ||= request_params_header options.apply_defaults timeout: @config.rpcs.list_endpoints.timeout, metadata: metadata, retry_policy: @config.rpcs.list_endpoints.retry_policy options.apply_defaults timeout: @config.timeout, metadata: @config.metadata, retry_policy: @config.retry_policy @endpoint_service_stub.call_rpc :list_endpoints, request, options: options do |response, operation| response = ::Gapic::PagedEnumerable.new @endpoint_service_stub, :list_endpoints, request, response, operation, options yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end ## # Updates an Endpoint. # # @overload update_endpoint(request, options = nil) # Pass arguments to `update_endpoint` via a request object, either of type # {::Google::Cloud::AIPlatform::V1::UpdateEndpointRequest} or an equivalent Hash. # # @param request [::Google::Cloud::AIPlatform::V1::UpdateEndpointRequest, ::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_endpoint(endpoint: nil, update_mask: nil) # Pass arguments to `update_endpoint` 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 endpoint [::Google::Cloud::AIPlatform::V1::Endpoint, ::Hash] # Required. The Endpoint which replaces the resource on the server. # @param update_mask [::Google::Protobuf::FieldMask, ::Hash] # Required. The update mask applies to the resource. See # {::Google::Protobuf::FieldMask google.protobuf.FieldMask}. # # @yield [response, operation] Access the result along with the RPC operation # @yieldparam response [::Google::Cloud::AIPlatform::V1::Endpoint] # @yieldparam operation [::GRPC::ActiveCall::Operation] # # @return [::Google::Cloud::AIPlatform::V1::Endpoint] # # @raise [::Google::Cloud::Error] if the RPC 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::EndpointService::Client.new # # # Create a request. To set request fields, pass in keyword arguments. # request = Google::Cloud::AIPlatform::V1::UpdateEndpointRequest.new # # # Call the update_endpoint method. # result = client.update_endpoint request # # # The returned object is of type Google::Cloud::AIPlatform::V1::Endpoint. # p result # def update_endpoint request, options = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::UpdateEndpointRequest # Converts hash and nil to an options object options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h # Customize the options with defaults metadata = @config.rpcs.update_endpoint.metadata.to_h # Set x-goog-api-client and x-goog-user-project headers metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \ lib_name: @config.lib_name, lib_version: @config.lib_version, gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id header_params = {} if request.endpoint&.name header_params["endpoint.name"] = request.endpoint.name end request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&") metadata[:"x-goog-request-params"] ||= request_params_header options.apply_defaults timeout: @config.rpcs.update_endpoint.timeout, metadata: metadata, retry_policy: @config.rpcs.update_endpoint.retry_policy options.apply_defaults timeout: @config.timeout, metadata: @config.metadata, retry_policy: @config.retry_policy @endpoint_service_stub.call_rpc :update_endpoint, request, options: options do |response, operation| yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end ## # Deletes an Endpoint. # # @overload delete_endpoint(request, options = nil) # Pass arguments to `delete_endpoint` via a request object, either of type # {::Google::Cloud::AIPlatform::V1::DeleteEndpointRequest} or an equivalent Hash. # # @param request [::Google::Cloud::AIPlatform::V1::DeleteEndpointRequest, ::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_endpoint(name: nil) # Pass arguments to `delete_endpoint` 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 Endpoint resource to be deleted. # Format: # `projects/{project}/locations/{location}/endpoints/{endpoint}` # # @yield [response, operation] Access the result along with the RPC operation # @yieldparam response [::Gapic::Operation] # @yieldparam operation [::GRPC::ActiveCall::Operation] # # @return [::Gapic::Operation] # # @raise [::Google::Cloud::Error] if the RPC 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::EndpointService::Client.new # # # Create a request. To set request fields, pass in keyword arguments. # request = Google::Cloud::AIPlatform::V1::DeleteEndpointRequest.new # # # Call the delete_endpoint method. # result = client.delete_endpoint 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_endpoint