# 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/pipeline_service_pb"
require "google/cloud/location"
require "google/iam/v1"
module Google
module Cloud
module AIPlatform
module V1
module PipelineService
##
# Client for the PipelineService service.
#
# A service for creating and managing Vertex AI's pipelines. This includes both
# `TrainingPipeline` resources (used for AutoML and custom training) and
# `PipelineJob` resources (used for Vertex AI Pipelines).
#
class Client
# @private
DEFAULT_ENDPOINT_TEMPLATE = "aiplatform.$UNIVERSE_DOMAIN$"
include Paths
# @private
attr_reader :pipeline_service_stub
##
# Configure the PipelineService Client class.
#
# See {::Google::Cloud::AIPlatform::V1::PipelineService::Client::Configuration}
# for a description of the configuration fields.
#
# @example
#
# # Modify the configuration for all PipelineService clients
# ::Google::Cloud::AIPlatform::V1::PipelineService::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 PipelineService 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::PipelineService::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
@pipeline_service_stub.universe_domain
end
##
# Create a new PipelineService client object.
#
# @example
#
# # Create a client using the default configuration
# client = ::Google::Cloud::AIPlatform::V1::PipelineService::Client.new
#
# # Create a client using a custom configuration
# client = ::Google::Cloud::AIPlatform::V1::PipelineService::Client.new do |config|
# config.timeout = 10.0
# end
#
# @yield [config] Configure the PipelineService 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/pipeline_service_services_pb"
# Create the configuration object
@config = Configuration.new Client.configure
# Yield the configuration if needed
yield @config if block_given?
# Create credentials
credentials = @config.credentials
# Use self-signed JWT if the endpoint is unchanged from default,
# but only if the default endpoint does not have a region prefix.
enable_self_signed_jwt = @config.endpoint.nil? ||
(@config.endpoint == Configuration::DEFAULT_ENDPOINT &&
!@config.endpoint.split(".").first.include?("-"))
credentials ||= Credentials.default scope: @config.scope,
enable_self_signed_jwt: enable_self_signed_jwt
if credentials.is_a?(::String) || credentials.is_a?(::Hash)
credentials = Credentials.new credentials, scope: @config.scope
end
@quota_project_id = @config.quota_project
@quota_project_id ||= credentials.quota_project_id if credentials.respond_to? :quota_project_id
@operations_client = Operations.new do |config|
config.credentials = credentials
config.quota_project = @quota_project_id
config.endpoint = @config.endpoint
config.universe_domain = @config.universe_domain
end
@pipeline_service_stub = ::Gapic::ServiceStub.new(
::Google::Cloud::AIPlatform::V1::PipelineService::Stub,
credentials: credentials,
endpoint: @config.endpoint,
endpoint_template: DEFAULT_ENDPOINT_TEMPLATE,
universe_domain: @config.universe_domain,
channel_args: @config.channel_args,
interceptors: @config.interceptors,
channel_pool_config: @config.channel_pool
)
@location_client = Google::Cloud::Location::Locations::Client.new do |config|
config.credentials = credentials
config.quota_project = @quota_project_id
config.endpoint = @pipeline_service_stub.endpoint
config.universe_domain = @pipeline_service_stub.universe_domain
end
@iam_policy_client = Google::Iam::V1::IAMPolicy::Client.new do |config|
config.credentials = credentials
config.quota_project = @quota_project_id
config.endpoint = @pipeline_service_stub.endpoint
config.universe_domain = @pipeline_service_stub.universe_domain
end
end
##
# Get the associated client for long-running operations.
#
# @return [::Google::Cloud::AIPlatform::V1::PipelineService::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 a TrainingPipeline. A created TrainingPipeline right away will be
# attempted to be run.
#
# @overload create_training_pipeline(request, options = nil)
# Pass arguments to `create_training_pipeline` via a request object, either of type
# {::Google::Cloud::AIPlatform::V1::CreateTrainingPipelineRequest} or an equivalent Hash.
#
# @param request [::Google::Cloud::AIPlatform::V1::CreateTrainingPipelineRequest, ::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_training_pipeline(parent: nil, training_pipeline: nil)
