Class: Google::Cloud::AIPlatform::V1::JobService::Client
- Inherits:
-
Object
- Object
- Google::Cloud::AIPlatform::V1::JobService::Client
- Includes:
- Paths
- Defined in:
- lib/google/cloud/ai_platform/v1/job_service/client.rb
Overview
Client for the JobService service.
A service for creating and managing Vertex AI's jobs.
Defined Under Namespace
Classes: Configuration
Instance Attribute Summary collapse
-
#iam_policy_client ⇒ Google::Iam::V1::IAMPolicy::Client
readonly
Get the associated client for mix-in of the IAMPolicy.
-
#location_client ⇒ Google::Cloud::Location::Locations::Client
readonly
Get the associated client for mix-in of the Locations.
-
#operations_client ⇒ ::Google::Cloud::AIPlatform::V1::JobService::Operations
readonly
Get the associated client for long-running operations.
Class Method Summary collapse
-
.configure {|config| ... } ⇒ Client::Configuration
Configure the JobService Client class.
Instance Method Summary collapse
-
#cancel_batch_prediction_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Protobuf::Empty
Cancels a BatchPredictionJob.
-
#cancel_custom_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Protobuf::Empty
Cancels a CustomJob.
-
#cancel_data_labeling_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Protobuf::Empty
Cancels a DataLabelingJob.
-
#cancel_hyperparameter_tuning_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Protobuf::Empty
Cancels a HyperparameterTuningJob.
-
#configure {|config| ... } ⇒ Client::Configuration
Configure the JobService Client instance.
-
#create_batch_prediction_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Cloud::AIPlatform::V1::BatchPredictionJob
Creates a BatchPredictionJob.
-
#create_custom_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Cloud::AIPlatform::V1::CustomJob
Creates a CustomJob.
-
#create_data_labeling_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Cloud::AIPlatform::V1::DataLabelingJob
Creates a DataLabelingJob.
-
#create_hyperparameter_tuning_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob
Creates a HyperparameterTuningJob.
-
#create_model_deployment_monitoring_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob
Creates a ModelDeploymentMonitoringJob.
-
#delete_batch_prediction_job(request, options = nil) {|response, operation| ... } ⇒ ::Gapic::Operation
Deletes a BatchPredictionJob.
-
#delete_custom_job(request, options = nil) {|response, operation| ... } ⇒ ::Gapic::Operation
Deletes a CustomJob.
-
#delete_data_labeling_job(request, options = nil) {|response, operation| ... } ⇒ ::Gapic::Operation
Deletes a DataLabelingJob.
-
#delete_hyperparameter_tuning_job(request, options = nil) {|response, operation| ... } ⇒ ::Gapic::Operation
Deletes a HyperparameterTuningJob.
-
#delete_model_deployment_monitoring_job(request, options = nil) {|response, operation| ... } ⇒ ::Gapic::Operation
Deletes a ModelDeploymentMonitoringJob.
-
#get_batch_prediction_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Cloud::AIPlatform::V1::BatchPredictionJob
Gets a BatchPredictionJob.
-
#get_custom_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Cloud::AIPlatform::V1::CustomJob
Gets a CustomJob.
-
#get_data_labeling_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Cloud::AIPlatform::V1::DataLabelingJob
Gets a DataLabelingJob.
-
#get_hyperparameter_tuning_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob
Gets a HyperparameterTuningJob.
-
#get_model_deployment_monitoring_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob
Gets a ModelDeploymentMonitoringJob.
-
#initialize {|config| ... } ⇒ Client
constructor
Create a new JobService client object.
-
#list_batch_prediction_jobs(request, options = nil) {|response, operation| ... } ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::BatchPredictionJob>
Lists BatchPredictionJobs in a Location.
-
#list_custom_jobs(request, options = nil) {|response, operation| ... } ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::CustomJob>
Lists CustomJobs in a Location.
-
#list_data_labeling_jobs(request, options = nil) {|response, operation| ... } ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::DataLabelingJob>
Lists DataLabelingJobs in a Location.
-
#list_hyperparameter_tuning_jobs(request, options = nil) {|response, operation| ... } ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob>
Lists HyperparameterTuningJobs in a Location.
-
#list_model_deployment_monitoring_jobs(request, options = nil) {|response, operation| ... } ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob>
Lists ModelDeploymentMonitoringJobs in a Location.