request, options = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeleteEndpointRequest # Converts hash and nil to an options object options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h # Customize the options with defaults metadata = @config.rpcs.delete_endpoint.metadata.to_h # Set x-goog-api-client and x-goog-user-project headers metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \ lib_name: @config.lib_name, lib_version: @config.lib_version, gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id header_params = {} if request.name header_params["name"] = request.name end request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&") metadata[:"x-goog-request-params"] ||= request_params_header options.apply_defaults timeout: @config.rpcs.delete_endpoint.timeout, metadata: metadata, retry_policy: @config.rpcs.delete_endpoint.retry_policy options.apply_defaults timeout: @config.timeout, metadata: @config.metadata, retry_policy: @config.retry_policy @endpoint_service_stub.call_rpc :delete_endpoint, request, options: options do |response, operation| response = ::Gapic::Operation.new response, @operations_client, options: options yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end ## # Deploys a Model into this Endpoint, creating a DeployedModel within it. # # @overload deploy_model(request, options = nil) # Pass arguments to `deploy_model` via a request object, either of type # {::Google::Cloud::AIPlatform::V1::DeployModelRequest} or an equivalent Hash. # # @param request [::Google::Cloud::AIPlatform::V1::DeployModelRequest, ::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 deploy_model(endpoint: nil, deployed_model: nil, traffic_split: nil) # Pass arguments to `deploy_model` 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 endpoint [::String] # Required. The name of the Endpoint resource into which to deploy a Model. # Format: # `projects/{project}/locations/{location}/endpoints/{endpoint}` # @param deployed_model [::Google::Cloud::AIPlatform::V1::DeployedModel, ::Hash] # Required. The DeployedModel to be created within the Endpoint. Note that # {::Google::Cloud::AIPlatform::V1::Endpoint#traffic_split Endpoint.traffic_split} # must be updated for the DeployedModel to start receiving traffic, either as # part of this call, or via # {::Google::Cloud::AIPlatform::V1::EndpointService::Client#update_endpoint EndpointService.UpdateEndpoint}. # @param traffic_split [::Hash{::String => ::Integer}] # A map from a DeployedModel's ID to the percentage of this Endpoint's # traffic that should be forwarded to that DeployedModel. # # If this field is non-empty, then the Endpoint's # {::Google::Cloud::AIPlatform::V1::Endpoint#traffic_split traffic_split} will be # overwritten with it. To refer to the ID of the just being deployed Model, a # "0" should be used, and the actual ID of the new DeployedModel will be # filled in its place by this method. The traffic percentage values must add # up to 100. # # If this field is empty, then the Endpoint's # {::Google::Cloud::AIPlatform::V1::Endpoint#traffic_split traffic_split} is not # updated. # # @yield [response, operation] Access the result along with the RPC operation # @yieldparam response [::Gapic::Operation] # @yieldparam operation [::GRPC::ActiveCall::Operation] # # @return [::Gapic::Operation] # # @raise [::Google::Cloud::Error] if the RPC 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::EndpointService::Client.new # # # Create a request. To set request fields, pass in keyword arguments. # request = Google::Cloud::AIPlatform::V1::DeployModelRequest.new # # # Call the deploy_model method. # result = client.deploy_model 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 deploy_model request, options = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeployModelRequest # Converts hash and nil to an options object options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h # Customize the options with defaults metadata = @config.rpcs.deploy_model.metadata.to_h # Set x-goog-api-client and x-goog-user-project headers metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \ lib_name: @config.lib_name, lib_version: @config.lib_version, gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id header_params = {} if request.endpoint header_params["endpoint"] = request.endpoint end request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&") metadata[:"x-goog-request-params"] ||= request_params_header options.apply_defaults