Class: Google::Apis::AiplatformV1::GoogleCloudAiplatformV1CustomJobSpec

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

Represents the spec of a CustomJob.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1CustomJobSpec

Returns a new instance of GoogleCloudAiplatformV1CustomJobSpec.



4054
4055
4056
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 4054

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

Instance Attribute Details

#base_output_directory ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1GcsDestination

The Google Cloud Storage location where the output is to be written to. Corresponds to the JSON property baseOutputDirectory

Returns:



3942
3943
3944
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 3942

def base_output_directory
  @base_output_directory
end

#enable_dashboard_access ⇒ Boolean Also known as: enable_dashboard_access?

Optional. Whether you want Vertex AI to enable access to the customized dashboard in training chief container. If set to true, you can access the dashboard at the URIs given by CustomJob.web_access_uris or Trial. web_access_uris (within HyperparameterTuningJob.trials). Corresponds to the JSON property enableDashboardAccess

Returns:

  • (Boolean) 


3950
3951
3952
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 3950

def enable_dashboard_access
  @enable_dashboard_access
end

#enable_web_access ⇒ Boolean Also known as: enable_web_access?

Optional. Whether you want Vertex AI to enable interactive shell access to training containers. If set to true, you can access interactive shells at the URIs given by CustomJob.web_access_uris or Trial.web_access_uris (within HyperparameterTuningJob.trials). Corresponds to the JSON property enableWebAccess

Returns:

  • (Boolean) 


3960
3961
3962
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 3960

def enable_web_access
  @enable_web_access
end

#experiment ⇒ String

Optional. The Experiment associated with this job. Format: projects/project/ locations/location/metadataStores/metadataStores/contexts/experiment-name Corresponds to the JSON property experiment

Returns:

  • (String) 


3968
3969
3970
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 3968

def experiment
  @experiment
end

#experiment_run ⇒ String

Optional. The Experiment Run associated with this job. Format: projects/ project/locations/location/metadataStores/metadataStores/contexts/ experiment-name-experiment-run-name` Corresponds to the JSON propertyexperimentRun`

Returns:

  • (String) 


3975
3976
3977
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 3975

def experiment_run
  @experiment_run
end

#models ⇒ Array<String>

Optional. The name of the Model resources for which to generate a mapping to artifact URIs. Applicable only to some of the Google-provided custom jobs. Format: projects/project/locations/location/models/model`In order to retrieve a specific version of the model, also provide the version ID or version alias. Example:projects/project/locations/location/models/model @2orprojects/project/locations/location/models/model@goldenIf no version ID or alias is specified, the "default" version will be returned. The " default" version alias is created for the first version of the model, and can be moved to other versions later on. There will be exactly one default version. Corresponds to the JSON propertymodels`

Returns:

  • (Array<String>) 


3988
3989
3990
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 3988

def models
  @models
end

#network ⇒ String

Optional. The full name of the Compute Engine network to which the Job 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, andnetwork is a network name. To specify this field, you must have already [configured VPC Network Peering for Vertex AI](https://cloud.google.com/vertex-ai/docs/ general/vpc-peering). If this field is left unspecified, the job is not peered with any network. Corresponds to the JSON propertynetwork`

Returns:

  • (String) 


4001
4002
4003
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 4001

def network
  @network
end

#persistent_resource_id ⇒ String

Optional. The ID of the PersistentResource in the same Project and Location which to run If this is specified, the job will be run on existing machines held by the PersistentResource instead of on-demand short-live machines. The network and CMEK configs on the job should be consistent with those on the PersistentResource, otherwise, the job will be rejected. Corresponds to the JSON property persistentResourceId

Returns:

  • (String) 


4010
4011
4012
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 4010

def persistent_resource_id
  @persistent_resource_id
end

#protected_artifact_location_id ⇒ String

The ID of the location to store protected artifacts. e.g. us-central1. Populate only when the location is different than CustomJob location. List of supported locations: https://cloud.google.com/vertex-ai/docs/general/locations Corresponds to the JSON property protectedArtifactLocationId

Returns:

  • (String) 


4017
4018
4019
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 4017

def protected_artifact_location_id
  @protected_artifact_location_id
end

#reserved_ip_ranges ⇒ Array<String>

Optional. A list of names for the reserved ip ranges under the VPC network that can be used for this job. If set, we will deploy the job 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>) 


4025
4026
4027
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 4025

def reserved_ip_ranges
  @reserved_ip_ranges
end

#scheduling ⇒ Google::Apis::AiplatformV1::GoogleCloudAiplatformV1Scheduling

All parameters related to queuing and scheduling of custom jobs. Corresponds to the JSON property scheduling

Returns:



4030
4031
4032
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 4030

def scheduling
  @scheduling
end

#service_account ⇒ String

Specifies the service account for workload run-as account. Users submitting jobs must have act-as permission on this run-as account. If unspecified, the Vertex AI Custom Code Service Agent for the CustomJob's project is used. Corresponds to the JSON property serviceAccount

Returns:

  • (String) 


4038
4039
4040
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 4038

def 
  @service_account
end

#tensorboard ⇒ String

Optional. The name of a Vertex AI Tensorboard resource to which this CustomJob will upload Tensorboard logs. Format: projects/project/locations/location/ tensorboards/tensorboard` Corresponds to the JSON propertytensorboard`

Returns:

  • (String) 


4045
4046
4047
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 4045

def tensorboard
  @tensorboard
end

#worker_pool_specs ⇒ Array<Google::Apis::AiplatformV1::GoogleCloudAiplatformV1WorkerPoolSpec>

Required. The spec of the worker pools including machine type and Docker image. All worker pools except the first one are optional and can be skipped by providing an empty value. Corresponds to the JSON property workerPoolSpecs

Returns:



4052
4053
4054
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 4052

def worker_pool_specs
  @worker_pool_specs
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



4059
4060
4061
4062
4063
4064
4065
4066
4067
4068
4069
4070
4071
4072
4073
4074
 
# File 'lib/google/apis/aiplatform_v1/classes.rb', line 4059

def update!(**args)
  @base_output_directory = args[:base_output_directory] if args.key?(:base_output_directory)
  @enable_dashboard_access = args[:enable_dashboard_access] if args.key?(:enable_dashboard_access)
  @enable_web_access = args[:enable_web_access] if args.key?(:enable_web_access)
  @experiment = args[:experiment] if args.key?(:experiment)
  @experiment_run = args[:experiment_run] if args.key?(:experiment_run)
  @models = args[:models] if args.key?(:models)
  @network = args[:network] if args.key?(:network)
  @persistent_resource_id = args[:persistent_resource_id] if args.key?(:persistent_resource_id)
  @protected_artifact_location_id = args[:protected_artifact_location_id] if args.key?(:protected_artifact_location_id)
  @reserved_ip_ranges = args[:reserved_ip_ranges] if args.key?(:reserved_ip_ranges)
  @scheduling = args[:scheduling] if args.key?(:scheduling)
  @service_account = args[:service_account] if args.key?(:service_account)
  @tensorboard = args[:tensorboard] if args.key?(:tensorboard)
  @worker_pool_specs = args[:worker_pool_specs] if args.key?(:worker_pool_specs)
end