-
#pause_model_deployment_monitoring_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Protobuf::Empty
Pauses a ModelDeploymentMonitoringJob.
-
#resume_model_deployment_monitoring_job(request, options = nil) {|response, operation| ... } ⇒ ::Google::Protobuf::Empty
Resumes a paused ModelDeploymentMonitoringJob.
-
#search_model_deployment_monitoring_stats_anomalies(request, options = nil) {|response, operation| ... } ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies>
Searches Model Monitoring Statistics generated within a given time window.
-
#update_model_deployment_monitoring_job(request, options = nil) {|response, operation| ... } ⇒ ::Gapic::Operation
Updates a ModelDeploymentMonitoringJob.
Methods included from Paths
#batch_prediction_job_path, #custom_job_path, #data_labeling_job_path, #dataset_path, #endpoint_path, #hyperparameter_tuning_job_path, #location_path, #model_deployment_monitoring_job_path, #model_path, #network_path, #tensorboard_path, #trial_path
Constructor Details
#initialize {|config| ... } ⇒ Client
Create a new JobService client object.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 111 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/job_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 == Client.configure.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 @job_service_stub = ::Gapic::ServiceStub.new( ::Google::Cloud::AIPlatform::V1::JobService::Stub, credentials: credentials, endpoint: @config.endpoint, channel_args: @config.channel_args, interceptors: @config.interceptors ) end |
Instance Attribute Details
#iam_policy_client ⇒ Google::Iam::V1::IAMPolicy::Client (readonly)
Get the associated client for mix-in of the IAMPolicy.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 184 def iam_policy_client @iam_policy_client end |
#location_client ⇒ Google::Cloud::Location::Locations::Client (readonly)
Get the associated client for mix-in of the Locations.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 177 def location_client @location_client end |
#operations_client ⇒ ::Google::Cloud::AIPlatform::V1::JobService::Operations (readonly)
Get the associated client for long-running operations.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 170 def operations_client @operations_client end |
Class Method Details
.configure {|config| ... } ⇒ Client::Configuration
Configure the JobService Client class.
See Configuration for a description of the configuration fields.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 58 def self.configure @configure ||= begin namespace = ["Google", "Cloud", "AIPlatform", "V1"] parent_config = while namespace.any? parent_name = namespace.join "::" parent_const = const_get parent_name break parent_const.configure if parent_const.respond_to? :configure namespace.pop end default_config = Client::Configuration.new parent_config default_config end yield @configure if block_given? @configure end |
Instance Method Details
#cancel_batch_prediction_job(request, options = nil) ⇒ ::Google::Protobuf::Empty #cancel_batch_prediction_job(name: nil) ⇒ ::Google::Protobuf::Empty
Cancels a BatchPredictionJob.
Starts asynchronous cancellation on the BatchPredictionJob. The server
makes the best effort to cancel the job, but success is not
guaranteed. Clients can use JobService.GetBatchPredictionJob or
other methods to check whether the cancellation succeeded or whether the
job completed despite cancellation. On a successful cancellation,
the BatchPredictionJob is not deleted;instead its
BatchPredictionJob.state is set to CANCELLED
. Any files already
outputted by the job are not deleted.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 2102 def cancel_batch_prediction_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CancelBatchPredictionJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.cancel_batch_prediction_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.cancel_batch_prediction_job.timeout, metadata: , retry_policy: @config.rpcs.cancel_batch_prediction_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :cancel_batch_prediction_job, request, 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 |
#cancel_custom_job(request, options = nil) ⇒ ::Google::Protobuf::Empty #cancel_custom_job(name: nil) ⇒ ::Google::Protobuf::Empty
Cancels a CustomJob.