timeout: @config.rpcs.deploy_model.timeout, metadata: metadata, retry_policy: @config.rpcs.deploy_model.retry_policy options.apply_defaults timeout: @config.timeout, metadata: @config.metadata, retry_policy: @config.retry_policy @endpoint_service_stub.call_rpc :deploy_model, request, options: options do |response, operation| response = ::Gapic::Operation.new response, @operations_client, options: options yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end ## # Undeploys a Model from an Endpoint, removing a DeployedModel from it, and # freeing all resources it's using. # # @overload undeploy_model(request, options = nil) # Pass arguments to `undeploy_model` via a request object, either of type # {::Google::Cloud::AIPlatform::V1::UndeployModelRequest} or an equivalent Hash. # # @param request [::Google::Cloud::AIPlatform::V1::UndeployModelRequest, ::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 undeploy_model(endpoint: nil, deployed_model_id: nil, traffic_split: nil) # Pass arguments to `undeploy_model` 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 endpoint [::String] # Required. The name of the Endpoint resource from which to undeploy a Model. # Format: # `projects/{project}/locations/{location}/endpoints/{endpoint}` # @param deployed_model_id [::String] # Required. The ID of the DeployedModel to be undeployed from the Endpoint. # @param traffic_split [::Hash{::String => ::Integer}] # If this field is provided, then the Endpoint's # {::Google::Cloud::AIPlatform::V1::Endpoint#traffic_split traffic_split} will be # overwritten with it. If last DeployedModel is being undeployed from the # Endpoint, the [Endpoint.traffic_split] will always end up empty when this # call returns. A DeployedModel will be successfully undeployed only if it # doesn't have any traffic assigned to it when this method executes, or if # this field unassigns any traffic to it. # # @yield [response, operation] Access the result along with the RPC operation # @yieldparam response [::Gapic::Operation] # @yieldparam operation [::GRPC::ActiveCall::Operation] # # @return [::Gapic::Operation] # # @raise [::Google::Cloud::Error] if the RPC 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::EndpointService::Client.new # # # Create a request. To set request fields, pass in keyword arguments. # request = Google::Cloud::AIPlatform::V1::UndeployModelRequest.new # # # Call the undeploy_model method. # result = client.undeploy_model 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 undeploy_model request, options = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::UndeployModelRequest # Converts hash and nil to an options object options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h # Customize the options with defaults metadata = @config.rpcs.undeploy_model.metadata.to_h # Set x-goog-api-client and x-goog-user-project headers metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \ lib_name: @config.lib_name, lib_version: @config.lib_version, gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id header_params = {} if request.endpoint header_params["endpoint"] = request.endpoint end request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&") metadata[:"x-goog-request-params"] ||= request_params_header options.apply_defaults timeout: @config.rpcs.undeploy_model.timeout, metadata: metadata, retry_policy: @config.rpcs.undeploy_model.retry_policy options.apply_defaults timeout: @config.timeout, metadata: @config.metadata, retry_policy: @config.retry_policy @endpoint_service_stub.call_rpc :undeploy_model, request, options: options do |response, operation| response = ::Gapic::Operation.new response, @operations_client, options: options yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end ## # Updates an existing deployed model. Updatable fields include # `min_replica_count`, `max_replica_count`, `autoscaling_metric_specs`, # `disable_container_logging` (v1 only), and `enable_container_logging` # (v1beta1 only). # # @overload mutate_deployed_model(request, options = nil) # Pass arguments to `mutate_deployed_model` via a request object, either of type # {::Google::Cloud::AIPlatform::V1::MutateDeployedModelRequest} or an equivalent Hash. # # @param request [::Google::Cloud::AIPlatform::V1::MutateDeployedModelRequest, ::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 mutate_deployed_model(endpoint: nil, deployed_model: nil, update_mask: nil) # Pass arguments to `mutate_deployed_model` 