# Pass arguments to `create_training_pipeline` 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 TrainingPipeline
# in. Format: `projects/{project}/locations/{location}`
# @param training_pipeline [::Google::Cloud::AIPlatform::V1::TrainingPipeline, ::Hash]
# Required. The TrainingPipeline to create.
#
# @yield [response, operation] Access the result along with the RPC operation
# @yieldparam response [::Google::Cloud::AIPlatform::V1::TrainingPipeline]
# @yieldparam operation [::GRPC::ActiveCall::Operation]
#
# @return [::Google::Cloud::AIPlatform::V1::TrainingPipeline]
#
# @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::PipelineService::Client.new
#
# # Create a request. To set request fields, pass in keyword arguments.
# request = Google::Cloud::AIPlatform::V1::CreateTrainingPipelineRequest.new
#
# # Call the create_training_pipeline method.
# result = client.create_training_pipeline request
#
# # The returned object is of type Google::Cloud::AIPlatform::V1::TrainingPipeline.
# p result
#
def create_training_pipeline request, options = nil
raise ::ArgumentError, "request must be provided" if request.nil?
request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreateTrainingPipelineRequest
# 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_training_pipeline.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_training_pipeline.timeout,
metadata: metadata,
retry_policy: @config.rpcs.create_training_pipeline.retry_policy
options.apply_defaults timeout: @config.timeout,
metadata: @config.metadata,
retry_policy: @config.retry_policy
@pipeline_service_stub.call_rpc :create_training_pipeline, 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
##
# Gets a TrainingPipeline.
#
# @overload get_training_pipeline(request, options = nil)
# Pass arguments to `get_training_pipeline` via a request object, either of type
# {::Google::Cloud::AIPlatform::V1::GetTrainingPipelineRequest} or an equivalent Hash.
#
# @param request [::Google::Cloud::AIPlatform::V1::GetTrainingPipelineRequest, ::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_training_pipeline(name: nil)
# Pass arguments to `get_training_pipeline` 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 TrainingPipeline resource.
# Format:
# `projects/{project}/locations/{location}/trainingPipelines/{training_pipeline}`
#
# @yield [response, operation] Access the result along with the RPC operation
# @yieldparam response [::Google::Cloud::AIPlatform::V1::TrainingPipeline]
# @yieldparam operation [::GRPC::ActiveCall::Operation]
#
# @return [::Google::Cloud::AIPlatform::V1::TrainingPipeline]
#
# @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::PipelineService::Client.new
#
# # Create a request. To set request fields, pass in keyword arguments.
# request = Google::Cloud::AIPlatform::V1::GetTrainingPipelineRequest.new
#
# # Call the get_training_pipeline method.
# result = client.get_training_pipeline request
#
# # The returned object is of type Google::Cloud::AIPlatform::V1::TrainingPipeline.
# p result
#
def get_training_pipeline request, options = nil
raise ::ArgumentError, "request must be provided" if request.nil?
request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetTrainingPipelineRequest
# 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_training_pipeline.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_training_pipeline.timeout,
metadata: metadata,
retry_policy: @config.rpcs.get_training_pipeline.retry_policy
options.apply_defaults timeout: @config.timeout,
metadata: @config.metadata,
retry_policy: @config.retry_policy
@pipeline_service_stub.call_rpc :get_training_pipeline, 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 TrainingPipelines in a Location.
#
# @overload list_training_pipelines(request, options = nil)
# Pass arguments to `list_training_pipelines` via a request object, either of type
# {::Google::Cloud::AIPlatform::V1::ListTrainingPipelinesRequest} or an equivalent Hash.
#
# @param request [::Google::Cloud::AIPlatform::V1::ListTrainingPipelinesRequest, ::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_training_pipelines(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil)
