Class: Google::Apis::MlV1::GoogleCloudMlV1beta1Version

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
generated/google/apis/ml_v1/classes.rb,
generated/google/apis/ml_v1/representations.rb,
generated/google/apis/ml_v1/representations.rb

Overview

Represents a version of the model. Each version is a trained model deployed in the cloud, ready to handle prediction requests. A model can have multiple versions. You can get information about all of the versions of a given model by calling projects.models.versions.list.

Instance Attribute Summary collapse

Instance Method Summary collapse

Methods included from Core::JsonObjectSupport

#to_json

Methods included from Core::Hashable

process_value, #to_h

Constructor Details

#initialize(**args) ⇒ GoogleCloudMlV1beta1Version

Returns a new instance of GoogleCloudMlV1beta1Version



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# File 'generated/google/apis/ml_v1/classes.rb', line 766

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

Instance Attribute Details

#automatic_scaling ⇒ Google::Apis::MlV1::GoogleCloudMlV1beta1AutomaticScaling

Options for automatically scaling a model. Corresponds to the JSON property automaticScaling

Returns:



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# File 'generated/google/apis/ml_v1/classes.rb', line 717

def automatic_scaling
  @automatic_scaling
end

#create_time ⇒ String

Output only. The time the version was created. Corresponds to the JSON property createTime

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 764

def create_time
  @create_time
end

#deployment_uri ⇒ String

Required. The Google Cloud Storage location of the trained model used to create the version. See the overview of model deployment for more informaiton. When passing Version to projects.models.versions.create the model service uses the specified location as the source of the model. Once deployed, the model version is hosted by the prediction service, so this location is useful only as a historical record. The total number of model files can't exceed 1000. Corresponds to the JSON property deploymentUri

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 749

def deployment_uri
  @deployment_uri
end

#description ⇒ String

Optional. The description specified for the version when it was created. Corresponds to the JSON property description

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 733

def description
  @description
end

#is_default ⇒ Boolean Also known as: is_default?

Output only. If true, this version will be used to handle prediction requests that do not specify a version. You can change the default version by calling projects.methods.versions.setDefault. Corresponds to the JSON property isDefault

Returns:

  • (Boolean) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 758

def is_default
  @is_default
end

#last_use_time ⇒ String

Output only. The time the version was last used for prediction. Corresponds to the JSON property lastUseTime

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 722

def last_use_time
  @last_use_time
end

#manual_scaling ⇒ Google::Apis::MlV1::GoogleCloudMlV1beta1ManualScaling

Options for manually scaling a model. Corresponds to the JSON property manualScaling

Returns:



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# File 'generated/google/apis/ml_v1/classes.rb', line 706

def manual_scaling
  @manual_scaling
end

#name ⇒ String

Required.The name specified for the version when it was created. The version name must be unique within the model it is created in. Corresponds to the JSON property name

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 712

def name
  @name
end

#runtime_version ⇒ String

Optional. The Google Cloud ML runtime version to use for this deployment. If not set, Google Cloud ML will choose a version. Corresponds to the JSON property runtimeVersion

Returns:

  • (String) 


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# File 'generated/google/apis/ml_v1/classes.rb', line 728

def runtime_version
  @runtime_version
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'generated/google/apis/ml_v1/classes.rb', line 771

def update!(**args)
  @manual_scaling = args[:manual_scaling] if args.key?(:manual_scaling)
  @name = args[:name] if args.key?(:name)
  @automatic_scaling = args[:automatic_scaling] if args.key?(:automatic_scaling)
  @last_use_time = args[:last_use_time] if args.key?(:last_use_time)
  @runtime_version = args[:runtime_version] if args.key?(:runtime_version)
  @description = args[:description] if args.key?(:description)
  @deployment_uri = args[:deployment_uri] if args.key?(:deployment_uri)
  @is_default = args[:is_default] if args.key?(:is_default)
  @create_time = args[:create_time] if args.key?(:create_time)
end