Starts asynchronous cancellation on the CustomJob. The server
makes a best effort to cancel the job, but success is not
guaranteed. Clients can use JobService.GetCustomJob or
other methods to check whether the cancellation succeeded or whether the
job completed despite cancellation. On successful cancellation,
the CustomJob is not deleted; instead it becomes a job with
a CustomJob.error value with a google.rpc.Status.code of 1,
corresponding to Code.CANCELLED
, and CustomJob.state is set to
CANCELLED
.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 637 def cancel_custom_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CancelCustomJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.cancel_custom_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.cancel_custom_job.timeout, metadata: , retry_policy: @config.rpcs.cancel_custom_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :cancel_custom_job, request, 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 |
#cancel_data_labeling_job(request, options = nil) ⇒ ::Google::Protobuf::Empty #cancel_data_labeling_job(name: nil) ⇒ ::Google::Protobuf::Empty
Cancels a DataLabelingJob. Success of cancellation is not guaranteed.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 1121 def cancel_data_labeling_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CancelDataLabelingJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.cancel_data_labeling_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.cancel_data_labeling_job.timeout, metadata: , retry_policy: @config.rpcs.cancel_data_labeling_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :cancel_data_labeling_job, request, 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 |
#cancel_hyperparameter_tuning_job(request, options = nil) ⇒ ::Google::Protobuf::Empty #cancel_hyperparameter_tuning_job(name: nil) ⇒ ::Google::Protobuf::Empty
Cancels a HyperparameterTuningJob.
Starts asynchronous cancellation on the HyperparameterTuningJob. The server
makes a best effort to cancel the job, but success is not
guaranteed. Clients can use JobService.GetHyperparameterTuningJob or
other methods to check whether the cancellation succeeded or whether the
job completed despite cancellation. On successful cancellation,
the HyperparameterTuningJob is not deleted; instead it becomes a job with
a HyperparameterTuningJob.error value with a google.rpc.Status.code
of 1, corresponding to Code.CANCELLED
, and
HyperparameterTuningJob.state is set to CANCELLED
.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 1610 def cancel_hyperparameter_tuning_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CancelHyperparameterTuningJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.cancel_hyperparameter_tuning_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.cancel_hyperparameter_tuning_job.timeout, metadata: , retry_policy: @config.rpcs.cancel_hyperparameter_tuning_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :cancel_hyperparameter_tuning_job, request, options: do |response, operation| yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#configure {|config| ... } ⇒ Client::Configuration
Configure the JobService Client instance.
The configuration is set to the derived mode, meaning that values can be changed, but structural changes (adding new fields, etc.) are not allowed. Structural changes should be made on configure.
See Configuration for a description of the configuration fields.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 90 def configure yield @config if block_given? @config end |
#create_batch_prediction_job(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchPredictionJob #create_batch_prediction_job(parent: nil, batch_prediction_job: nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchPredictionJob
Creates a BatchPredictionJob. A BatchPredictionJob once created will right away be attempted to start.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 1699 def create_batch_prediction_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreateBatchPredictionJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.create_batch_prediction_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.create_batch_prediction_job.timeout, metadata: , retry_policy: @config.rpcs.create_batch_prediction_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :create_batch_prediction_job, request, options: do |response, operation| yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#create_custom_job(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::CustomJob #create_custom_job(parent: nil, custom_job: nil) ⇒ ::Google::Cloud::AIPlatform::V1::CustomJob
Creates a CustomJob. A created CustomJob right away will be attempted to be run.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 236 def create_custom_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreateCustomJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.create_custom_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.create_custom_job.timeout, metadata: , retry_policy: @config.rpcs.create_custom_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :create_custom_job, request, options: do |response, operation| yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#create_data_labeling_job(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::DataLabelingJob #create_data_labeling_job(parent: nil, data_labeling_job: nil) ⇒ ::Google::Cloud::AIPlatform::V1::DataLabelingJob
Creates a DataLabelingJob.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 725 def create_data_labeling_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreateDataLabelingJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.create_data_labeling_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.create_data_labeling_job.timeout, metadata: , retry_policy: @config.rpcs.create_data_labeling_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :create_data_labeling_job, request, options: do |response, operation| yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#create_hyperparameter_tuning_job(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob #create_hyperparameter_tuning_job(parent: nil, hyperparameter_tuning_job: nil) ⇒ ::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob
Creates a HyperparameterTuningJob