# Pass arguments to `list_training_pipelines` 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 TrainingPipelines
# from. Format: `projects/{project}/locations/{location}`
# @param filter [::String]
# The standard list filter.
#
# Supported fields:
#
# * `display_name` supports `=`, `!=` comparisons, and `:` wildcard.
# * `state` supports `=`, `!=` comparisons.
# * `training_task_definition` `=`, `!=` comparisons, and `:` wildcard.
# * `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="PIPELINE_STATE_SUCCEEDED" AND display_name:"my_pipeline_*"`
# * `state!="PIPELINE_STATE_FAILED" OR display_name="my_pipeline"`
# * `NOT display_name="my_pipeline"`
# * `create_time>"2021-05-18T00:00:00Z"`
# * `training_task_definition:"*automl_text_classification*"`
# @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::ListTrainingPipelinesResponse#next_page_token ListTrainingPipelinesResponse.next_page_token}
# of the previous
# {::Google::Cloud::AIPlatform::V1::PipelineService::Client#list_training_pipelines PipelineService.ListTrainingPipelines}
# call.
# @param read_mask [::Google::Protobuf::FieldMask, ::Hash]
# Mask specifying which fields to read.
#
# @yield [response, operation] Access the result along with the RPC operation
# @yieldparam response [::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TrainingPipeline>]
# @yieldparam operation [::GRPC::ActiveCall::Operation]
#
# @return [::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::TrainingPipeline>]
#
# @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::PipelineService::Client.new
#
# # Create a request. To set request fields, pass in keyword arguments.
# request = Google::Cloud::AIPlatform::V1::ListTrainingPipelinesRequest.new
#
# # Call the list_training_pipelines method.
# result = client.list_training_pipelines 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::TrainingPipeline.
# p item
# end
#
def list_training_pipelines request, options = nil
raise ::ArgumentError, "request must be provided" if request.nil?
request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListTrainingPipelinesRequest
# 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_training_pipelines.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_training_pipelines.timeout,
metadata: metadata,
retry_policy: @config.rpcs.list_training_pipelines.retry_policy
options.apply_defaults timeout: @config.timeout,
metadata: @config.metadata,
retry_policy: @config.retry_policy
@pipeline_service_stub.call_rpc :list_training_pipelines, request, options: options do |response, operation|
response = ::Gapic::PagedEnumerable.new @pipeline_service_stub, :list_training_pipelines, 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
##
# Deletes a TrainingPipeline.
#
# @overload delete_training_pipeline(request, options = nil)
# Pass arguments to `delete_training_pipeline` via a request object, either of type
# {::Google::Cloud::AIPlatform::V1::DeleteTrainingPipelineRequest} or an equivalent Hash.
#
# @param request [::Google::Cloud::AIPlatform::V1::DeleteTrainingPipelineRequest, ::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_training_pipeline(name: nil)
# Pass arguments to `delete_training_pipeline` 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 TrainingPipeline resource to be deleted.
# Format:
# `projects/{project}/locations/{location}/trainingPipelines/{training_pipeline}`
#
# @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::PipelineService::Client.new
#
# # Create a request. To set request fields, pass in keyword arguments.
# request = Google::Cloud::AIPlatform::V1::DeleteTrainingPipelineRequest.new
#
# # Call the delete_training_pipeline method.
# result = client.delete_training_pipeline 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_training_pipeline request, options = nil
raise ::ArgumentError, "request must be provided" if request.nil?
request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeleteTrainingPipelineRequest
# 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_training_pipeline.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_training_pipeline.timeout,
metadata: metadata,
retry_policy: @config.rpcs.delete_training_pipeline.retry_policy
options.apply_defaults timeout: @config.timeout,
metadata: @config.metadata,
retry_policy: @config.retry_policy
@pipeline_service_stub.call_rpc :delete_training_pipeline, 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
##
# Cancels a TrainingPipeline.
# Starts asynchronous cancellation on the TrainingPipeline. The server
# makes a best effort to cancel the pipeline, but success is not
# guaranteed. Clients can use
# {::Google::Cloud::AIPlatform::V1::PipelineService::Client#get_training_pipeline PipelineService.GetTrainingPipeline}
# or other methods to check whether the cancellation succeeded or whether the
# pipeline completed despite cancellation. On successful cancellation,
# the TrainingPipeline is not deleted; instead it becomes a pipeline with
# a
# {::Google::Cloud::AIPlatform::V1::TrainingPipeline#error TrainingPipeline.error}
# value with a {::Google::Rpc::Status#code google.rpc.Status.code} of 1,
# corresponding to `Code.CANCELLED`, and
# {::Google::Cloud::AIPlatform::V1::TrainingPipeline#state TrainingPipeline.state}
# is set to `CANCELLED`.
#
# @overload cancel_training_pipeline(request, options = nil)
# Pass arguments to `cancel_training_pipeline` via a request object, either of type
# {::Google::Cloud::AIPlatform::V1::CancelTrainingPipelineRequest} or an equivalent Hash.
#
# @param request [::Google::Cloud::AIPlatform::V1::CancelTrainingPipelineRequest, ::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_training_pipeline(name: nil)
# Pass arguments to `cancel_training_pipeline` 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 TrainingPipeline to cancel.
