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.



20881
20882
20883
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20881

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) 


20748
20749
20750
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20748

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) 


20754
20755
20756
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20754

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:



20760
20761
20762
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20760

def encryption_spec
  @encryption_spec
end

#end_time ⇒ String

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

Returns:

  • (String) 


20765
20766
20767
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20765

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:



20775
20776
20777
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20775

def error
  @error
end

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

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

Returns:



20780
20781
20782
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20780

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>) 


20791
20792
20793
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20791

def labels
  @labels
end

#name ⇒ String

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

Returns:

  • (String) 


20796
20797
20798
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20796

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) 


20810
20811
20812
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20810

def network
  @network
end

#pipeline_spec ⇒ Hash<String,Object>

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

Returns:

  • (Hash<String,Object>) 


20815
20816
20817
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20815

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) 


20820
20821
20822
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20820

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>) 


20830
20831
20832
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20830

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:



20835
20836
20837
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20835

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) 


20841
20842
20843
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20841

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) 


20850
20851
20852
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20850

def 
  @service_account
end

#start_time ⇒ String

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

Returns:

  • (String) 


20855
20856
20857
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20855

def start_time
  @start_time
end

#state ⇒ String

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

Returns:

  • (String) 


20860
20861
20862
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20860

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:



20866
20867
20868
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20866

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) 


20874
20875
20876
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20874

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) 


20879
20880
20881
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20879

def update_time
  @update_time
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



20886
20887
20888
20889
20890
20891
20892
20893
20894
20895
20896
20897
20898
20899
20900
20901
20902
20903
20904
20905
20906
20907
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 20886

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