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 1209 def create_hyperparameter_tuning_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreateHyperparameterTuningJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.create_hyperparameter_tuning_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.create_hyperparameter_tuning_job.timeout, metadata: , retry_policy: @config.rpcs.create_hyperparameter_tuning_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :create_hyperparameter_tuning_job, request, options: do |response, operation| yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#create_model_deployment_monitoring_job(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob #create_model_deployment_monitoring_job(parent: nil, model_deployment_monitoring_job: nil) ⇒ ::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob
Creates a ModelDeploymentMonitoringJob. It will run periodically on a configured interval.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 2191 def create_model_deployment_monitoring_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::CreateModelDeploymentMonitoringJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.create_model_deployment_monitoring_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.create_model_deployment_monitoring_job.timeout, metadata: , retry_policy: @config.rpcs.create_model_deployment_monitoring_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :create_model_deployment_monitoring_job, request, options: do |response, operation| yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#delete_batch_prediction_job(request, options = nil) ⇒ ::Gapic::Operation #delete_batch_prediction_job(name: nil) ⇒ ::Gapic::Operation
Deletes a BatchPredictionJob. Can only be called on jobs that already finished.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 2005 def delete_batch_prediction_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeleteBatchPredictionJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.delete_batch_prediction_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.delete_batch_prediction_job.timeout, metadata: , retry_policy: @config.rpcs.delete_batch_prediction_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :delete_batch_prediction_job, request, options: do |response, operation| response = ::Gapic::Operation.new response, @operations_client, options: yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#delete_custom_job(request, options = nil) ⇒ ::Gapic::Operation #delete_custom_job(name: nil) ⇒ ::Gapic::Operation
Deletes a CustomJob.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 540 def delete_custom_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeleteCustomJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.delete_custom_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.delete_custom_job.timeout, metadata: , retry_policy: @config.rpcs.delete_custom_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :delete_custom_job, request, options: do |response, operation| response = ::Gapic::Operation.new response, @operations_client, options: yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#delete_data_labeling_job(request, options = nil) ⇒ ::Gapic::Operation #delete_data_labeling_job(name: nil) ⇒ ::Gapic::Operation
Deletes a DataLabelingJob.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 1033 def delete_data_labeling_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeleteDataLabelingJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.delete_data_labeling_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.delete_data_labeling_job.timeout, metadata: , retry_policy: @config.rpcs.delete_data_labeling_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :delete_data_labeling_job, request, options: do |response, operation| response = ::Gapic::Operation.new response, @operations_client, options: yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#delete_hyperparameter_tuning_job(request, options = nil) ⇒ ::Gapic::Operation #delete_hyperparameter_tuning_job(name: nil) ⇒ ::Gapic::Operation
Deletes a HyperparameterTuningJob.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 1513 def delete_hyperparameter_tuning_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeleteHyperparameterTuningJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.delete_hyperparameter_tuning_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.delete_hyperparameter_tuning_job.timeout, metadata: , retry_policy: @config.rpcs.delete_hyperparameter_tuning_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :delete_hyperparameter_tuning_job, request, options: do |response, operation| response = ::Gapic::Operation.new response, @operations_client, options: yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#delete_model_deployment_monitoring_job(request, options = nil) ⇒ ::Gapic::Operation #delete_model_deployment_monitoring_job(name: nil) ⇒ ::Gapic::Operation
Deletes a ModelDeploymentMonitoringJob.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 2730 def delete_model_deployment_monitoring_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::DeleteModelDeploymentMonitoringJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.delete_model_deployment_monitoring_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.delete_model_deployment_monitoring_job.timeout, metadata: , retry_policy: @config.rpcs.delete_model_deployment_monitoring_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :delete_model_deployment_monitoring_job, request, options: do |response, operation| response = ::Gapic::Operation.new response, @operations_client, options: yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#get_batch_prediction_job(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchPredictionJob #get_batch_prediction_job(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::BatchPredictionJob
Gets a BatchPredictionJob
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 1786 def get_batch_prediction_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetBatchPredictionJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.get_batch_prediction_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.get_batch_prediction_job.timeout, metadata: , retry_policy: @config.rpcs.get_batch_prediction_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :get_batch_prediction_job, request, options: do |response, operation| yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#get_custom_job(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::CustomJob #get_custom_job(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::CustomJob