# Format:
# `projects/{project}/locations/{location}/trainingPipelines/{training_pipeline}`
#
# @yield [response, operation] Access the result along with the RPC operation
# @yieldparam response [::Google::Protobuf::Empty]
# @yieldparam operation [::GRPC::ActiveCall::Operation]
#
# @return [::Google::Protobuf::Empty]
#
# @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::PipelineService::Client.new
#
# # Create a request. To set request fields, pass in keyword arguments.
# request = Google::Cloud::AIPlatform::V1::CancelTrainingPipelineRequest.new
#
# # Call the cancel_training_pipeline method.
# result = client.cancel_training_pipeline request
#
# # The returned object is of type Google::Protobuf::Empty.
# p result
#
def cancel_training_pipeline request, options = nil
raise ::ArgumentError, "request must be provided" if request.nil?
request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CancelTrainingPipelineRequest
# 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.cancel_training_pipeline.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.cancel_training_pipeline.timeout,
metadata: metadata,
retry_policy: @config.rpcs.cancel_training_pipeline.retry_policy
options.apply_defaults timeout: @config.timeout,
metadata: @config.metadata,
retry_policy: @config.retry_policy
@pipeline_service_stub.call_rpc :cancel_training_pipeline, 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
##
# Creates a PipelineJob. A PipelineJob will run immediately when created.
#
# @overload create_pipeline_job(request, options = nil)
# Pass arguments to `create_pipeline_job` via a request object, either of type
# {::Google::Cloud::AIPlatform::V1::CreatePipelineJobRequest} or an equivalent Hash.
#
# @param request [::Google::Cloud::AIPlatform::V1::CreatePipelineJobRequest, ::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_pipeline_job(parent: nil, pipeline_job: nil, pipeline_job_id: nil)
# Pass arguments to `create_pipeline_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 PipelineJob in.
# Format: `projects/{project}/locations/{location}`
# @param pipeline_job [::Google::Cloud::AIPlatform::V1::PipelineJob, ::Hash]
# Required. The PipelineJob to create.
# @param pipeline_job_id [::String]
# The ID to use for the PipelineJob, which will become the final component of
# the PipelineJob name. If not provided, an ID will be automatically
# generated.
#
# This value should be less than 128 characters, and valid characters
# are `/[a-z][0-9]-/`.
#
# @yield [response, operation] Access the result along with the RPC operation
# @yieldparam response [::Google::Cloud::AIPlatform::V1::PipelineJob]
# @yieldparam operation [::GRPC::ActiveCall::Operation]
#
# @return [::Google::Cloud::AIPlatform::V1::PipelineJob]
#
# @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::PipelineService::Client.new
#
# # Create a request. To set request fields, pass in keyword arguments.
# request = Google::Cloud::AIPlatform::V1::CreatePipelineJobRequest.new
#
# # Call the create_pipeline_job method.
# result = client.create_pipeline_job request
#
# # The returned object is of type Google::Cloud::AIPlatform::V1::PipelineJob.
# p result
#
def create_pipeline_job request, options = nil
raise ::ArgumentError, "request must be provided" if request.nil?
request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreatePipelineJobRequest
# 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_pipeline_job.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_pipeline_job.timeout,
metadata: metadata,
retry_policy: @config.rpcs.create_pipeline_job.retry_policy
options.apply_defaults timeout: @config.timeout,
metadata: @config.metadata,
retry_policy: @config.retry_policy
@pipeline_service_stub.call_rpc :create_pipeline_job, 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
##
# Gets a PipelineJob.
#
# @overload get_pipeline_job(request, options = nil)
# Pass arguments to `get_pipeline_job` via a request object, either of type
# {::Google::Cloud::AIPlatform::V1::GetPipelineJobRequest} or an equivalent Hash.
#
# @param request [::Google::Cloud::AIPlatform::V1::GetPipelineJobRequest, ::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_pipeline_job(name: nil)
