Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PipelineJob

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

An instance of a machine learning PipelineJob.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1PipelineJob

Returns a new instance of GoogleCloudAiplatformV1PipelineJob.



26439
26440
26441
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26439

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

Instance Attribute Details

#create_time ⇒ String

Output only. Pipeline creation time. Corresponds to the JSON property createTime

Returns:

  • (String) 


26298
26299
26300
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26298

def create_time
  @create_time
end

#display_name ⇒ String

The display name of the Pipeline. The name can be up to 128 characters long and can consist of any UTF-8 characters. Corresponds to the JSON property displayName

Returns:

  • (String) 


26304
26305
26306
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26304

def display_name
  @display_name
end

#encryption_spec ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1EncryptionSpec

Represents a customer-managed encryption key specification that can be applied to a Vertex AI resource. Corresponds to the JSON property encryptionSpec

Returns:



26310
26311
26312
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26310

def encryption_spec
  @encryption_spec
end

#end_time ⇒ String

Output only. Pipeline end time. Corresponds to the JSON property endTime

Returns:

  • (String) 


26315
26316
26317
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26315

def end_time
  @end_time
end

#error ⇒ Google::Apis::AiplatformV1::GoogleRpcStatus

The Status type defines a logical error model that is suitable for different programming environments, including REST APIs and RPC APIs. It is used by gRPC. Each Status message contains three pieces of data: error code, error message, and error details. You can find out more about this error model and how to work with it in the API Design Guide. Corresponds to the JSON property error

Returns:



26325
26326
26327
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26325

def error
  @error
end

#job_detail ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PipelineJobDetail

The runtime detail of PipelineJob. Corresponds to the JSON property jobDetail

Returns:



26330
26331
26332
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26330

def job_detail
  @job_detail
end

#labels ⇒ Hash<String,String>

The labels with user-defined metadata to organize PipelineJob. Label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed. See https://goo.gl/xmQnxf for more information and examples of labels. Note there is some reserved label key for Vertex AI Pipelines. - vertex-ai-pipelines-run-billing-id, user set value will get overrided. Corresponds to the JSON property labels

Returns:

  • (Hash<String,String>) 


26341
26342
26343
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26341

def labels
  @labels
end

#name ⇒ String

Output only. The resource name of the PipelineJob. Corresponds to the JSON property name

Returns:

  • (String) 


26346
26347
26348
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26346

def name
  @name
end

#network ⇒ String

The full name of the Compute Engine network to which the Pipeline Job's workload should be peered. For example, projects/12345/global/networks/myVPC. Format is of the form projects/project/global/ networks/network`. Whereprojectis a project number, as in12345, and networkis a network name. Private services access must already be configured for the network. Pipeline job will apply the network configuration to the Google Cloud resources being launched, if applied, such as Vertex AI Training or Dataflow job. If left unspecified, the workload is not peered with any network. Corresponds to the JSON propertynetwork`

Returns:

  • (String) 


26360
26361
26362
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26360

def network
  @network
end

#pipeline_spec ⇒ Hash<String,Object>

A compiled definition of a pipeline, represented as a JSON object. Defines the structure of the pipeline, including its components, tasks, and parameters. This specification is generated by compiling a pipeline function defined in Python using the Kubeflow Pipelines SDK. Corresponds to the JSON property pipelineSpec

Returns:

  • (Hash<String,Object>) 


26368
26369
26370
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26368

def pipeline_spec
  @pipeline_spec
end

#preflight_validations ⇒ Boolean Also known as: preflight_validations?

Optional. Whether to do component level validations before job creation. Corresponds to the JSON property preflightValidations

Returns:

  • (Boolean) 


26373
26374
26375
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26373

def preflight_validations
  @preflight_validations
end

#psc_interface_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PscInterfaceConfig

Configuration for PSC-I. Corresponds to the JSON property pscInterfaceConfig

Returns:



26379
26380
26381
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26379

def psc_interface_config
  @psc_interface_config
end

#reserved_ip_ranges ⇒ Array<String>

A list of names for the reserved ip ranges under the VPC network that can be used for this Pipeline Job's workload. If set, we will deploy the Pipeline Job' s workload within the provided ip ranges. Otherwise, the job will be deployed to any ip ranges under the provided VPC network. Example: ['vertex-ai-ip-range' ]. Corresponds to the JSON property reservedIpRanges