Gets a CustomJob.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 323 def get_custom_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetCustomJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.get_custom_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.get_custom_job.timeout, metadata: , retry_policy: @config.rpcs.get_custom_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :get_custom_job, request, options: do |response, operation| yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#get_data_labeling_job(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::DataLabelingJob #get_data_labeling_job(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::DataLabelingJob
Gets a DataLabelingJob.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 812 def get_data_labeling_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetDataLabelingJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.get_data_labeling_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.get_data_labeling_job.timeout, metadata: , retry_policy: @config.rpcs.get_data_labeling_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :get_data_labeling_job, request, options: do |response, operation| yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#get_hyperparameter_tuning_job(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob #get_hyperparameter_tuning_job(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob
Gets a HyperparameterTuningJob
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 1296 def get_hyperparameter_tuning_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetHyperparameterTuningJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.get_hyperparameter_tuning_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.get_hyperparameter_tuning_job.timeout, metadata: , retry_policy: @config.rpcs.get_hyperparameter_tuning_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :get_hyperparameter_tuning_job, request, options: do |response, operation| yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#get_model_deployment_monitoring_job(request, options = nil) ⇒ ::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob #get_model_deployment_monitoring_job(name: nil) ⇒ ::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob
Gets a ModelDeploymentMonitoringJob.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 2394 def get_model_deployment_monitoring_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::GetModelDeploymentMonitoringJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.get_model_deployment_monitoring_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.get_model_deployment_monitoring_job.timeout, metadata: , retry_policy: @config.rpcs.get_model_deployment_monitoring_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :get_model_deployment_monitoring_job, request, options: do |response, operation| yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#list_batch_prediction_jobs(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::BatchPredictionJob> #list_batch_prediction_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::BatchPredictionJob>
Lists BatchPredictionJobs in a Location.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 1909 def list_batch_prediction_jobs request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListBatchPredictionJobsRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.list_batch_prediction_jobs..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.list_batch_prediction_jobs.timeout, metadata: , retry_policy: @config.rpcs.list_batch_prediction_jobs.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :list_batch_prediction_jobs, request, options: do |response, operation| response = ::Gapic::PagedEnumerable.new @job_service_stub, :list_batch_prediction_jobs, request, response, operation, yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#list_custom_jobs(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::CustomJob> #list_custom_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::CustomJob>
Lists CustomJobs in a Location.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 445 def list_custom_jobs request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListCustomJobsRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.list_custom_jobs..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.list_custom_jobs.timeout, metadata: , retry_policy: @config.rpcs.list_custom_jobs.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :list_custom_jobs, request, options: do |response, operation| response = ::Gapic::PagedEnumerable.new @job_service_stub, :list_custom_jobs, request, response, operation, yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#list_data_labeling_jobs(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::DataLabelingJob> #list_data_labeling_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil, order_by: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::DataLabelingJob>
Lists DataLabelingJobs in a Location.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 938 def list_data_labeling_jobs request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListDataLabelingJobsRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.list_data_labeling_jobs..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.list_data_labeling_jobs.timeout, metadata: , retry_policy: @config.rpcs.list_data_labeling_jobs.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :list_data_labeling_jobs, request, options: do |response, operation| response = ::Gapic::PagedEnumerable.new @job_service_stub, :list_data_labeling_jobs, request, response, operation, yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#list_hyperparameter_tuning_jobs(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob> #list_hyperparameter_tuning_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::HyperparameterTuningJob>
Lists HyperparameterTuningJobs in a Location.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 1418 def list_hyperparameter_tuning_jobs request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListHyperparameterTuningJobsRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.list_hyperparameter_tuning_jobs..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.list_hyperparameter_tuning_jobs.timeout, metadata: , retry_policy: @config.rpcs.list_hyperparameter_tuning_jobs.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :list_hyperparameter_tuning_jobs, request, options: do |response, operation| response = ::Gapic::PagedEnumerable.new @job_service_stub, :list_hyperparameter_tuning_jobs, request, response, operation, yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#list_model_deployment_monitoring_jobs(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob> #list_model_deployment_monitoring_jobs(parent: nil, filter: nil, page_size: nil, page_token: nil, read_mask: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::ModelDeploymentMonitoringJob>