# Pass arguments to `get_pipeline_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 PipelineJob resource.
# Format:
# `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`
#
# @yield [response, operation] Access the result along with the RPC operation
# @yieldparam response [::Google::Cloud::AIPlatform::V1::PipelineJob]
# @yieldparam operation [::GRPC::ActiveCall::Operation]
#
# @return [::Google::Cloud::AIPlatform::V1::PipelineJob]
#
# @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::PipelineService::Client.new
#
# # Create a request. To set request fields, pass in keyword arguments.
# request = Google::Cloud::AIPlatform::V1::GetPipelineJobRequest.new
#
# # Call the get_pipeline_job method.
# result = client.get_pipeline_job request
#
# # The returned object is of type Google::Cloud::AIPlatform::V1::PipelineJob.
# p result
#
def get_pipeline_job request, options = nil
raise ::ArgumentError, "request must be provided" if request.nil?
request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetPipelineJobRequest
# 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_pipeline_job.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_pipeline_job.timeout,
metadata: metadata,
retry_policy: @config.rpcs.get_pipeline_job.retry_policy
options.apply_defaults timeout: @config.timeout,
metadata: @config.metadata,
retry_policy: @config.retry_policy
@pipeline_service_stub.call_rpc :get_pipeline_job, 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 PipelineJobs in a Location.
#
# @overload list_pipeline_jobs(request, options = nil)
# Pass arguments to `list_pipeline_jobs` via a request object, either of type
# {::Google::Cloud::AIPlatform::V1::ListPipelineJobsRequest} or an equivalent Hash.
#
# @param request [::Google::Cloud::AIPlatform::V1::ListPipelineJobsRequest, ::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_pipeline_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil, order_by: nil, read_mask: nil)
# Pass arguments to `list_pipeline_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 PipelineJobs from.
# Format: `projects/{project}/locations/{location}`
# @param filter [::String]
# Lists the PipelineJobs that match the filter expression. The following
# fields are supported:
#
# * `pipeline_name`: Supports `=` and `!=` comparisons.
# * `display_name`: Supports `=`, `!=` comparisons, and `:` wildcard.
# * `pipeline_job_user_id`: Supports `=`, `!=` comparisons, and `:` wildcard.
# for example, can check if pipeline's display_name contains *step* by
# doing display_name:\"*step*\"
# * `state`: Supports `=` and `!=` comparisons.
# * `create_time`: Supports `=`, `!=`, `<`, `>`, `<=`, and `>=` comparisons.
# Values must be in RFC 3339 format.
# * `update_time`: Supports `=`, `!=`, `<`, `>`, `<=`, and `>=` comparisons.
# Values must be in RFC 3339 format.
# * `end_time`: Supports `=`, `!=`, `<`, `>`, `<=`, and `>=` comparisons.
# Values must be in RFC 3339 format.
# * `labels`: Supports key-value equality and key presence.
# * `template_uri`: Supports `=`, `!=` comparisons, and `:` wildcard.
# * `template_metadata.version`: Supports `=`, `!=` comparisons, and `:`
# wildcard.
#
# Filter expressions can be combined together using logical operators
# (`AND` & `OR`).
# For example: `pipeline_name="test" AND create_time>"2020-05-18T13:30:00Z"`.
#
# The syntax to define filter expression is based on
# https://google.aip.dev/160.
#
# Examples:
#
# * `create_time>"2021-05-18T00:00:00Z" OR
# update_time>"2020-05-18T00:00:00Z"` PipelineJobs created or updated
# after 2020-05-18 00:00:00 UTC.
# * `labels.env = "prod"`
# PipelineJobs with label "env" set to "prod".
# @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::ListPipelineJobsResponse#next_page_token ListPipelineJobsResponse.next_page_token}
