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.



39000
39001
39002
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 39000

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:



38954
38955
38956
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 38954

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) 


38964
38965
38966
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 38964

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) 


38974
38975
38976
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 38974

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:



38980
38981
38982
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 38980

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>) 


38989
38990
38991
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 38989

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:



38998
38999
39000
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 38998

def parameters
  @parameters
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



39005
39006
39007
39008
39009
39010
39011
39012
 
# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 39005

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