Lists ModelDeploymentMonitoringJobs in a Location.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 2513 def list_model_deployment_monitoring_jobs request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ListModelDeploymentMonitoringJobsRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.list_model_deployment_monitoring_jobs..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.list_model_deployment_monitoring_jobs.timeout, metadata: , retry_policy: @config.rpcs.list_model_deployment_monitoring_jobs.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :list_model_deployment_monitoring_jobs, request, options: do |response, operation| response = ::Gapic::PagedEnumerable.new @job_service_stub, :list_model_deployment_monitoring_jobs, request, response, operation, yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#pause_model_deployment_monitoring_job(request, options = nil) ⇒ ::Google::Protobuf::Empty #pause_model_deployment_monitoring_job(name: nil) ⇒ ::Google::Protobuf::Empty
Pauses a ModelDeploymentMonitoringJob. If the job is running, the server makes a best effort to cancel the job. Will mark ModelDeploymentMonitoringJob.state to 'PAUSED'.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 2820 def pause_model_deployment_monitoring_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::PauseModelDeploymentMonitoringJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.pause_model_deployment_monitoring_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.pause_model_deployment_monitoring_job.timeout, metadata: , retry_policy: @config.rpcs.pause_model_deployment_monitoring_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :pause_model_deployment_monitoring_job, request, 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 |
#resume_model_deployment_monitoring_job(request, options = nil) ⇒ ::Google::Protobuf::Empty #resume_model_deployment_monitoring_job(name: nil) ⇒ ::Google::Protobuf::Empty
Resumes a paused ModelDeploymentMonitoringJob. It will start to run from next scheduled time. A deleted ModelDeploymentMonitoringJob can't be resumed.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 2909 def resume_model_deployment_monitoring_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::ResumeModelDeploymentMonitoringJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.resume_model_deployment_monitoring_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"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("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.resume_model_deployment_monitoring_job.timeout, metadata: , retry_policy: @config.rpcs.resume_model_deployment_monitoring_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :resume_model_deployment_monitoring_job, request, 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 |
#search_model_deployment_monitoring_stats_anomalies(request, options = nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies> #search_model_deployment_monitoring_stats_anomalies(model_deployment_monitoring_job: nil, deployed_model_id: nil, feature_display_name: nil, objectives: nil, page_size: nil, page_token: nil, start_time: nil, end_time: nil) ⇒ ::Gapic::PagedEnumerable<::Google::Cloud::AIPlatform::V1::ModelMonitoringStatsAnomalies>
Searches Model Monitoring Statistics generated within a given time window.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 2306 def search_model_deployment_monitoring_stats_anomalies request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::SearchModelDeploymentMonitoringStatsAnomaliesRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.search_model_deployment_monitoring_stats_anomalies..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"x-goog-user-project"] = @quota_project_id if @quota_project_id header_params = {} if request.model_deployment_monitoring_job header_params["model_deployment_monitoring_job"] = request.model_deployment_monitoring_job end request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.search_model_deployment_monitoring_stats_anomalies.timeout, metadata: , retry_policy: @config.rpcs.search_model_deployment_monitoring_stats_anomalies.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :search_model_deployment_monitoring_stats_anomalies, request, options: do |response, operation| response = ::Gapic::PagedEnumerable.new @job_service_stub, :search_model_deployment_monitoring_stats_anomalies, request, response, operation, yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |
#update_model_deployment_monitoring_job(request, options = nil) ⇒ ::Gapic::Operation #update_model_deployment_monitoring_job(model_deployment_monitoring_job: nil, update_mask: nil) ⇒ ::Gapic::Operation
Updates a ModelDeploymentMonitoringJob.
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# File 'lib/google/cloud/ai_platform/v1/job_service/client.rb', line 2635 def update_model_deployment_monitoring_job request, = nil raise ::ArgumentError, "request must be provided" if request.nil? request = ::Gapic::Protobuf.coerce request, to: ::Google::Cloud::AIPlatform::V1::UpdateModelDeploymentMonitoringJobRequest # Converts hash and nil to an options object = ::Gapic::CallOptions.new(**.to_h) if .respond_to? :to_h # Customize the options with defaults = @config.rpcs.update_model_deployment_monitoring_job..to_h # Set x-goog-api-client and x-goog-user-project headers [:"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 [:"x-goog-user-project"] = @quota_project_id if @quota_project_id header_params = {} if request.model_deployment_monitoring_job&.name header_params["model_deployment_monitoring_job.name"] = request.model_deployment_monitoring_job.name end request_params_header = header_params.map { |k, v| "#{k}=#{v}" }.join("&") [:"x-goog-request-params"] ||= request_params_header .apply_defaults timeout: @config.rpcs.update_model_deployment_monitoring_job.timeout, metadata: , retry_policy: @config.rpcs.update_model_deployment_monitoring_job.retry_policy .apply_defaults timeout: @config.timeout, metadata: @config., retry_policy: @config.retry_policy @job_service_stub.call_rpc :update_model_deployment_monitoring_job, request, options: do |response, operation| response = ::Gapic::Operation.new response, @operations_client, options: yield response, operation if block_given? return response end rescue ::GRPC::BadStatus => e raise ::Google::Cloud::Error.from_error(e) end |