# of the previous
# {::Google::Cloud::AIPlatform::V1::PipelineService::Client#list_pipeline_jobs PipelineService.ListPipelineJobs}
# call.
# @param order_by [::String]
# A comma-separated list of fields to order by. The default sort order is in
# ascending order. Use "desc" after a field name for descending. You can have
# multiple order_by fields provided e.g. "create_time desc, end_time",
# "end_time, start_time, update_time" For example, using "create_time desc,
# end_time" will order results by create time in descending order, and if
# there are multiple jobs having the same create time, order them by the end
# time in ascending order. if order_by is not specified, it will order by
# default order is create time in descending order. Supported fields:
#
# * `create_time`
# * `update_time`
# * `end_time`
# * `start_time`
# @param read_mask [::Google::Protobuf::FieldMask, ::Hash]
# Mask specifying which fields to read.
#
# @yield [response, operation] Access the result along with the RPC operation
# @yieldparam response [::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::PipelineJob>]
# @yieldparam operation [::GRPC::ActiveCall::Operation]
#
# @return [::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::PipelineJob>]
#
# @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::PipelineService::Client.new
#
# # Create a request. To set request fields, pass in keyword arguments.
# request = Google::Cloud::AIPlatform::V1::ListPipelineJobsRequest.new
#
# # Call the list_pipeline_jobs method.
# result = client.list_pipeline_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::PipelineJob.
# p item
# end
#
def list_pipeline_jobs request, options = nil
raise ::ArgumentError, "request must be provided" if request.nil?
request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListPipelineJobsRequest
# 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_pipeline_jobs.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_pipeline_jobs.timeout,
metadata: metadata,
retry_policy: @config.rpcs.list_pipeline_jobs.retry_policy
options.apply_defaults timeout: @config.timeout,
metadata: @config.metadata,
retry_policy: @config.retry_policy
@pipeline_service_stub.call_rpc :list_pipeline_jobs, request, options: options do |response, operation|
response = ::Gapic::PagedEnumerable.new @pipeline_service_stub, :list_pipeline_jobs, 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
##
# Deletes a PipelineJob.
#
# @overload delete_pipeline_job(request, options = nil)
# Pass arguments to `delete_pipeline_job` via a request object, either of type
# {::Google::Cloud::AIPlatform::V1::DeletePipelineJobRequest} or an equivalent Hash.
#
# @param request [::Google::Cloud::AIPlatform::V1::DeletePipelineJobRequest, ::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_pipeline_job(name: nil)
# Pass arguments to `delete_pipeline_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 PipelineJob resource to be deleted.
# Format:
# `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`
#
# @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::PipelineService::Client.new
#
# # Create a request. To set request fields, pass in keyword arguments.
# request = Google::Cloud::AIPlatform::V1::DeletePipelineJobRequest.new
#
# # Call the delete_pipeline_job method.
# result = client.delete_pipeline_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_pipeline_job request, options = nil
raise ::ArgumentError, "request must be provided" if request.nil?
request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeletePipelineJobRequest
# 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_pipeline_job.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_pipeline_job.timeout,
metadata: metadata,
retry_policy: @config.rpcs.delete_pipeline_job.retry_policy
options.apply_defaults timeout: @config.timeout,
metadata: @config.metadata,
retry_policy: @config.retry_policy
@pipeline_service_stub.call_rpc :delete_pipeline_job, 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
##
# Cancels a PipelineJob.
# Starts asynchronous cancellation on the PipelineJob. The server
# makes a best effort to cancel the pipeline, but success is not
# guaranteed. Clients can use
# {::Google::Cloud::AIPlatform::V1::PipelineService::Client#get_pipeline_job PipelineService.GetPipelineJob}
# or other methods to check whether the cancellation succeeded or whether the
# pipeline completed despite cancellation. On successful cancellation,
# the PipelineJob is not deleted; instead it becomes a pipeline with
# a {::Google::Cloud::AIPlatform::V1::PipelineJob#error PipelineJob.error} value
# with a {::Google::Rpc::Status#code google.rpc.Status.code} of 1, corresponding
# to `Code.CANCELLED`, and
# {::Google::Cloud::AIPlatform::V1::PipelineJob#state PipelineJob.state} is set to
# `CANCELLED`.
#
# @overload cancel_pipeline_job(request, options = nil)
# Pass arguments to `cancel_pipeline_job` via a request object, either of type
# {::Google::Cloud::AIPlatform::V1::CancelPipelineJobRequest} or an equivalent Hash.
#
# @param request [::Google::Cloud::AIPlatform::V1::CancelPipelineJobRequest, ::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_pipeline_job(name: nil)