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 endpoint [::String] # Required. The name of the Endpoint resource into which to mutate a # DeployedModel. Format: # `projects/{project}/locations/{location}/endpoints/{endpoint}` # @param deployed_model [::Google::Cloud::AIPlatform::V1::DeployedModel, ::Hash] # Required. The DeployedModel to be mutated within the Endpoint. Only the # following fields can be mutated: # # * `min_replica_count` in either # {::Google::Cloud::AIPlatform::V1::DedicatedResources DedicatedResources} or # {::Google::Cloud::AIPlatform::V1::AutomaticResources AutomaticResources} # * `max_replica_count` in either # {::Google::Cloud::AIPlatform::V1::DedicatedResources DedicatedResources} or # {::Google::Cloud::AIPlatform::V1::AutomaticResources AutomaticResources} # * {::Google::Cloud::AIPlatform::V1::DedicatedResources#autoscaling_metric_specs autoscaling_metric_specs} # * `disable_container_logging` (v1 only) # * `enable_container_logging` (v1beta1 only) # @param update_mask [::Google::Protobuf::FieldMask, ::Hash] # Required. The update mask applies to the resource. See # {::Google::Protobuf::FieldMask google.protobuf.FieldMask}. # # @yield [response, operation] Access the result along with the RPC operation # @yieldparam response [::Gapic::Operation] # @yieldparam operation [::GRPC::ActiveCall::Operation] # # @return [::Gapic::Operation] # # @raise [::Google::Cloud::Error] if the RPC 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::EndpointService::Client.new # # # Create a request. To set request fields, pass in keyword arguments. # request = Google::Cloud::AIPlatform::V1::MutateDeployedModelRequest.new # # # Call the mutate_deployed_model method. # result = client.mutate_deployed_model 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 mutate_deployed_model request, options = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::MutateDeployedModelRequest # Converts hash and nil to an options object options = ::Gapic::CallOptions.new(**options.to_h) if options.respond_to? :to_h # Customize the options with defaults metadata = @config.rpcs.mutate_deployed_model.metadata.to_h # Set x-goog-api-client and x-goog-user-project headers metadata[:"x-goog-api-client"] ||= ::Gapic::Headers.x_goog_api_client \ lib_name: @config.lib_name, lib_version: @config.lib_version, gapic_version: ::Google::Cloud::AIPlatform::V1::VERSION metadata[:"x-goog-user-project"] = @quota_project_id if @quota_project_id header_params = {} if request.endpoint header_params["endpoint"] = request.endpoint end request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&") metadata[:"x-goog-request-params"] ||= request_params_header options.apply_defaults timeout: @config.rpcs.mutate_deployed_model.timeout, metadata: metadata, retry_policy: @config.rpcs.mutate_deployed_model.retry_policy options.apply_defaults timeout: @config.timeout, metadata: @config.metadata, retry_policy: @config.retry_policy @endpoint_service_stub.call_rpc :mutate_deployed_model, request, options: options do |response, operation| response = ::Gapic::Operation.new response, @operations_client, options: options yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end ## # Configuration class for the EndpointService API. # # This class represents the configuration for EndpointService, # 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::EndpointService::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_endpoint to 20 seconds, # # and all remaining timeouts to 10 seconds. # ::Google::Cloud::AIPlatform::V1::EndpointService::Client.configure do |config| # config.timeout = 10.0 # config.rpcs.create_endpoint.timeout = 20.0 # end # # # Apply the above configuration only to a new client. # client = ::Google::Cloud::AIPlatform::V1::EndpointService::Client.new do |config| # config.timeout = 10.0 # config.rpcs.create_endpoint.timeout = 20.0 # end # # @!attribute [rw] endpoint # The hostname or hostname:port of the service endpoint. # Defaults to `"aiplatform.googleapis.com"`. # @return [::String] # @!