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.



18479
18480
18481
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18479

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) 


18346
18347
18348
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18346

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) 


18352
18353
18354
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18352

def display_name
  @display_name
end

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

Represents a customer-managed encryption key spec that can be applied to a top- level resource. Corresponds to the JSON property encryptionSpec

Returns:



18358
18359
18360
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18358

def encryption_spec
  @encryption_spec
end

#end_time ⇒ String

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

Returns:

  • (String) 


18363
18364
18365
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18363

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:



18373
18374
18375
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18373

def error
  @error
end

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

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

Returns:



18378
18379
18380
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18378

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>) 


18389
18390
18391
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18389

def labels
  @labels
end

#name ⇒ String

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

Returns:

  • (String) 


18394
18395
18396
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18394

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) 


18408
18409
18410
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18408

def network
  @network
end

#pipeline_spec ⇒ Hash<String,Object>

The spec of the pipeline. Corresponds to the JSON property pipelineSpec

Returns:

  • (Hash<String,Object>) 


18413
18414
18415
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18413

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) 


18418
18419
18420
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18418

def preflight_validations
  @preflight_validations
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>) 


18428
18429
18430
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18428

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:



18433
18434
18435
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18433

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) 


18439
18440
18441
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18439

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) 


18448
18449
18450
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18448

def 
  @service_account
end

#start_time ⇒ String

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

Returns:

  • (String) 


18453
18454
18455
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18453

def start_time
  @start_time
end

#state ⇒ String

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

Returns:

  • (String) 


18458
18459
18460
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18458

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:



18464
18465
18466
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18464

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) 


18472
18473
18474
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18472

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) 


18477
18478
18479
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18477

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



18484
18485
18486
18487
18488
18489
18490
18491
18492
18493
18494
18495
18496
18497
18498
18499
18500
18501
18502
18503
18504
18505
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 18484

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)
  @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