Returns:

  • (Array<String>) 


26388
26389
26390
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26388

def reserved_ip_ranges
  @reserved_ip_ranges
end

#runtime_config ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PipelineJobRuntimeConfig

The runtime config of a PipelineJob. Corresponds to the JSON property runtimeConfig

Returns:



26393
26394
26395
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26393

def runtime_config
  @runtime_config
end

#schedule_name ⇒ String

Output only. The schedule resource name. Only returned if the Pipeline is created by Schedule API. Corresponds to the JSON property scheduleName

Returns:

  • (String) 


26399
26400
26401
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26399

def schedule_name
  @schedule_name
end

#service_account ⇒ String

The service account that the pipeline workload runs as. If not specified, the Compute Engine default service account in the project will be used. See https:/ /cloud.google.com/compute/docs/access/service-accounts#default_service_account Users starting the pipeline must have the iam.serviceAccounts.actAs permission on this service account. Corresponds to the JSON property serviceAccount

Returns:

  • (String) 


26408
26409
26410
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26408

def 
  @service_account
end

#start_time ⇒ String

Output only. Pipeline start time. Corresponds to the JSON property startTime

Returns:

  • (String) 


26413
26414
26415
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26413

def start_time
  @start_time
end

#state ⇒ String

Output only. The detailed state of the job. Corresponds to the JSON property state

Returns:

  • (String) 


26418
26419
26420
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26418

def state
  @state
end

#template_metadata ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1PipelineTemplateMetadata

Pipeline template metadata if PipelineJob.template_uri is from supported template registry. Currently, the only supported registry is Artifact Registry. Corresponds to the JSON property templateMetadata

Returns:



26424
26425
26426
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26424

def template_metadata
  @template_metadata
end

#template_uri ⇒ String

A template uri from where the PipelineJob.pipeline_spec, if empty, will be downloaded. Currently, only uri from Vertex Template Registry & Gallery is supported. Reference to https://cloud.google.com/vertex-ai/docs/pipelines/ create-pipeline-template. Corresponds to the JSON property templateUri

Returns:

  • (String) 


26432
26433
26434
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26432

def template_uri
  @template_uri
end

#update_time ⇒ String

Output only. Timestamp when this PipelineJob was most recently updated. Corresponds to the JSON property updateTime

Returns:

  • (String) 


26437
26438
26439
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26437

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



26444
26445
26446
26447
26448
26449
26450
26451
26452
26453
26454
26455
26456
26457
26458
26459
26460
26461
26462
26463
26464
26465
26466
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 26444

def update!(**args)
  @create_time = args[:create_time] if args.key?(:create_time)
  @display_name = args[:display_name] if args.key?(:display_name)
  @encryption_spec = args[:encryption_spec] if args.key?(:encryption_spec)
  @end_time = args[:end_time] if args.key?(:end_time)
  @error = args[:error] if args.key?(:error)
  @job_detail = args[:job_detail] if args.key?(:job_detail)
  @labels = args[:labels] if args.key?(:labels)
  @name = args[:name] if args.key?(:name)
  @network = args[:network] if args.key?(:network)
  @pipeline_spec = args[:pipeline_spec] if args.key?(:pipeline_spec)
  @preflight_validations = args[:preflight_validations] if args.key?(:preflight_validations)
  @psc_interface_config = args[:psc_interface_config] if args.key?(:psc_interface_config)
  @reserved_ip_ranges = args[:reserved_ip_ranges] if args.key?(:reserved_ip_ranges)
  @runtime_config = args[:runtime_config] if args.key?(:runtime_config)
  @schedule_name = args[:schedule_name] if args.key?(:schedule_name)
  @service_account = args[:service_account] if args.key?(:service_account)
  @start_time = args[:start_time] if args.key?(:start_time)
  @state = args[:state] if args.key?(:state)
  @template_metadata = args[:template_metadata] if args.key?(:template_metadata)
  @template_uri = args[:template_uri] if args.key?(:template_uri)
  @update_time = args[:update_time] if args.key?(:update_time)
end