# Pass arguments to `cancel_pipeline_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 PipelineJob to cancel.
# Format:
# `projects/{project}/locations/{location}/pipelineJobs/{pipeline_job}`
#
# @yield [response, operation] Access the result along with the RPC operation
# @yieldparam response [::Google::Protobuf::Empty]
# @yieldparam operation [::GRPC::ActiveCall::Operation]
#
# @return [::Google::Protobuf::Empty]
#
# @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::PipelineService::Client.new
#
# # Create a request. To set request fields, pass in keyword arguments.
# request = Google::Cloud::AIPlatform::V1::CancelPipelineJobRequest.new
#
# # Call the cancel_pipeline_job method.
# result = client.cancel_pipeline_job request
#
# # The returned object is of type Google::Protobuf::Empty.
# p result
#
def cancel_pipeline_job request, options = nil
raise ::ArgumentError, "request must be provided" if request.nil?
request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CancelPipelineJobRequest
# 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.cancel_pipeline_job.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.cancel_pipeline_job.timeout,
metadata: metadata,
retry_policy: @config.rpcs.cancel_pipeline_job.retry_policy
options.apply_defaults timeout: @config.timeout,
metadata: @config.metadata,
retry_policy: @config.retry_policy
@pipeline_service_stub.call_rpc :cancel_pipeline_job, 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
##
# Configuration class for the PipelineService API.
#
# This class represents the configuration for PipelineService,
# 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::PipelineService::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_training_pipeline to 20 seconds,
# # and all remaining timeouts to 10 seconds.
# ::Google::Cloud::AIPlatform::V1::PipelineService::Client.configure do |config|
# config.timeout = 10.0
# config.rpcs.create_training_pipeline.timeout = 20.0
# end
#
# # Apply the above configuration only to a new client.
# client = ::Google::Cloud::AIPlatform::V1::PipelineService::Client.new do |config|
# config.timeout = 10.0
# config.rpcs.create_training_pipeline.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))
# * (`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<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]
#
class Configuration
extend ::Gapic::Config
# @private
# The endpoint specific to the default "googleapis.com" universe. Deprecated.
DEFAULT_ENDPOINT = "aiplatform.googleapis.com"
config_attr :endpoint, nil, ::String, nil
config_attr :credentials, nil do |value|
allowed = [::String, ::Hash, ::Proc, ::Symbol, ::Google::Auth::Credentials, ::Signet::OAuth2::Client, nil]
allowed += [::GRPC::Core::Channel, ::GRPC::Core::ChannelCredentials] if defined? ::GRPC
allowed.any? { |klass| klass === value }
end
config_attr :scope, nil, ::String, ::Array, nil
config_attr :lib_name, nil, ::String, nil
config_attr :lib_version, nil, ::String, nil
config_attr(:channel_args, { "grpc.service_config_disable_resolution" => 1 }, ::Hash, nil)
config_attr :interceptors, nil, ::Array, nil
config_attr :timeout, nil, ::Numeric, nil
config_attr :metadata, nil, ::Hash, nil
config_attr :retry_policy, nil, ::Hash, ::Proc, nil
config_attr :quota_project, nil, ::String, nil
config_attr :universe_domain, nil, ::String, nil
# @private
def initialize parent_config = nil
@parent_config = parent_config unless parent_config.nil?
yield self if block_given?
end
##
# Configurations for individual RPCs
# @return [Rpcs]
#
def rpcs
@rpcs ||= begin
parent_rpcs = nil
parent_rpcs = @parent_config.rpcs if defined?(@parent_config) && @parent_config.respond_to?(:rpcs)