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)) # * (`GRPC::Core::Channel`) a gRPC channel with included credentials # * (`GRPC::Core::ChannelCredentials`) a gRPC credentails object # * (`nil`) indicating no 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] channel_args # Extra parameters passed to the gRPC channel. Note: this is ignored if a # `GRPC::Core::Channel` object is provided as the credential. # @return [::Hash] # @!attribute [rw] interceptors # An array of interceptors that are run before calls are executed. # @return [::Array<::GRPC::ClientInterceptor>] # @!attribute [rw] timeout # The call timeout in seconds. # @return [::Numeric] # @!attribute [rw] metadata # Additional gRPC 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`) - The error codes that should # trigger a retry. # @return [::Hash] # @!attribute [rw] quota_project # A separate project against which to charge quota. # @return [::String] # class Configuration extend ::Gapic::Config DEFAULT_ENDPOINT = "aiplatform.googleapis.com" config_attr :endpoint, DEFAULT_ENDPOINT, ::String config_attr :credentials, nil do |value| allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil] allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC allowed.any? { |klass| klass === value } end config_attr :scope, nil, ::String, ::Array, nil config_attr :lib_name, nil, ::String, nil config_attr :lib_version, nil, ::String, nil config_attr(:channel_args, { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil) config_attr :interceptors, nil, ::Array, nil config_attr :timeout, nil, ::Numeric, nil config_attr :metadata, nil, ::Hash, nil config_attr :retry_policy, nil, ::Hash, ::Proc, nil config_attr :quota_project, nil, ::String, nil # @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 EndpointService API. # # Includes fields providing the configuration for each RPC in this service. # Each configuration object is of type `Gapic::Config::Method` and includes # the following configuration fields: # # * `timeout` (*type:* `Numeric`) - The call timeout in seconds # * `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers # * `retry_policy (*type:* `Hash`) - The retry policy. The policy fields # include the following keys: # * `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds. # * `:max_delay` (*type:* `Numeric`) - The max delay in seconds. # * `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier. # * `:retry_codes` (*type:* `Array`) - The error codes that should # trigger a retry. # class Rpcs ## # RPC-specific configuration for `create_endpoint` # @return [::Gapic::Config::Method] # attr_reader :create_endpoint ## # RPC-specific configuration for `get_endpoint` # @return [::Gapic::Config::Method] # attr_reader :get_endpoint ## # RPC-specific configuration for `list_endpoints` # @return [::Gapic::Config::Method] # attr_reader :list_endpoints ## # RPC-specific configuration for `update_endpoint` # @return [::Gapic::Config::Method] # attr_reader :update_endpoint ## # RPC-specific configuration for `delete_endpoint` # @return [::Gapic::Config::Method] # attr_reader :delete_endpoint ## # RPC-specific configuration for `deploy_model` # @return [::Gapic::Config::Method] # attr_reader :deploy_model ## # RPC-specific configuration for `undeploy_model` # @return [::Gapic::Config::Method] # attr_reader :undeploy_model ## # RPC-specific configuration for `mutate_deployed_model` # @return [::Gapic::Config::Method] # attr_reader :mutate_deployed_model # @private def initialize parent_rpcs = nil create_endpoint_config = parent_rpcs.create_endpoint if parent_rpcs.respond_to? :create_endpoint @create_endpoint = ::Gapic::Config::Method.new create_endpoint_config get_endpoint_config = parent_rpcs.get_endpoint if parent_rpcs.respond_to? :get_endpoint @get_endpoint = ::Gapic::Config::Method.new get_endpoint_config list_endpoints_config = parent_rpcs.list_endpoints if parent_rpcs.respond_to? :list_endpoints @list_endpoints = ::Gapic::Config::Method.new list_endpoints_config update_endpoint_config = parent_rpcs.update_endpoint if parent_rpcs.respond_to? :update_endpoint @update_endpoint = ::Gapic::Config::Method.new update_endpoint_config delete_endpoint_config = parent_rpcs.delete_endpoint if parent_rpcs.respond_to? :delete_endpoint @delete_endpoint = ::Gapic::Config::Method.new delete_endpoint_config deploy_model_config = parent_rpcs.deploy_model if parent_rpcs.respond_to? :deploy_model @deploy_model = ::Gapic::Config::Method.new deploy_model_config undeploy_model_config = parent_rpcs.undeploy_model if parent_rpcs.respond_to? :undeploy_model @undeploy_model = ::Gapic::Config::Method.new undeploy_model_config mutate_deployed_model_config = parent_rpcs.mutate_deployed_model if parent_rpcs.respond_to? :mutate_deployed_model @mutate_deployed_model = ::Gapic::Config::Method.new mutate_deployed_model_config yield self if block_given? end end end end end end end end end