Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1PipelineJobRuntimeConfig

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

The runtime config of a PipelineJob.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1PipelineJobRuntimeConfig

Returns a new instance of GoogleCloudAiplatformV1beta1PipelineJobRuntimeConfig.



16677
16678
16679
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16677

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#default_runtime ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1PipelineJobRuntimeConfigDefaultRuntime

The default runtime for the PipelineJob. Corresponds to the JSON property defaultRuntime

Returns:



16631
16632
16633
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16631

def default_runtime
  @default_runtime
end

#failure_policy ⇒ String

Represents the failure policy of a pipeline. Currently, the default of a pipeline is that the pipeline will continue to run until no more tasks can be executed, also known as PIPELINE_FAILURE_POLICY_FAIL_SLOW. However, if a pipeline is set to PIPELINE_FAILURE_POLICY_FAIL_FAST, it will stop scheduling any new tasks when a task has failed. Any scheduled tasks will continue to completion. Corresponds to the JSON property failurePolicy

Returns:

  • (String) 


16641
16642
16643
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16641

def failure_policy
  @failure_policy
end

#gcs_output_directory ⇒ String

Required. A path in a Cloud Storage bucket, which will be treated as the root output directory of the pipeline. It is used by the system to generate the paths of output artifacts. The artifact paths are generated with a sub-path pattern job_id`/`task_id`/`output_key under the specified output directory. The service account specified in this pipeline must have the storage.objects. get and storage.objects.create permissions for this bucket. Corresponds to the JSON property gcsOutputDirectory

Returns:

  • (String) 


16651
16652
16653
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16651

def gcs_output_directory
  @gcs_output_directory
end

#input_artifacts ⇒ Hash<String,Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1PipelineJobRuntimeConfigInputArtifact>

The runtime artifacts of the PipelineJob. The key will be the input artifact name and the value would be one of the InputArtifact. Corresponds to the JSON property inputArtifacts

Returns:



16657
16658
16659
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16657

def input_artifacts
  @input_artifacts
end

#parameter_values ⇒ Hash<String,Object>

The runtime parameters of the PipelineJob. The parameters will be passed into PipelineJob.pipeline_spec to replace the placeholders at runtime. This field is used by pipelines built using PipelineJob.pipeline_spec.schema_version 2. 1.0, such as pipelines built using Kubeflow Pipelines SDK 1.9 or higher and the v2 DSL. Corresponds to the JSON property parameterValues

Returns:

  • (Hash<String,Object>) 


16666
16667
16668
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16666

def parameter_values
  @parameter_values
end

#parameters ⇒ Hash<String,Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1Value>

Deprecated. Use RuntimeConfig.parameter_values instead. The runtime parameters of the PipelineJob. The parameters will be passed into PipelineJob. pipeline_spec to replace the placeholders at runtime. This field is used by pipelines built using PipelineJob.pipeline_spec.schema_version 2.0.0 or lower, such as pipelines built using Kubeflow Pipelines SDK 1.8 or lower. Corresponds to the JSON property parameters

Returns:



16675
16676
16677
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16675

def parameters
  @parameters
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



16682
16683
16684
16685
16686
16687
16688
16689
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16682

def update!(**args)
  @default_runtime = args[:default_runtime] if args.key?(:default_runtime)
  @failure_policy = args[:failure_policy] if args.key?(:failure_policy)
  @gcs_output_directory = args[:gcs_output_directory] if args.key?(:gcs_output_directory)
  @input_artifacts = args[:input_artifacts] if args.key?(:input_artifacts)
  @parameter_values = args[:parameter_values] if args.key?(:parameter_values)
  @parameters = args[:parameters] if args.key?(:parameters)
end