Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PipelineJobRuntimeConfig

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1/classes.rb,
lib/google/apis/aiplatform_v1/representations.rb,
lib/google/apis/aiplatform_v1/representations.rb

Overview

The runtime config of a PipelineJob.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1PipelineJobRuntimeConfig

Returns a new instance of GoogleCloudAiplatformV1PipelineJobRuntimeConfig.



18841
18842
18843
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18841

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

Instance Attribute Details

#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) 


18805
18806
18807
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18805

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) 


18815
18816
18817
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18815

def gcs_output_directory
  @gcs_output_directory
end

#input_artifacts ⇒ Hash<String,Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PipelineJobRuntimeConfigInputArtifact>

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:



18821
18822
18823
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18821

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>) 


18830
18831
18832
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18830

def parameter_values
  @parameter_values
end

#parameters ⇒ Hash<String,Google::Apis::AiplatformV1::GoogleCloudAiplatformV1Value>

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:



18839
18840
18841
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18839

def parameters
  @parameters
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



18846
18847
18848
18849
18850
18851
18852
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18846

def update!(**args)
  @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