Rpcs.new parent_rpcs
end
end
##
# Configuration for the channel pool
# @return [::Gapic::ServiceStub::ChannelPool::Configuration]
#
def channel_pool
@channel_pool ||= ::Gapic::ServiceStub::ChannelPool::Configuration.new
end
##
# Configuration RPC class for the PipelineService API.
#
# Includes fields providing the configuration for each RPC in this service.
# Each configuration object is of type `Gapic::Config::Method` and includes
# the following configuration fields:
#
# * `timeout` (*type:* `Numeric`) - The call timeout in seconds
# * `metadata` (*type:* `Hash{Symbol=>String}`) - Additional gRPC headers
# * `retry_policy (*type:* `Hash`) - The retry policy. The policy fields
# include the following keys:
# * `:initial_delay` (*type:* `Numeric`) - The initial delay in seconds.
# * `:max_delay` (*type:* `Numeric`) - The max delay in seconds.
# * `:multiplier` (*type:* `Numeric`) - The incremental backoff multiplier.
# * `:retry_codes` (*type:* `Array<String>`) - The error codes that should
# trigger a retry.
#
class Rpcs
##
# RPC-specific configuration for `create_training_pipeline`
# @return [::Gapic::Config::Method]
#
attr_reader :create_training_pipeline
##
# RPC-specific configuration for `get_training_pipeline`
# @return [::Gapic::Config::Method]
#
attr_reader :get_training_pipeline
##
# RPC-specific configuration for `list_training_pipelines`
# @return [::Gapic::Config::Method]
#
attr_reader :list_training_pipelines
##
# RPC-specific configuration for `delete_training_pipeline`
# @return [::Gapic::Config::Method]
#
attr_reader :delete_training_pipeline
##
# RPC-specific configuration for `cancel_training_pipeline`
# @return [::Gapic::Config::Method]
#
attr_reader :cancel_training_pipeline
##
# RPC-specific configuration for `create_pipeline_job`
# @return [::Gapic::Config::Method]
#
attr_reader :create_pipeline_job
##
# RPC-specific configuration for `get_pipeline_job`
# @return [::Gapic::Config::Method]
#
attr_reader :get_pipeline_job
##
# RPC-specific configuration for `list_pipeline_jobs`
# @return [::Gapic::Config::Method]
#
attr_reader :list_pipeline_jobs
##
# RPC-specific configuration for `delete_pipeline_job`
# @return [::Gapic::Config::Method]
#
attr_reader :delete_pipeline_job
##
# RPC-specific configuration for `cancel_pipeline_job`
# @return [::Gapic::Config::Method]
#
attr_reader :cancel_pipeline_job
# @private
def initialize parent_rpcs = nil
create_training_pipeline_config = parent_rpcs.create_training_pipeline if parent_rpcs.respond_to? :create_training_pipeline
@create_training_pipeline = ::Gapic::Config::Method.new create_training_pipeline_config
get_training_pipeline_config = parent_rpcs.get_training_pipeline if parent_rpcs.respond_to? :get_training_pipeline
@get_training_pipeline = ::Gapic::Config::Method.new get_training_pipeline_config
list_training_pipelines_config = parent_rpcs.list_training_pipelines if parent_rpcs.respond_to? :list_training_pipelines
@list_training_pipelines = ::Gapic::Config::Method.new list_training_pipelines_config
delete_training_pipeline_config = parent_rpcs.delete_training_pipeline if parent_rpcs.respond_to? :delete_training_pipeline
@delete_training_pipeline = ::Gapic::Config::Method.new delete_training_pipeline_config
cancel_training_pipeline_config = parent_rpcs.cancel_training_pipeline if parent_rpcs.respond_to? :cancel_training_pipeline
@cancel_training_pipeline = ::Gapic::Config::Method.new cancel_training_pipeline_config
create_pipeline_job_config = parent_rpcs.create_pipeline_job if parent_rpcs.respond_to? :create_pipeline_job
@create_pipeline_job = ::Gapic::Config::Method.new create_pipeline_job_config
get_pipeline_job_config = parent_rpcs.get_pipeline_job if parent_rpcs.respond_to? :get_pipeline_job
@get_pipeline_job = ::Gapic::Config::Method.new get_pipeline_job_config
list_pipeline_jobs_config = parent_rpcs.list_pipeline_jobs if parent_rpcs.respond_to? :list_pipeline_jobs
@list_pipeline_jobs = ::Gapic::Config::Method.new list_pipeline_jobs_config
delete_pipeline_job_config = parent_rpcs.delete_pipeline_job if parent_rpcs.respond_to? :delete_pipeline_job
@delete_pipeline_job = ::Gapic::Config::Method.new delete_pipeline_job_config
cancel_pipeline_job_config = parent_rpcs.cancel_pipeline_job if parent_rpcs.respond_to? :cancel_pipeline_job
@cancel_pipeline_job = ::Gapic::Config::Method.new cancel_pipeline_job_config
yield self if block_given?
end
end
end
end
end
end
end
end
end